Package evaluation to test DiffEqBayes on Julia 1.14.0-DEV.3081 (21a70e450d*) started at 2026-09-04T07:07:38.493 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 29.9s ################################################################################ # Installation # Installing DiffEqBayes... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [ebbdde9d] + DiffEqBayes v3.16.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [47edcb42] + ADTypes v1.24.0 [14f7f29c] + AMD v0.5.3 [621f4979] + AbstractFFTs v1.5.0 [80f14c24] + AbstractMCMC v5.16.0 [7a57a42e] + AbstractPPL v0.15.5 [6e696c72] + AbstractPlutoDingetjes v1.4.0 [1520ce14] + AbstractTrees v0.4.5 [7d9f7c33] + Accessors v0.1.45 [79e6a3ab] + Adapt v4.7.0 [0bf59076] + AdvancedHMC v0.8.7 [5b7e9947] + AdvancedMH v0.8.10 ⌅ [576499cb] + AdvancedPS v0.7.2 [b5ca4192] + AdvancedVI v0.7.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [ec485272] + ArnoldiMethod v0.4.0 [4fba245c] + ArrayInterface v7.30.1 [4c555306] + ArrayLayouts v1.12.2 [aae01518] + BandedMatrices v1.12.0 [198e06fe] + BangBang v0.4.9 [e2ed5e7c] + Bijections v0.2.2 [76274a88] + Bijectors v0.16.2 [b2a6c25c] + BinaryHeaps v1.1.0 [caf10ac8] + BipartiteGraphs v0.1.13 [8e7c35d0] + BlockArrays v1.10.0 [70df07ce] + BracketingNonlinearSolve v1.12.6 [336ed68f] + CSV v0.10.17 [d360d2e6] + ChainRulesCore v1.26.1 [0ca39b1e] + Chairmarks v1.3.1 [9e997f8a] + ChangesOfVariables v0.1.11 [944b1d66] + CodecZlib v0.7.9 ⌅ [861a8166] + Combinatorics v1.0.2 [38540f10] + CommonSolve v0.2.14 [bbf7d656] + CommonSubexpressions v0.3.1 [f70d9fcc] + CommonWorldInvalidations v1.2.0 [34da2185] + Compat v4.18.1 [5224ae11] + CompatHelperLocal v0.1.29 [b152e2b5] + CompositeTypes v0.1.4 [a33af91c] + CompositionsBase v0.1.2 [2569d6c7] + ConcreteStructs v0.2.8 [88cd18e8] + ConsoleProgressMonitor v0.1.2 [187b0558] + ConstructionBase v1.6.0 [a8cc5b0e] + Crayons v4.2.0 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.8.2 [864edb3b] + DataStructures v0.19.6 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [b429d917] + DensityInterface v0.4.0 [2b5f629d] + DiffEqBase v7.20.0 [ebbdde9d] + DiffEqBayes v3.16.1 [459566f4] + DiffEqCallbacks v4.19.3 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.16.0 [a0c0ee7d] + DifferentiationInterface v0.7.21 [0703355e] + DimensionalData v0.30.2 [b4f34e82] + Distances v0.10.12 [31c24e10] + Distributions v0.25.131 [ffbed154] + DocStringExtensions v0.9.5 [5b8099bc] + DomainSets v0.8.1 [bbc10e6e] + DynamicHMC v3.6.1 [366bfd00] + DynamicPPL v0.42.9 [7c1d4256] + DynamicPolynomials v0.6.8 [cad2338a] + EllipticalSliceSampling v2.0.0 [4e289a0a] + EnumX v1.0.7 [f151be2c] + EnzymeCore v0.8.21 [e2ba6199] + ExprTools v0.1.11 [55351af7] + ExproniconLite v0.10.14 [411431e0] + Extents v0.1.6 [7034ab61] + FastBroadcast v1.4.0 [9aa1b823] + FastClosures v0.3.2 [a4df4552] + FastPower v1.5.0 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.17.0 [64ca27bc] + FindFirstFunctions v3.2.1 [6a86dc24] + FiniteDiff v2.33.0 [4a37a8b9] + FlexiChains v0.6.38 [f6369f11] + ForwardDiff v1.4.5 [a85aefff] + FunctionMaps v0.1.2 [069b7b12] + FunctionWrappers v1.1.3 [77dc65aa] + FunctionWrappersWrappers v1.13.0 [d9f16b24] + Functors v0.5.3 [46192b85] + GPUArraysCore v0.2.0 ⌃ [a0844989] + Gamma v1.1.0 [86223c79] + Graphs v1.14.0 [34004b35] + HypergeometricFunctions v0.3.30 [3263718b] + ImplicitDiscreteSolve v2.2.1 [d25df0c9] + Inflate v0.1.5 [22cec73e] + InitialValues v0.3.1 [842dd82b] + InlineStrings v1.4.5 [18e54dd8] + IntegerMathUtils v0.1.4 [85a1e053] + Interfaces v0.3.2 [8197267c] + IntervalSets v0.7.14 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.8.0 ⌅ [682c06a0] + JSON v0.21.4 [ae98c720] + Jieko v0.2.1 [ccbc3e58] + JumpProcesses v9.32.0 [ba0b0d4f] + Krylov v0.10.9 [2faa5264] + LHLFactorization v2.2.2 [b964fa9f] + LaTeXStrings v1.4.1 [1fad7336] + LazyStack v0.1.3 [1d6d02ad] + LeftChildRightSiblingTrees v0.3.0 [6f1fad26] + Libtask v0.9.19 [87fe0de2] + LineSearch v0.1.16 [d3d80556] + LineSearches v7.8.1 [7ed4a6bd] + LinearSolve v5.15.1 [6fdf6af0] + LogDensityProblems v2.2.0 [996a588d] + LogDensityProblemsAD v1.13.1 ⌅ [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.2.0 [be115224] + MCMCDiagnosticTools v0.3.19 [e80e1ace] + MLJModelInterface v1.12.1 [1914dd2f] + MacroTools v0.5.16 [dbb5928d] + MappedArrays v0.4.3 [bb5d69b7] + MaybeInplace v0.1.8 [e1d29d7a] + Missings v1.2.0 [dbe65cb8] + MistyClosures v2.1.0 [961ee093] + ModelingToolkit v11.40.0 [7771a370] + ModelingToolkitBase v1.68.2 [6bb917b9] + ModelingToolkitTearing v1.20.6 [2e0e35c7] + Moshi v0.3.12 [46d2c3a1] + MuladdMacro v0.2.7 [102ac46a] + MultivariatePolynomials v0.5.19 [d8a4904e] + MutableArithmetics v1.8.0 [d41bc354] + NLSolversBase v8.0.1 [77ba4419] + NaNMath v1.1.4 [d9ec5142] + NamedTupleTools v0.14.3 [be0214bd] + NonlinearSolveBase v2.49.2 [5959db7a] + NonlinearSolveFirstOrder v2.5.0 [6fe1bfb0] + OffsetArrays v1.17.0 [429524aa] + Optim v2.3.1 [3bd65402] + Optimisers v0.4.9 [7f7a1694] + Optimization v5.9.0 [bca83a33] + OptimizationBase v5.5.3 [36348300] + OptimizationOptimJL v0.4.20 ⌅ [bac558e1] + OrderedCollections v1.8.2 [bbf590c4] + OrdinaryDiffEqCore v4.16.0 [90014a1f] + PDMats v0.11.41 ⌅ [d96e819e] + Parameters v0.12.3 ⌅ [69de0a69] + Parsers v2.8.7 [569bd051] + PartitionedDistributions v0.1.0 [e409e4f3] + PoissonRandom v0.4.13 [2dfb63ee] + PooledArrays v1.4.3 [85a6dd25] + PositiveFactorizations v0.2.4 [d236fae5] + PreallocationTools v1.7.1 [aea7be01] + PrecompileTools v1.3.4 [21216c6a] + Preferences v1.5.2 [08abe8d2] + PrettyTables v3.4.8 [27ebfcd6] + Primes v0.5.7 [33c8b6b6] + ProgressLogging v0.1.6 [92933f4c] + ProgressMeter v1.11.0 [43287f4e] + PtrArrays v1.4.0 [0c0d3e7f] + PureKLU v1.4.1 [1fd47b50] + QuadGK v2.11.3 [74087812] + Random123 v1.7.1 [e6cf234a] + RandomNumbers v1.6.0 [988b38a3] + ReadOnlyArrays v0.2.0 [795d4caa] + ReadOnlyDicts v1.0.1 [3cdcf5f2] + RecipesBase v1.3.4 [731186ca] + RecursiveArrayTools v4.5.1 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [9fe22ead] + RespecializeParams v1.3.0 [79098fc4] + Rmath v0.9.0 [f2b01f46] + Roots v3.0.8 [7e49a35a] + RuntimeGeneratedFunctions v0.5.25 [9dfe8606] + SCCNonlinearSolve v1.15.2 [26aad666] + SSMProblems v0.6.1 [0bca4576] + SciMLBase v3.50.2 [19f34311] + SciMLJacobianOperators v0.1.18 [a6db7da4] + SciMLLogging v2.1.0 [c0aeaf25] + SciMLOperators v1.30.0 [431bcebd] + SciMLPublic