Package evaluation to test DiscreteChoiceModels on Julia 1.12.4 (01a2eadb04*) started at 2026-01-09T12:55:39.764 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.58s ################################################################################ # Installation # Installing DiscreteChoiceModels... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [c2e53169] + DiscreteChoiceModels v0.1.1 Updating `~/.julia/environments/v1.12/Manifest.toml` [47edcb42] + ADTypes v1.21.0 [1520ce14] + AbstractTrees v0.4.5 [7d9f7c33] + Accessors v0.1.43 [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [ec485272] + ArnoldiMethod v0.4.0 [4fba245c] + ArrayInterface v7.22.0 [a9b6321e] + Atomix v1.1.2 [198e06fe] + BangBang v0.4.6 [9718e550] + Baselet v0.1.1 [336ed68f] + CSV v0.10.15 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [5060bff5] + ConcurrentCollections v0.1.1 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + ContextVariablesX v0.1.3 [a8cc5b0e] + Crayons v4.1.1 [20c56dc6] + DTables v0.4.3 ⌅ [d58978e5] + Dagger v0.18.17 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.8.1 ⌅ [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.13 [c2e53169] + DiscreteChoiceModels v0.1.1 [fab6aee4] + DistributedNext v1.1.0 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [4e289a0a] + EnumX v1.0.5 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.15.0 [6a86dc24] + FiniteDiff v2.29.0 [f6369f11] + ForwardDiff v1.3.1 [069b7b12] + FunctionWrappers v1.1.3 ⌃ [86223c79] + Graphs v1.13.1 [13907d55] + HaltonSequences v0.2.0 [076d061b] + HashArrayMappedTries v0.2.0 [34004b35] + HypergeometricFunctions v0.3.28 [d25df0c9] + Inflate v0.1.5 [22cec73e] + InitialValues v0.3.1 [842dd82b] + InlineStrings v1.4.5 [18e54dd8] + IntegerMathUtils v0.1.3 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.1 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.39 [b964fa9f] + LaTeXStrings v1.4.0 ⌃ [d3d80556] + LineSearches v7.5.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [d8e11817] + MLStyle v0.4.17 [1914dd2f] + MacroTools v0.5.16 [f9f48841] + MemPool v0.4.13 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 ⌅ [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [71a1bf82] + NameResolution v0.1.5 [a15396b6] + OnlineStats v1.7.3 [925886fa] + OnlineStatsBase v1.7.1 [429524aa] + Optim v1.13.3 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.37 [69de0a69] + Parsers v2.8.3 [2dfb63ee] + PooledArrays v1.4.3 [85a6dd25] + PositiveFactorizations v0.2.4 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [8162dcfd] + PrettyPrint v0.2.0 ⌅ [08abe8d2] + PrettyTables v2.4.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [42d2dcc6] + Referenceables v0.1.3 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [7e506255] + ScopedValues v1.5.0 [91c51154] + SentinelArrays v1.4.9 [efcf1570] + Setfield v1.1.2 [699a6c99] + SimpleTraits v0.9.5 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.6.1 [171d559e] + SplittablesBase v0.1.15 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.9 [4c63d2b9] + StatsFuns v1.5.2 [892a3eda] + StringManipulation v0.4.2 [ab02a1b2] + TableOperations v1.2.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [ed4db957] + TaskLocalValues v0.1.3 [ac1d9e8a] + ThreadsX v0.1.12 [a526e669] + TimespanLogging v0.1.1 [3bb67fe8] + TranscodingStreams v0.11.3 [28d57a85] + Transducers v0.4.85 [013be700] + UnsafeAtomics v0.3.0 [ea10d353] + WeakRefStrings v1.4.2 [76eceee3] + WorkerUtilities v1.6.1 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [1a1011a3] + SharedArrays v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.15.0+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 5.5s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Error: Failed to use TestEnv.jl; test dependencies will not be precompiled │ exception = │ UndefVarError: `project_rel_path` not defined in `TestEnv` │ Suggestion: this global was defined as `Pkg.Operations.project_rel_path` but not assigned a value. │ Stacktrace: │ [1] get_test_dir(ctx::Pkg.Types.Context, pkgspec::PackageSpec) │ @ TestEnv ~/.julia/packages/TestEnv/iseFl/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/iseFl/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/iseFl/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/iseFl/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/iseFl/src/julia-1.11/activate_set.jl:9 │ [6] top-level scope │ @ /PkgEval.jl/scripts/precompile.jl:24 │ [7] include(mod::Module, _path::String) │ @ Base ./Base.jl:306 │ [8] exec_options(opts::Base.JLOptions) │ @ Base ./client.jl:317 │ [9] _start() │ @ Base ./client.jl:550 └ @ Main /PkgEval.jl/scripts/precompile.jl:26 Precompiling package dependencies... Precompiling packages... 85889.7 ms ✓ Dagger → DistributionsExt 16868.4 ms ✓ DTables 84661.0 ms ✓ DiscreteChoiceModels 3 dependencies successfully precompiled in 198 seconds. 179 already precompiled. 1 dependency had output during precompilation: ┌ Dagger → DistributionsExt │ ┌ Warning: Precompile failed to clean up all tasks │ └ @ Dagger ~/.julia/packages/Dagger/kpFnb/src/precompile.jl:21 └ Precompilation completed after 208.76s ################################################################################ # Testing # Testing DiscreteChoiceModels Status `/tmp/jl_SURylq/Project.toml` [336ed68f] CSV v0.10.15 [20c56dc6] DTables v0.4.3 ⌅ [d58978e5] Dagger v0.18.17 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.1 [c2e53169] DiscreteChoiceModels v0.1.1 [31c24e10] Distributions v0.25.123 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [a15396b6] OnlineStats v1.7.3 [295af30f] Revise v3.13.1 [1bc83da4] SafeTestsets v0.1.0 [2913bbd2] StatsBase v0.34.9 [f8b46487] TestItemRunner v1.1.4 [8ba89e20] Distributed v1.11.0 [44cfe95a] Pkg v1.12.1 [8dfed614] Test v1.11.0 Status `/tmp/jl_SURylq/Manifest.toml` [47edcb42] ADTypes v1.21.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.43 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.22.0 [a9b6321e] Atomix v1.1.2 [198e06fe] BangBang v0.4.6 [9718e550] Baselet v0.1.1 [336ed68f] CSV v0.10.15 [da1fd8a2] CodeTracking v3.0.0 [944b1d66] CodecZlib v0.7.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [807dbc54] Compiler v0.1.1 [a33af91c] CompositionsBase v0.1.2 [5060bff5] ConcurrentCollections v0.1.1 [187b0558] ConstructionBase v1.6.0 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [20c56dc6] DTables v0.4.3 ⌅ [d58978e5] Dagger v0.18.17 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.1 ⌅ [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.7.13 [c2e53169] DiscreteChoiceModels v0.1.1 [fab6aee4] DistributedNext v1.1.0 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [4e289a0a] EnumX v1.0.5 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.15.0 [6a86dc24] FiniteDiff v2.29.0 [f6369f11] ForwardDiff v1.3.1 [069b7b12] FunctionWrappers v1.1.3 ⌃ [86223c79] Graphs v1.13.1 [13907d55] HaltonSequences v0.2.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [d25df0c9] Inflate v0.1.5 [22cec73e] InitialValues v0.3.1 [842dd82b] InlineStrings v1.4.5 [18e54dd8] IntegerMathUtils v0.1.3 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 [aa1ae85d] JuliaInterpreter v0.10.9 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.39 [b964fa9f] LaTeXStrings v1.4.0 ⌃ [d3d80556] LineSearches v7.5.1 [2ab3a3ac] LogExpFunctions v0.3.29 [6f1432cf] LoweredCodeUtils v3.5.0 [d8e11817] MLStyle v0.4.17 [1914dd2f] MacroTools v0.5.16 [f9f48841] MemPool v0.4.13 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 ⌅ [d41bc354] NLSolversBase v7.10.0 [77ba4419] NaNMath v1.1.3 [71a1bf82] NameResolution v0.1.5 [a15396b6] OnlineStats v1.7.3 [925886fa] OnlineStatsBase v1.7.1 [429524aa] Optim v1.13.3 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.37 [69de0a69] Parsers v2.8.3 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [8162dcfd] PrettyPrint v0.2.0 ⌅ [08abe8d2] PrettyTables v2.4.