v1.3.0 [53ae85a6] + SciMLStructures v1.10.5 [30f210dd] + ScientificTypesBase v3.1.0 [91c51154] + SentinelArrays v1.4.10 [efcf1570] + Setfield v1.1.2 [727e6d20] + SimpleNonlinearSolve v2.14.1 [699a6c99] + SimpleTraits v0.9.6 [a2af1166] + SortingAlgorithms v1.2.3 [a57abbd0] + SparseColumnPivotedQR v2.1.7 [9f842d2f] + SparseConnectivityTracer v1.2.3 [0a514795] + SparseMatrixColorings v0.4.27 [276daf66] + SpecialFunctions v2.9.0 [d0ee94f6] + StanBase v4.12.4 [c1514b29] + StanSample v7.10.3 [0c0c59c1] + StarAlgebras v0.3.0 [64909d44] + StateSelection v1.11.1 [90137ffa] + StaticArrays v1.9.20 [1e83bf80] + StaticArraysCore v1.4.4 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.5 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.13 ⌅ [4c63d2b9] + StatsFuns v1.5.2 [5e0ebb24] + Strided v2.6.4 [4db3bf67] + StridedViews v0.5.2 ⌅ [892a3eda] + StringManipulation v0.5.0 [2efcf032] + SymbolicIndexingInterface v0.3.55 [19f23fe9] + SymbolicLimits v1.2.1 ⌃ [d1185830] + SymbolicUtils v4.46.1 [0c5d862f] + Symbolics v7.39.0 [ab02a1b2] + TableOperations v1.2.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.14.0 [ed4db957] + TaskLocalValues v0.1.3 [02d47bb6] + TensorCast v0.4.9 [8ea1fca8] + TermInterface v2.0.0 [5d786b92] + TerminalLoggers v0.1.8 [a759f4b9] + TimerOutputs v1.2.1 [3bb67fe8] + TranscodingStreams v0.11.3 [84d833dd] + TransformVariables v0.8.26 [f9bc47f6] + TransformedLogDensities v1.1.1 [24ddb15e] + TransmuteDims v0.1.17 [781d530d] + TruncatedStacktraces v1.4.0 [9d95972d] + TupleTools v1.6.0 ⌅ [fce5fe82] + Turing v0.46.1 [3a884ed6] + UnPack v1.0.2 [d30d5f5c] + WeakCacheSets v0.1.0 [ea10d353] + WeakRefStrings v1.4.3 [76eceee3] + WorkerUtilities v1.6.1 [1d5cc7b8] + IntelOpenMP_jll v2025.2.0+0 [856f044c] + MKL_jll v2025.2.0+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.2+0 [1317d2d5] + oneTBB_jll v2022.3.0+0 [0dad84c5] + ArgTools v1.2.0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.12.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.14.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [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 v1.13.0 [9e88b42a] + Serialization 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 v1.5.7+0 [deac9b47] + LibCURL_jll v8.21.0+0 [e37daf67] + LibGit2_jll v1.9.7+0 [29816b5a] + LibSSH2_jll v1.11.104+0 [14a3606d] + MozillaCACerts_jll v2026.8.13 [4536629a] + OpenBLAS_jll v0.3.34+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.8+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 v1.70.0+0 [3f19e933] + p7zip_jll v17.8.2+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 10.98s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 8.2 s ✓ AbstractPPL 11.6 s ✓ SteadyStateDiffEq 147.2 s ✓ ParameterizedFunctions 5.4 s ✓ AbstractPPL → AbstractPPLDifferentiationInterfaceExt 8.2 s ✓ AbstractPPL → AbstractPPLDistributionsExt 9.0 s ✓ AbstractPPL → AbstractPPLTestExt 7.1 s ✓ AbstractPPL → AbstractPPLForwardDiffExt 15.4 s ✓ Bijectors 10.3 s ✓ AdvancedVI 28.8 s ✓ FlexiChains 8.6 s ✓ Bijectors → BijectorsChainRulesCoreExt 7.3 s ✓ Bijectors → BijectorsEnzymeCoreExt 6.2 s ✓ Bijectors → BijectorsForwardDiffExt 16.8 s ✓ DynamicPPL 11.4 s ✓ FlexiChains → FlexiChainsRecipesBaseExt 11.5 s ✓ FlexiChains → FlexiChainsAdvancedHMCExt ┌ Warning: Environment variable CMDSTAN_HOME not set. Use set_cmdstan_home!. └ @ StanBase ~/.julia/packages/StanBase/iTSQG/src/StanBase.jl:52 33.1 s ✓ FlexiChains → FlexiChainsStanSampleExt 8.0 s ✓ DynamicPPL → DynamicPPLForwardDiffExt 7.3 s ✓ DynamicPPL → DynamicPPLEnzymeCoreExt 7.8 s ✓ AdvancedVI → AdvancedVIDynamicPPLExt 32.1 s ✓ FlexiChains → FlexiChainsDynamicPPLExt 21.2 s ✓ Turing 21.0 s ✓ Turing → TuringDynamicHMCExt ┌ Warning: Environment variable CMDSTAN_HOME not set. Use set_cmdstan_home!. └ @ StanBase ~/.julia/packages/StanBase/iTSQG/src/StanBase.jl:52 117.3 s ✓ DiffEqBayes 24 dependencies successfully precompiled in 566 seconds. 446 already precompiled. 2 dependencies had output during precompilation: ┌ FlexiChains → FlexiChainsStanSampleExt │ ┌ Warning: Environment variable CMDSTAN_HOME not set. Use set_cmdstan_home!. │ └ @ StanBase ~/.julia/packages/StanBase/iTSQG/src/StanBase.jl:52 └ ┌ DiffEqBayes │ ┌ Warning: Environment variable CMDSTAN_HOME not set. Use set_cmdstan_home!. │ └ @ StanBase ~/.julia/packages/StanBase/iTSQG/src/StanBase.jl:52 └ Precompilation completed after 599.41s ################################################################################ # Testing # Testing DiffEqBayes Status `/tmp/jl_ddJJVP/Project.toml` [47edcb42] ADTypes v1.24.0 [2b5f629d] DiffEqBase v7.20.0 [ebbdde9d] DiffEqBayes v3.16.1 [163ba53b] DiffResults v1.1.0 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.131 [ffbed154] DocStringExtensions v0.9.5 [bbc10e6e] DynamicHMC v3.6.1 [f6369f11] ForwardDiff v1.4.5 [3263718b] ImplicitDiscreteSolve v2.2.1 [996a588d] LogDensityProblemsAD v1.13.1 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [961ee093] ModelingToolkit v11.40.0 [429524aa] Optim v2.3.1 [1dea7af3] OrdinaryDiffEq v7.8.1 [90014a1f] PDMats v0.11.41 [65888b18] ParameterizedFunctions v5.27.0 ⌅ [d96e819e] Parameters v0.12.3 [aea7be01] PrecompileTools v1.3.4 [731186ca] RecursiveArrayTools v4.5.1 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [1bc83da4] SafeTestsets v0.1.0 [0bca4576] SciMLBase v3.50.2 [53ae85a6] SciMLStructures v1.10.5 [09d9d899] SciMLTesting v2.13.0 [c1514b29] StanSample v7.10.3 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.13 [9672c7b4] SteadyStateDiffEq v2.16.0 [0c5d862f] Symbolics v7.39.0 [84d833dd] TransformVariables v0.8.26 [f9bc47f6] TransformedLogDensities v1.1.1 ⌅ [fce5fe82] Turing v0.46.1 [8ba89e20] Distributed v1.12.0 [37e2e46d] LinearAlgebra v1.14.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_ddJJVP/Manifest.toml` [47edcb42] ADTypes v1.24.0 [14f7f29c] AMD v0.5.3 [621f4979] AbstractFFTs v1.5.0 [80f14c24] AbstractMCMC v5.16.0 [7a57a42e] AbstractPPL v0.15.5 [6e696c72] AbstractPlutoDingetjes v1.4.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.45 [79e6a3ab] Adapt v4.7.0 [0bf59076] AdvancedHMC v0.8.7 [5b7e9947] AdvancedMH v0.8.10 ⌅ [576499cb] AdvancedPS v0.7.2 [b5ca4192] AdvancedVI v0.7.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.16 [dce04be8] ArgCheck v2.5.0 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.30.1 [4c555306] ArrayLayouts v1.12.2 [aae01518] BandedMatrices v1.12.0 [198e06fe] BangBang v0.4.9 [e2ed5e7c] Bijections v0.2.2 [76274a88] Bijectors v0.16.2 [b2a6c25c] BinaryHeaps v1.1.0 [caf10ac8] BipartiteGraphs v0.1.13 [8e7c35d0] BlockArrays v1.10.0 [70df07ce] BracketingNonlinearSolve v1.12.6 [336ed68f] CSV v0.10.17 [d360d2e6] ChainRulesCore v1.26.1 [0ca39b1e] Chairmarks v1.3.1 [9e997f8a] ChangesOfVariables v0.1.11 [944b1d66] CodecZlib v0.7.9 ⌅ [861a8166] Combinatorics v1.0.2 [38540f10] CommonSolve v0.2.14 [bbf7d656] CommonSubexpressions v0.3.1 [f70d9fcc] CommonWorldInvalidations v1.2.0 [34da2185] Compat v4.18.1 [5224ae11] CompatHelperLocal v0.1.29 [b152e2b5] CompositeTypes v0.1.4 [a33af91c] CompositionsBase v0.1.2 [2569d6c7] ConcreteStructs v0.2.8 [88cd18e8] ConsoleProgressMonitor v0.1.2 [187b0558] ConstructionBase v1.6.0 [a8cc5b0e] Crayons v4.2.0 [9a962f9c] DataAPI v1.16.0 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[14a3606d] MozillaCACerts_jll v2026.8.13 [4536629a] OpenBLAS_jll v0.3.34+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.8+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 v1.70.0+0 [3f19e933] p7zip_jll v17.8.2+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... ┌ Warning: Environment variable CMDSTAN_HOME not set. Use set_cmdstan_home!. └ @ StanBase ~/.julia/packages/StanBase/iTSQG/src/StanBase.jl:52 ┌ Warning: `_unsetindex!(A, i)` is deprecated, use `Base.unsetindex!(A, i)` instead. │ caller = _delete!(h::OrderedCollections.OrderedDict{SymbolicUtils.BasicSymbolicImpl.var"typeof(BasicSymbolicImpl)"{SymbolicUtils.SymReal}, Nothing}, index::Int64) at ordered_dict.jl:441 [inlined] └ @ OrderedCollections ~/.julia/packages/OrderedCollections/MglBA/src/ordered_dict.jl:441 ┌ Warning: `_unsetindex!(A, i)` is deprecated, use `Base.unsetindex!(A, i)` instead. │ caller = _delete!(h::OrderedCollections.OrderedDict{SymbolicUtils.BasicSymbolicImpl.var"typeof(BasicSymbolicImpl)"{SymbolicUtils.SymReal}, Nothing}, index::Int64) at ordered_dict.jl:442 [inlined] └ @ OrderedCollections ~/.julia/packages/OrderedCollections/MglBA/src/ordered_dict.jl:442 ┌ Info: found initial stepsize └ ϵ = 0.2 ┌ Info: Starting MCMC │ total_steps = 75 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00014 │ estimated_seconds_left = 0.01 └ ϵ = 0.2 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -4.807e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: Starting MCMC │ total_steps = 25 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.011 │ estimated_seconds_left = 0.27 └ ϵ = 0.000285 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0001499748773149361, 0.20953840658568695, 0.11597166551631789] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.03 │ estimated_seconds_left = 1.5 └ ϵ = 0.00014 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.00015941323225047958, 0.2555534515004207, 0.22350489261830994] ┌ Info: Starting MCMC │ total_steps = 100 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00018 │ estimated_seconds_left = 0.017 └ ϵ = 0.598 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.00012306185119622228, 0.24371931230982746, 0.2474993041571569] ┌ Info: Starting MCMC │ total_steps = 200 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 8.9e-5 │ estimated_seconds_left = 0.018 └ ϵ = 0.697 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00027 │ estimated_seconds_left = 0.027 └ ϵ = 0.521 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.00012387625035677538, 0.2620207431451265, 0.21507541639003244] ┌ Info: Starting MCMC │ total_steps = 400 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 8.9e-5 │ estimated_seconds_left = 0.036 └ ϵ = 0.879 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00028 │ estimated_seconds_left = 0.085 └ ϵ = 0.886 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.00019 │ estimated_seconds_left = 0.038 └ ϵ = 0.798 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.00021 │ estimated_seconds_left = 0.021 └ ϵ = 0.845 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.00013052060822735795, 0.26204675707553143, 0.2328196631980695] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 7.9e-5 │ estimated_seconds_left = 0.0039 └ ϵ = 0.856 ┌ Info: Starting MCMC └ total_steps = 1000 ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00022 └ estimated_seconds_left = 0.22 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00063 └ estimated_seconds_left = 0.56 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.00025 └ estimated_seconds_left = 0.2 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.00024 └ estimated_seconds_left = 0.17 ┌ Info: MCMC progress │ step = 401 │ seconds_per_step = 0.00024 └ estimated_seconds_left = 0.15 ┌ Info: MCMC progress │ step = 501 │ seconds_per_step = 0.00024 └ estimated_seconds_left = 0.12 ┌ Info: MCMC progress │ step = 601 │ seconds_per_step = 0.00022 └ estimated_seconds_left = 0.09 ┌ Info: MCMC progress │ step = 701 │ seconds_per_step = 0.00024 └ estimated_seconds_left = 0.072 ┌ Info: MCMC progress │ step = 801 │ seconds_per_step = 0.00027 └ estimated_seconds_left = 0.055 ┌ Info: MCMC progress │ step = 901 │ seconds_per_step = 0.0003 └ estimated_seconds_left = 0.03 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[2] = 3.657e+12 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -2.078e+09 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: found initial stepsize └ ϵ = 0.0125 ┌ Info: Starting MCMC │ total_steps = 75 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 8.5e-5 │ estimated_seconds_left = 0.0063 └ ϵ = 0.0125 ┌ Info: Starting MCMC │ total_steps = 25 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.0014 │ estimated_seconds_left = 0.034 └ ϵ = 0.000157 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0007820105551459544, 0.004451173356113508, 0.00036085636882193616, 0.15126589937160234, 0.10590261284451088] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.024 │ estimated_seconds_left = 1.2 └ ϵ = 9.3e-5 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0013843409831114236, 0.0030084198525993614, 0.00047452570720039287, 0.31045146465651846, 0.5246503467530159] ┌ Info: Starting MCMC │ total_steps = 100 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00043 │ estimated_seconds_left = 0.043 └ ϵ = 0.208 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0013986590223119728, 0.0029114136805735917, 0.0004910761645214178, 