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [42d2dcc6] Referenceables v0.1.3 [ae029012] Requires v1.3.1 [295af30f] Revise v3.13.1 [79098fc4] Rmath v0.9.0 [1bc83da4] SafeTestsets v0.1.0 [7e506255] ScopedValues v1.5.0 [91c51154] SentinelArrays v1.4.9 [efcf1570] Setfield v1.1.2 [699a6c99] SimpleTraits v0.9.5 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.6.1 [171d559e] SplittablesBase v0.1.15 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.9 [4c63d2b9] StatsFuns v1.5.2 [892a3eda] StringManipulation v0.4.2 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [ed4db957] TaskLocalValues v0.1.3 [f8b46487] TestItemRunner v1.1.4 [1c621080] TestItems v1.0.0 [ac1d9e8a] ThreadsX v0.1.12 [a526e669] TimespanLogging v0.1.1 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.85 [013be700] UnsafeAtomics v0.3.0 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.12.1 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [1a1011a3] SharedArrays v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [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 v8.15.0+0 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.11.4 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.64.0+1 [3f19e933] p7zip_jll v17.7.0+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. Testing Running tests... (coefnames = [:βinc_tr, :βinc_cp], starting_values = [0.0, 0.0], fixed_coefs = Dict{Symbol, Number}(), utility_functions = Function[Main.var"##282".var"#4#5"(), Main.var"##282".var"#6#7"(), Main.var"##282".var"#8#9"()], alt_numbers = Dict{Any, Int64}("Carpool" => 3, "SOV" => 1, "Transit" => 2), columnnames = Set(Any[:income]), mixed_coefs = Any[], mixed_coefnames = Symbol[], mixed_levels = Union{Nothing, Symbol}[], groupcol = nothing, nests = [-1, -1, -1], iv_param_indices = [-1, -1, -1]) [ Info: Log-likelihood at starting values -5.493061443340549 [ Info: Calculating log-likelihood at constants [ Info: Log-likelihood at starting values -5.493061443340549 [ Info: Optimization converged successfully after 5 iterations ┌ Info: Using method BFGS, └ 14 function evaluations, 14 gradient evaluations [ Info: Log-likelihood at constants: -5.27460083993072 [ Info: Optimization converged successfully after 7 iterations ┌ Info: Using method BFGS, └ 28 function evaluations, 28 gradient evaluations [ Info: Calculating and inverting Hessian [ Info: Log-likelihood at starting values -5.493061443340547 [ Info: Optimization converged successfully after 14 iterations ┌ Info: Using method BFGS, └ 52 function evaluations, 52 gradient evaluations [ Info: Calculating and inverting Hessian [ Info: Log-likelihood at starting values -12117.44904609395 [ Info: Optimization converged successfully after 53 iterations ┌ Info: Using method BFGS, └ 223 function evaluations, 223 gradient evaluations [ Info: Calculating and inverting Hessian Nested logit model Initial log-likelhood (at starting values): -12117.44904609395 Final log-likelihood: -3493.0397298632492 ┌───────────────────┬──────────┬───────────┬───────────┐ │ │ Coef │ Std. Err. │ Z-stat │ ├───────────────────┼──────────┼───────────┼───────────┤ │ θCar │ 0.25931 │ 0.18087 │ 1.43373 │ │ θMotor │ 0.80165 │ 0.20089 │ 3.99051 │ │ θNonMotor │ 0.85378 │ 0.11216 │ 7.61221 │ │ βInVehTime │ -0.12372 │ 0.02921 │ -4.23591 │ │ βCost │ -0.17571 │ 0.11966 │ -1.46840 │ │ αSR │ 1.42298 │ 1.00238 │ 1.41960 │ │ βLogIncomeSR │ -0.19382 │ 0.13555 │ -1.42991 │ │ αWalk │ 8.62155 │ 1.13894 │ 7.56979 │ │ βNonMotorTime │ -0.26558 │ 0.01631 │ -16.28627 │ │ βLogIncomeWalk │ -0.52279 │ 0.10038 │ -5.20803 │ │ αBike │ -0.25812 │ 1.33959 │ -0.19268 │ │ βLogIncomeBike │ -0.19697 │ 0.12355 │ -1.59435 │ │ αTransit │ 6.75466 │ 2.06499 │ 3.27103 │ │ βOutVehTime │ -0.25481 │ 0.06458 │ -3.94584 │ │ βLogIncomeTransit │ -0.55717 │ 0.16930 │ -3.29094 │ └───────────────────┴──────────┴───────────┴───────────┘ Nesting structure: - Motor - 5 - Car - 2 - 1 - NonMotor - 4 - 3 [ Info: Log-likelihood at starting values -6964.662979191462 [ Info: Calculating log-likelihood at constants [ Info: Log-likelihood at starting values -6964.662979191462 [ Info: Optimization converged successfully after 7 iterations ┌ Info: Using method BFGS, └ 26 function