0.29515134691940764, 0.3057484228057551] ┌ Info: Starting MCMC │ total_steps = 200 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00036 │ estimated_seconds_left = 0.072 └ ϵ = 0.163 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.0011 │ estimated_seconds_left = 0.11 └ ϵ = 0.263 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0013675234129847213, 0.002730086141295007, 0.00046908248701092443, 0.26336533197793466, 0.2554753707761282] ┌ Info: Starting MCMC │ total_steps = 400 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00073 │ estimated_seconds_left = 0.29 └ ϵ = 0.216 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.0013 │ estimated_seconds_left = 0.4 └ ϵ = 0.304 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.0012 │ estimated_seconds_left = 0.24 └ ϵ = 0.232 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.00075 │ estimated_seconds_left = 0.074 └ ϵ = 0.296 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.001427871473740131, 0.0031178592726260703, 0.0004789718748574476, 0.2769041048577699, 0.26964827911768396] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00038 │ estimated_seconds_left = 0.018 └ ϵ = 0.241 ┌ Info: Starting MCMC └ total_steps = 1000 ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00077 └ estimated_seconds_left = 0.77 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.0011 └ estimated_seconds_left = 1.0 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.0012 └ estimated_seconds_left = 0.97 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.00088 └ estimated_seconds_left = 0.62 ┌ Info: MCMC progress │ step = 401 │ seconds_per_step = 0.00085 └ estimated_seconds_left = 0.51 ┌ Info: MCMC progress │ step = 501 │ seconds_per_step = 0.00094 └ estimated_seconds_left = 0.47 ┌ Info: MCMC progress │ step = 601 │ seconds_per_step = 0.0013 └ estimated_seconds_left = 0.51 ┌ Info: MCMC progress │ step = 701 │ seconds_per_step = 0.00087 └ estimated_seconds_left = 0.26 ┌ Info: MCMC progress │ step = 801 │ seconds_per_step = 0.00087 └ estimated_seconds_left = 0.17 ┌ Info: MCMC progress │ step = 901 │ seconds_per_step = 0.00089 └ estimated_seconds_left = 0.088 ┌ Info: found initial stepsize └ ϵ = 0.025 ┌ Info: Starting MCMC │ total_steps = 75 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 5.1e-5 │ estimated_seconds_left = 0.0038 └ ϵ = 0.025 ┌ Info: Starting MCMC │ total_steps = 25 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.0003 │ estimated_seconds_left = 0.0072 └ ϵ = 0.00166 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0006449916953651942, 0.15708806203081607] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.026 │ estimated_seconds_left = 1.3 └ ϵ = 0.000498 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0003039114672926341, 0.38632718243086567] ┌ Info: Starting MCMC │ total_steps = 100 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00023 │ estimated_seconds_left = 0.022 └ ϵ = 0.269 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0001789813287773269, 0.2249352440487102] ┌ Info: Starting MCMC │ total_steps = 200 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 8.5e-5 │ estimated_seconds_left = 0.017 └ ϵ = 0.525 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00023 │ estimated_seconds_left = 0.023 └ ϵ = 0.754 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.00018568340040920516, 0.2389250126515083] ┌ Info: Starting MCMC │ total_steps = 400 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 4.6e-5 │ estimated_seconds_left = 0.018 └ ϵ = 0.936 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00026 │ estimated_seconds_left = 0.079 └ ϵ = 1.69 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.00018 │ estimated_seconds_left = 0.036 └ ϵ = 1.97 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.00017 │ estimated_seconds_left = 0.017 └ ϵ = 0.475 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.00019280979952733792, 0.25093331512017064] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 3.5e-5 │ estimated_seconds_left = 0.0017 └ ϵ = 0.912 ┌ Info: Starting MCMC └ total_steps = 1000 ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 8.8e-5 └ estimated_seconds_left = 0.088 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00024 └ estimated_seconds_left = 0.21 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.00021 └ estimated_seconds_left = 0.17 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.00025 └ estimated_seconds_left = 0.17 ┌ Info: MCMC progress │ step = 401 │ seconds_per_step = 0.00025 └ estimated_seconds_left = 0.15 ┌ Info: MCMC progress │ step = 501 │ seconds_per_step = 0.00022 └ estimated_seconds_left = 0.11 ┌ Info: MCMC progress │ step = 601 │ seconds_per_step = 0.00027 └ estimated_seconds_left = 0.11 ┌ Info: MCMC progress │ step = 701 │ seconds_per_step = 0.00025 └ estimated_seconds_left = 0.074 ┌ Info: MCMC progress │ step = 801 │ seconds_per_step = 0.00023 └ estimated_seconds_left = 0.046 ┌ Info: MCMC progress │ step = 901 │ seconds_per_step = 0.00025 └ estimated_seconds_left = 0.025 ┌ Warning: Verbosity toggle: init_NaN │ First function call produced NaNs. Exiting. Double check that none of the initial conditions, parameters, or timespan values are NaN. └ @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/JEGPE/src/initdt.jl:193 ┌ Warning: Verbosity toggle: dt_epsilon │ At t=0.0, dt was forced below floating point epsilon 5.0e-324. Aborting. There is either an error in your model specification or the true solution is unstable (or it cannot be represented in ForwardDiff.Dual{ForwardDiff.Tag{Base.Fix1{typeof(LogDensityProblems.logdensity), TransformedLogDensities.TransformedLogDensity{TransformVariables.TransformTuple{@NamedTuple{parameters::TransformVariables.ArrayTransformation{TransformVariables.TVExp, 1}, σ::TransformVariables.ArrayTransformation{TransformVariables.TVExp, 1}}}, DiffEqBayes.DynamicHMCPosterior{OrdinaryDiffEqTsit5.Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), FastBroadcast.Serial}, SciMLBase.ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, Main.var"##Core/dynamicHMC.jl#146".LotkaVolterraTest1{Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedDiffEqFunction#148", Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedTGradFunction#149", Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedJacobianFunction#150", Nothing, Nothing, ModelingToolkitBase.System}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Matrix{Float64}, Vector{Float64}, Vector{Distributions.Normal{Float64}}, Vector{Distributions.Normal{Float64}}, Tuple{}, Vector{Int64}, typeof(identity)}}}, Float64}, Float64, 3} precision). │ │ Diagnostics: │ │ State Analysis: │ u[1] = NaN is non-finite (NaN/Inf) │ u[2] = NaN is non-finite (NaN/Inf) │ │ Error Analysis: │ step error estimate EEst = NaN (a step is accepted when EEst <= 1) │ 2 of 3 weighted residuals are non-finite (NaN/Inf) │ largest contributors to EEst = internalnorm(atmp), where atmp is the tolerance-weighted local error per state component: │ atmp[1] = NaN, u[1] = NaN, uprev[1] = 1.819 │ atmp[2] = NaN, u[2] = NaN, uprev[2] = 1 │ atmp[3] = 0, u[3] = 1, uprev[3] = 1 └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: dt_epsilon │ Initial timestep too small (near machine epsilon), using default: dt = 1.0e-6 └ @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/JEGPE/src/initdt.jl:222 ┌ Warning: Verbosity toggle: dt_epsilon │ At t=2.6007788134500465e-270, dt was forced below floating point epsilon 4.2030456845295373e-286. Aborting. There is either an error in your model specification or the true solution is unstable (or it cannot be represented in ForwardDiff.Dual{ForwardDiff.Tag{Base.Fix1{typeof(LogDensityProblems.logdensity), TransformedLogDensities.TransformedLogDensity{TransformVariables.TransformTuple{@NamedTuple{parameters::TransformVariables.ArrayTransformation{TransformVariables.TVExp, 1}, σ::TransformVariables.ArrayTransformation{TransformVariables.TVExp, 1}}}, DiffEqBayes.DynamicHMCPosterior{OrdinaryDiffEqTsit5.Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), FastBroadcast.Serial}, SciMLBase.ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, Main.var"##Core/dynamicHMC.jl#146".LotkaVolterraTest1{Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedDiffEqFunction#148", Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedTGradFunction#149", Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedJacobianFunction#150", Nothing, Nothing, ModelingToolkitBase.System}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Matrix{Float64}, Vector{Float64}, Vector{Distributions.Normal{Float64}}, Vector{Distributions.Normal{Float64}}, Tuple{}, Vector{Int64}, typeof(identity)}}}, Float64}, Float64, 3} precision). │ │ Diagnostics: │ │ State Analysis: │ u[1] = 1.202e+34 has grown >1e6× its initial value │ │ Error Analysis: │ step error estimate EEst = NaN (a step is accepted when EEst <= 1) │ 2 of 3 weighted residuals are non-finite (NaN/Inf) │ largest contributors to EEst = internalnorm(atmp), where atmp is the tolerance-weighted local error per state component: │ atmp[1] = NaN, u[1] = 1.202e+34, uprev[1] = 1.202e+34 │ atmp[2] = NaN, u[2] = 1, uprev[2] = 1 │ atmp[3] = 0, u[3] = 1, uprev[3] = 1 └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: dt_epsilon │ Initial timestep too small (near machine epsilon), using default: dt = 1.0e-6 └ @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/JEGPE/src/initdt.jl:222 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[2] = 1.193e+70 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: dt_epsilon │ Initial timestep too small (near machine epsilon), using default: dt = 1.0e-6 └ @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/JEGPE/src/initdt.jl:222 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[2] = 3.988e+18 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -6.006e+10 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: found initial stepsize └ ϵ = 0.00156 ┌ Info: Starting MCMC │ total_steps = 75 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 7.5e-5 │ estimated_seconds_left = 0.0055 └ ϵ = 0.00156 ┌ Info: Starting MCMC │ total_steps = 25 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.018 │ estimated_seconds_left = 0.44 └ ϵ = 0.000532 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0009665837459010743, 0.00041069747260082, 0.093203652263573] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.02 │ estimated_seconds_left = 1.0 └ ϵ = 0.000293 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0006919922438406059, 0.00028189400104470337, 0.39553206377300965] ┌ Info: Starting MCMC │ total_steps = 100 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 3.7e-5 │ estimated_seconds_left = 0.0036 └ ϵ = 0.367 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0008694828850425854, 0.0003009151175875495, 0.22612542722007153] ┌ Info: Starting MCMC │ total_steps = 200 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00019 │ estimated_seconds_left = 0.038 └ ϵ = 0.425 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00045 │ estimated_seconds_left = 0.044 └ ϵ = 0.527 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0008905381957229688, 0.000317381225978645, 0.22301635588697846] ┌ Info: Starting MCMC │ total_steps = 400 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00017 │ estimated_seconds_left = 0.066 └ ϵ = 0.465 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00038 │ estimated_seconds_left = 0.11 └ ϵ = 0.443 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.00029 │ estimated_seconds_left = 0.058 └ ϵ = 0.345 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.00032 │ estimated_seconds_left = 0.032 └ ϵ = 0.476 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0008990687420245196, 0.0003260871812292723, 0.2560416482741722] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00014 │ estimated_seconds_left = 0.007 └ ϵ = 0.443 ┌ Info: Starting MCMC └ total_steps = 1000 ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00031 └ estimated_seconds_left = 0.31 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.00033 └ estimated_seconds_left = 0.29 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.00038 └ estimated_seconds_left = 0.3 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.00042 └ estimated_seconds_left = 0.29 ┌ Info: MCMC progress │ step = 401 │ seconds_per_step = 0.00047 └ estimated_seconds_left = 0.28 ┌ Info: MCMC progress │ step = 501 │ seconds_per_step = 0.00043 └ estimated_seconds_left = 0.22 ┌ Info: MCMC progress │ step = 601 │ seconds_per_step = 0.00043 └ estimated_seconds_left = 0.17 ┌ Info: MCMC progress │ step = 701 │ seconds_per_step = 0.0014 └ estimated_seconds_left = 0.41 ┌ Info: MCMC progress │ step = 801 │ seconds_per_step = 0.00032 └ estimated_seconds_left = 0.063 ┌ Info: MCMC progress │ step = 901 │ seconds_per_step = 0.00035 └ estimated_seconds_left = 0.034 ┌ Warning: Assignment to `bayesian_result` in soft scope is ambiguous because a global variable by the same name exists: `bayesian_result` will be treated as a new local. Disambiguate by using `local bayesian_result` to suppress this warning or `global bayesian_result` to assign to the existing global variable. └ @ ~/.julia/packages/DiffEqBayes/h7sUs/test/dynamicHMC.jl:77 ┌ Info: Starting MCMC │ total_steps = 75 └ tuning = "stepsize" ┌ Warning: Verbosity toggle: init_NaN │ First function call produced NaNs. Exiting. Double check that none of the initial conditions, parameters, or timespan values are NaN. └ @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/JEGPE/src/initdt.jl:193 ┌ Warning: Verbosity toggle: dt_epsilon │ At t=0.0, dt was forced below floating point epsilon 5.0e-324. Aborting. There is either an error in your model specification or the true solution is unstable (or it cannot be represented in ForwardDiff.Dual{ForwardDiff.Tag{Base.Fix1{typeof(LogDensityProblems.logdensity), TransformedLogDensities.TransformedLogDensity{TransformVariables.TransformTuple{@NamedTuple{parameters::TransformVariables.ArrayTransformation{TransformVariables.TVExp, 1}, σ::TransformVariables.ArrayTransformation{TransformVariables.TVExp, 1}}}, DiffEqBayes.DynamicHMCPosterior{OrdinaryDiffEqTsit5.Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), FastBroadcast.Serial}, SciMLBase.ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, Main.var"##Core/dynamicHMC.jl#146".LotkaVolterraTest4{Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedDiffEqFunction#155", Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedTGradFunction#156", Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedJacobianFunction#157", Nothing, Nothing, ModelingToolkitBase.System}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Matrix{Float64}, Vector{Float64}, @NamedTuple{a::Distributions.Truncated{Distributions.Normal{Float64}, Distributions.Continuous, Float64, Float64, Float64}, b::Distributions.Truncated{Distributions.Normal{Float64}, Distributions.Continuous, Float64, Float64, Float64}, c::Distributions.Truncated{Distributions.Normal{Float64}, Distributions.Continuous, Float64, Float64, Float64}, d::Distributions.Truncated{Distributions.Normal{Float64}, Distributions.Continuous, Float64, Float64, Float64}}, Vector{Distributions.Normal{Float64}}, Tuple{}, Nothing, typeof(identity)}}}, Float64}, Float64, 6} precision). │ │ Diagnostics: │ │ State Analysis: │ All 2 state variables are non-finite (NaN/Inf) │ │ Error Analysis: │ step error estimate EEst = NaN (a step is accepted when EEst <= 1) │ 2 of 2 weighted residuals are non-finite (NaN/Inf) │ largest contributors to EEst = internalnorm(atmp), where atmp is the tolerance-weighted local error per state component: │ atmp[1] = NaN, u[1] = NaN, uprev[1] = 1 │ atmp[2] = NaN, u[2] = NaN, uprev[2] = 1 └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.15 │ estimated_seconds_left = 11.0 └ ϵ = 1.0 ┌ Warning: Verbosity toggle: init_NaN │ First function call produced NaNs. Exiting. Double check that none of the initial conditions, parameters, or timespan values are NaN. └ @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/JEGPE/src/initdt.jl:193 ┌ Warning: Verbosity toggle: dt_epsilon │ At t=0.0, dt was forced below floating point epsilon 5.0e-324. Aborting. There is either an error in your model specification or the true solution is unstable (or it cannot be represented in ForwardDiff.Dual{ForwardDiff.Tag{Base.Fix1{typeof(LogDensityProblems.logdensity), TransformedLogDensities.TransformedLogDensity{TransformVariables.TransformTuple{@NamedTuple{parameters::TransformVariables.ArrayTransformation{TransformVariables.TVExp, 1}, σ::TransformVariables.ArrayTransformation{TransformVariables.TVExp, 1}}}, DiffEqBayes.DynamicHMCPosterior{OrdinaryDiffEqTsit5.Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), FastBroadcast.Serial}, SciMLBase.ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, Main.var"##Core/dynamicHMC.jl#146".LotkaVolterraTest4{Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedDiffEqFunction#155", Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedTGradFunction#156", Main.var"##Core/dynamicHMC.jl#146".var"###ParameterizedJacobianFunction#157", Nothing, Nothing, ModelingToolkitBase.System}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Matrix{Float64}, Vector{Float64}, @NamedTuple{a::Distributions.Truncated{Distributions.Normal{Float64}, Distributions.Continuous, Float64, Float64, Float64}, b::Distributions.Truncated{Distributions.Normal{Float64}, Distributions.Continuous, Float64, Float64, Float64}, c::Distributions.Truncated{Distributions.Normal{Float64}, Distributions.Continuous, Float64, Float64, Float64}, d::Distributions.Truncated{Distributions.Normal{Float64}, Distributions.Continuous, Float64, Float64, Float64}}, Vector{Distributions.Normal{Float64}}, Tuple{}, Nothing, typeof(identity)}}}, Float64}, Float64, 6} precision). │ │ Diagnostics: │ │ State Analysis: │ All 2 state variables are non-finite (NaN/Inf) │ │ Error Analysis: │ step error estimate EEst = NaN (a step is accepted when EEst <= 1) │ 2 of 2 weighted residuals are non-finite (NaN/Inf) │ largest contributors to EEst = internalnorm(atmp), where atmp is the tolerance-weighted local error per state component: │ atmp[1] = NaN, u[1] = NaN, uprev[1] = 1 │ atmp[2] = NaN, u[2] = NaN, uprev[2] = 1 └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: dt_epsilon │ Initial timestep too small (near machine epsilon), using default: dt = 1.0e-6 └ @ OrdinaryDiffEqCore ~/.julia/packages/OrdinaryDiffEqCore/JEGPE/src/initdt.jl:222 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: Starting MCMC │ total_steps = 25 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.032 │ estimated_seconds_left = 0.76 └ ϵ = 0.000342 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.000718140898024915, 0.001602814061203345, 0.0009678972327530811, 0.0015476132699443837, 0.10954495219700809, 0.1643068963013372] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.045 │ estimated_seconds_left = 2.2 └ ϵ = 0.000222 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0013781168895783602, 0.0016796804029117404, 0.0018758604877577752, 0.0022279015616364093, 0.2643053470557235, 0.2699378533686428] ┌ Info: Starting MCMC │ total_steps = 100 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00097 │ estimated_seconds_left = 0.096 └ ϵ = 0.137 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.0013155564941036504, 0.0016832201876000614, 0.0018192632355861736, 0.002195508880159998, 0.39249242889744407, 0.2711814386225976] ┌ Info: Starting MCMC │ total_steps = 200 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.0015 │ estimated_seconds_left = 0.31 └ ϵ = 0.0945 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.0021 │ estimated_seconds_left = 0.21 └ ϵ = 0.188 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.001377939837493531, 0.002023359197985233, 0.0019454566192919252, 0.0022652375063571214, 0.37874969611501186, 0.2898805196387056] ┌ Info: Starting MCMC │ total_steps = 400 └ tuning = "stepsize and LinearAlgebra.Diagonal metric" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00085 │ estimated_seconds_left = 0.34 └ ϵ = 0.116 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.003 │ estimated_seconds_left = 0.89 └ ϵ = 0.0708 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.0037 │ estimated_seconds_left = 0.74 └ ϵ = 0.161 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.0016 │ estimated_seconds_left = 0.16 └ ϵ = 0.122 ┌ Info: adaptation finished └ adapted_kinetic_energy = Gaussian kinetic energy (Diagonal), √diag(M⁻¹): [0.001384388332101523, 0.0017991786909254714, 0.0018381241643598168, 0.0022533582176884523, 0.3094678645411752, 0.2747612850375283] ┌ Info: Starting MCMC │ total_steps = 50 └ tuning = "stepsize" ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.0017 │ estimated_seconds_left = 0.082 └ ϵ = 0.115 ┌ Info: Starting MCMC └ total_steps = 1000 ┌ Info: MCMC progress │ step = 1 │ seconds_per_step = 0.00045 └ estimated_seconds_left = 0.45 ┌ Info: MCMC progress │ step = 101 │ seconds_per_step = 0.0025 └ estimated_seconds_left = 2.3 ┌ Info: MCMC progress │ step = 201 │ seconds_per_step = 0.002 └ estimated_seconds_left = 1.6 ┌ Info: MCMC progress │ step = 301 │ seconds_per_step = 0.0027 └ estimated_seconds_left = 1.9 ┌ Info: MCMC progress │ step = 401 │ seconds_per_step = 0.002 └ estimated_seconds_left = 1.2 ┌ Info: MCMC progress │ step = 501 │ seconds_per_step = 0.0023 └ estimated_seconds_left = 1.2 ┌ Info: MCMC progress │ step = 601 │ seconds_per_step = 0.0017 └ estimated_seconds_left = 0.69 ┌ Info: MCMC progress │ step = 701 │ seconds_per_step = 0.0024 └ estimated_seconds_left = 0.72 ┌ Info: MCMC progress │ step = 801 │ seconds_per_step = 0.002 └ estimated_seconds_left = 0.39 ┌ Info: MCMC progress │ step = 901 │ seconds_per_step = 0.0023 └ estimated_seconds_left = 0.23 Test Summary: | Pass Broken Total Time Core/dynamicHMC.jl | 8 2 10 8m42.0s Test Summary: | Pass Total Time Core/precompile_workload.jl | 3 3 2.0s Test Summary: | Pass Total Time Core/public_interface.jl | 6 6 37.2s One parameter case ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -5.212e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -5.212e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -1.264e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: Found initial step size └ ϵ = 0.0125 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -5.563e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 bayesian_result = FlexiChains.VNChain{FlexiChains.FlexiChainMetadata{DimensionalData.Dimensions.Lookups.Sampled{Int64, UnitRange{Int64}, DimensionalData.Dimensions.Lookups.ForwardOrdered, DimensionalData.Dimensions.Lookups.Regular{Int64}, DimensionalData.Dimensions.Lookups.Points, DimensionalData.Dimensions.Lookups.NoMetadata}, DimensionalData.Dimensions.Lookups.Sampled{Int64, UnitRange{Int64}, DimensionalData.Dimensions.Lookups.ForwardOrdered, DimensionalData.Dimensions.Lookups.Regular{Int64}, DimensionalData.Dimensions.Lookups.Points, DimensionalData.Dimensions.Lookups.NoMetadata}, Vector{Float64}, Vector{Missing}}}(OrderedCollections.OrderedDict{Union{FlexiChains.Parameter{var"#s38"}, FlexiChains.Extra} where var"#s38"<:AbstractPPL.VarName, Matrix}(Parameter(a) => [1.4903441467576848; 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[0.15815612267436505];;], Extra(:n_steps) => [1; 5; 3; 7; 7; 3; 7; 3; 7; 7; 7; 5; 3; 5; 3; 7; 7; 7; 7; 11; 7; 7; 5; 3; 7; 3; 7; 1; 5; 7; 5; 7; 7; 7; 3; 7; 7; 3; 7; 3; 3; 1; 3; 3; 5; 1; 7; 1; 3; 3; 3; 3; 7; 3; 3; 3; 3; 3; 5; 1; 7; 5; 7; 15; 7; 7; 7; 5; 7; 3; 7; 7; 7; 5; 3; 7; 7; 3; 3; 3; 7; 3; 3; 7; 1; 1; 3; 7; 7; 5; 5; 7; 7; 5; 7; 3; 11; 7; 3; 7; 3; 1; 7; 3; 7; 3; 7; 5; 1; 5; 3; 3; 7; 5; 7; 7; 3; 7; 7; 1; 1; 3; 3; 1; 1; 7; 5; 3; 3; 1; 7; 3; 7; 5; 3; 7; 7; 3; 7; 7; 1; 7; 5; 3; 3; 7; 3; 5; 7; 3; 15; 7; 7; 3; 3; 7; 7; 9; 3; 5; 7; 15; 7; 31; 1; 7; 5; 3; 7; 3; 3; 3; 3; 5; 7; 7; 7; 7; 7; 3; 1; 15; 5; 15; 3; 7; 3; 3; 5; 5; 7; 7; 3; 7; 5; 7; 5; 1; 1; 3; 5; 7; 7; 5; 3; 7; 7; 1; 5; 7; 1; 1; 7; 1; 7; 7; 7; 7; 1; 3; 7; 7; 1; 5; 1; 7; 3; 3; 5; 3; 3; 3; 7; 7; 7; 7; 5; 1; 7; 3; 3; 3; 7; 7; 15; 3; 15; 1; 7; 1; 7; 7; 11; 3; 7; 1; 3; 5; 5; 3; 7; 5; 1; 7; 5; 7; 7; 1; 7; 1; 7; 3; 3; 7; 7; 3; 7; 7; 5; 7; 5; 1; 1; 3; 3; 3; 1; 1; 7; 3; 1; 7; 7; 7; 7; 5; 3; 7; 3; 3; 3; 3; 7; 7; 3; 7; 7; 7; 7; 3; 3; 3; 7; 1; 7; 7; 7; 5; 15; 3; 7; 1; 7; 7; 7; 3; 3; 7; 11; 7; 5; 7; 1; 1; 7; 1; 1; 7; 7; 5; 3; 1; 3; 3; 3; 1; 1; 3; 1; 1; 1; 7; 7; 3; 1; 3; 3; 3; 7; 3; 3; 3; 3; 3; 3; 7; 3; 1; 7; 7; 7; 3; 5; 7; 7; 3; 7; 3; 1; 7; 3; 1; 7; 1; 1; 1; 15; 7; 7; 7; 1; 7; 5; 7; 3; 3; 3; 3; 3; 3; 3; 3; 7; 1; 3; 3; 3; 3; 7; 7; 5; 5; 3; 7; 1; 7; 7; 7; 7; 3; 3; 3; 3; 3; 1; 1; 3; 5; 3; 3; 3; 7; 3; 3; 3; 7; 7; 7; 7; 1; 3; 7; 7; 13; 7; 3; 5; 1; 5; 7; 7; 7; 3; 1; 1; 3; 15; 1; 7; 1; 15; 7; 7; 1; 7; 3; 7; 7; 11; 7; 5; 3; 5; 7; 3; 3; 7; 7; 7; 7; 5; 7; 7; 1; 1; 7; 3; 3; 7; 3; 11; 5; 1; 1; 7; 5; 15; 1; 15; 7;;], Extra(:is_accept) => Bool[1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1;;], Extra(:acceptance_rate) => [0.1658964096852979; 0.7516138151071472; 0.9985652147704238; 1.0; 0.9971603977107787; 0.9287783020573905; 0.9513305553312653; 1.0; 0.9636128892817629; 0.741299117511471; 0.49120749697409666; 0.2859686571546403; 0.8178099836072527; 0.4256094225717238; 0.9563374661920317; 0.23131621320366005; 0.9929902744216285; 