evaluations, 26 gradient evaluations [ Info: Log-likelihood at constants: -5864.998302853351 [ Info: Optimization converged successfully after 12 iterations ┌ Info: Using method BFGS, └ 45 function evaluations, 45 gradient evaluations [ Info: Calculating and inverting Hessian [ Info: Log-likelihood at starting values -486.4775372638265 [ Info: Optimization converged successfully after 36 iterations ┌ Info: Using method BFGS, └ 144 function evaluations, 144 gradient evaluations [ Info: Calculating and inverting Hessian Dict(:βcool_op_cost => -1.105, :βheat_install_cost => -0.554, :βheat_op_cost => -0.867, :θcooling => 0.601, :θnoncooling => 0.446, :αcooling => -6.064, :βcool_install_cost => -0.225, :βinc_cooling => 0.252, :βinc_room => -0.378) [ Info: Simulated log-likelihood at starting values -2253.777965473557 [ Info: Calculating log-likelihood at constants [ Info: Log-likelihood at constants: -2420.387479639125 Iter Function value Gradient norm 0 2.253778e+03 3.928589e+02 * time: 0.11129498481750488 1 2.136619e+03 1.013743e+02 * time: 75.89932799339294 2 2.115663e+03 1.061072e+02 * time: 148.78942704200745 3 1.823042e+03 4.627239e+02 * time: 336.7298381328583 4 1.820886e+03 4.578917e+02 * time: 469.20110511779785 5 1.697163e+03 6.109471e+01 * time: 498.4693729877472 6 1.673621e+03 3.045734e+01 * time: 541.9267570972443 7 1.669288e+03 2.443739e+01 * time: 571.8622469902039 8 1.666438e+03 2.412652e+01 * time: 615.320121049881 9 1.586598e+03 1.208766e+02 * time: 688.8351571559906 10 1.581018e+03 1.002140e+02 * time: 746.9485251903534 11 1.538291e+03 7.795267e+01 * time: 805.2512550354004 12 1.536249e+03 7.455246e+01 * time: 849.052472114563 13 1.523583e+03 3.499537e+01 * time: 877.7062110900879 14 1.482686e+03 4.702097e+01 * time: 949.7927839756012 15 1.480122e+03 3.487165e+01 * time: 993.4712460041046 16 1.468948e+03 2.498649e+01 * time: 1021.7651669979095 17 1.465448e+03 2.511640e+01 * time: 1066.647262096405 18 1.463922e+03 1.539095e+01 * time: 1110.5710730552673 19 1.446931e+03 2.973512e+01 * time: 1212.9214010238647 20 1.446910e+03 2.705017e+01 * time: 1287.0233840942383 21 1.443570e+03 9.951163e+00 * time: 1316.6133110523224 22 1.442855e+03 1.139677e+01 * time: 1346.4997861385345 23 1.442593e+03 4.582050e+00 * time: 1390.2142250537872 24 1.442518e+03 1.136092e+00 * time: 1433.4944951534271 25 1.442503e+03 3.418602e-01 * time: 1476.5502631664276 26 1.442501e+03 9.793628e-02 * time: 1505.7688879966736 27 1.442501e+03 4.025107e-02 * time: 1548.6709141731262 28 1.442501e+03 1.735867e-02 * time: 1592.2111451625824 29 1.442501e+03 5.366761e-03 * time: 1636.9674701690674 30 1.442501e+03 4.175313e-04 * time: 1681.5980961322784 31 1.442501e+03 7.991753e-06 * time: 1726.5716800689697 32 1.442501e+03 1.063926e-07 * time: 1770.1874001026154 33 1.442501e+03 1.339127e-09 * time: 1798.7009551525116 [ Info: Optimization converged successfully after 33 iterations ┌ Info: Using method BFGS, └ 124 function evaluations, 124 gradient evaluations [ Info: Calculating and inverting Hessian [ Info: Log-likelihood at starting values -6964.662979191462 [ Info: Optimization converged successfully after 16 iterations ┌ Info: Using method BFGS, └ 78 function evaluations, 78 gradient evaluations [ Info: Calculating and inverting Hessian Dict(:βtravel_time => -0.899, :αtrain => -0.512, :θExisting => 0.487, :αcar => -0.167, :αswissmetro => 0.0, :βcost => -0.857) ┌ Warning: No nests in nested logit model, it is equivalent to multinomial logit but less computationally efficient └ @ DiscreteChoiceModels ~/.julia/packages/DiscreteChoiceModels/4OEz1/src/nl.jl:157 [ Info: Log-likelihood at starting values -6964.662979191462 [ Info: Optimization converged successfully after 12 iterations ┌ Info: Using method BFGS, └ 45 function evaluations, 45 gradient evaluations [ Info: Calculating and inverting Hessian Test Summary: | Pass Broken Total Time Package | 728 1 729 39m26.5s Testing DiscreteChoiceModels tests passed Testing completed after 2423.21s PkgEval succeeded after 2661.53s