0.8092484672690085; 0.9821843667695802; 0.00464157117616265; 0.9180826518025953; 0.9726269146148709; 1.0; 0.9546199968048185; 0.6471013578162736; 0.18388983789867994; 0.9921875144385146; 0.5738778908653324; 0.9196532936400118; 0.9961463807532361; 0.4706393349931596; 0.4241307293671049; 0.8759097549156041; 0.6136472074717358; 0.9625282685457167; 0.9644250274995579; 0.8842385656478269; 0.7051680932189607; 0.22690002819333; 0.8617612972567718; 1.0; 1.0; 2.695199776575802e-5; 0.1998758759645408; 1.0; 0.3212419385355327; 0.9923773749072154; 0.04389538941762651; 1.0; 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0.8012664990226549; 0.9991625657546835; 0.5425457093726849; 0.0002517631166776292; 0.10714251028037425; 1.0; 0.7719329794395746; 1.0; 0.9692713437142803; 0.7751249121025147; 0.2564473973571694; 0.9884320162702237; 0.998383532663814; 0.9652685201792027; 0.48567778141846885; 1.0; 0.8261499666981805; 0.0009358166605790656; 0.1425135703709243; 0.14200876920345076; 0.3333748986280584; 0.6074969282885686; 0.478664405205748; 0.14888129300668923; 0.9624516112932443; 0.5257837835126217; 1.0; 0.9383380248040277; 0.8268739109372277; 0.9784590037527876; 0.08525037179324706; 0.9688196857121518; 0.9654377434896874; 0.639248805758544; 0.022081654959209027; 0.7051518605981263; 0.5069681909688314; 0.13338267178447533; 0.46086926249751475; 0.9457529331815978; 0.7562377886499143; 0.8944242660589181; 0.9182732524939381; 0.27828566392690735; 0.564932104556043; 0.9727112674402827; 0.9834525277273091; 0.982481404170317; 0.7908579926880482; 0.6786371282278035; 0.9973808780780643; 0.9977896363989328; 0.9906099653319274; 0.9062108870942961; 0.9877105859919711; 0.21592218959565554; 0.938269701217077; 0.3389172552579098; 0.11193594390619487; 0.8945813437514213; 0.9947153973419959; 0.996276255875525; 0.17610318160803293; 0.8891550172702792; 0.44519729693586335; 0.49272020215649576; 0.9784234936891301; 0.9417098147392348; 0.0024004644175676716; 1.0; 0.023488915488074268; 0.01477759397138816; 0.0010816067591147512; 0.8555240035673679; 0.8805808678623013; 0.47021147855508894; 0.15178576133561694; 0.006617000625304905; 0.005519317083328239; 0.33335676589251456; 0.08938338506671878; 1.732349978663824e-6; 6.292522697320208e-7; 0.018270167069573347; 9.754679150519815e-5; 3.4863002348424656e-7; 4.8904541108912814e-9; 1.0; 0.4801228972142507; 1.0; 0.052575169418644645; 0.658339635819298; 0.968165227365299; 0.990321030554783; 0.8668915556004618; 1.0; 0.9286391178338281; 0.9881244429312815; 0.9427594895853728; 0.9527155012653502; 0.4902281030087951; 0.7253354248203345; 0.9421040156799534; 0.897747117910355; 0.9507072045679325; 0.29002152389260016; 0.2001460116815798; 0.23969139035212397; 0.799403824453474; 0.5348970399601122; 0.8243604670091885; 0.6600916450337525; 0.9456413257423534; 0.333335207976496; 0.001334882657646997; 0.24418717087331135; 0.33335489414671854; 1.0; 0.05462998051912958; 2.774585451838813e-9; 0.31574447032827285; 2.8317259815362035e-7; 0.4034683305595805; 1.0; 0.8016292072665239; 0.9711157202228746; 0.26157426450897353; 0.6974935279211735; 0.6059946918704064; 0.2873425172855023; 0.7411281740341137; 0.9503332132436624; 0.9757888358944137; 0.8322636510954391; 0.9633499508296707; 0.9149878519521314; 0.9878071758163341; 0.9763678716269064; 0.8411937001058177; 1.0; 0.9917114486623678; 0.8518346751721856; 1.0; 0.9216853470210337; 0.9728842797574052; 0.5383752358296597; 0.41261897005806336; 0.6125162759545197; 0.9775176787486268; 0.9543446760852756; 0.5401161022892159; 0.5476063237081418; 0.5106051294530553; 0.5803701503273795; 0.9923489018745626; 0.9964096018675024; 1.0; 0.8943592377440625; 1.0; 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VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple();;]) ┌ Info: Found initial step size └ ϵ = 0.0125 ┌ Info: Found initial step size └ ϵ = 0.0125 Multithreaded case ┌ Warning: Only a single thread available: MCMC chains are not sampled in parallel └ @ AbstractMCMC ~/.julia/packages/AbstractMCMC/NK6XN/src/sample.jl:544 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -5.915e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -5.915e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -1.429e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: Found initial step size └ ϵ = 0.0125 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -7.271e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -5.184e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -5.184e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -1.258e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: Found initial step size └ ϵ = 0.0125 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -6.225e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -3.282e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -3.282e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -8.111e+07 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: dt_epsilon │ At t=0.837135412655854, dt was forced below floating point epsilon 1.1102230246251565e-16. Aborting. There is either an error in your model specification or the true solution is unstable (or it cannot be represented in ForwardDiff.Dual{ForwardDiff.Tag{DynamicPPL.DynamicPPLTag, Float64}, Float64, 4} precision). │ │ Diagnostics: │ │ State Analysis: │ u[1] = 2.56e+16 has grown >1e6× its initial value │ u[2] = -2.56e+16 has grown >1e6× its initial value │ │ Error Analysis: │ step error estimate EEst = 29.75 (a step is accepted when EEst <= 1) │ largest contributors to EEst = internalnorm(atmp), where atmp is the tolerance-weighted local error per state component: │ atmp[1] = 1.565e-15, u[1] = 2.56e+16, uprev[1] = 4.258e+15 │ atmp[2] = -1.565e-15, u[2] = -2.56e+16, uprev[2] = -4.258e+15 └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: Found initial step size └ ϵ = 0.0125 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -4.136e+08 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -3.152e+07 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 ┌ Info: Found initial step size └ ϵ = 0.00625 ┌ Info: Found initial step size └ ϵ = 0.0125 ┌ Warning: Verbosity toggle: max_iters │ Interrupted. Larger maxiters is needed. If you are using an integrator for non-stiff ODEs or an automatic switching algorithm (the default), you may want to consider using a method for stiff equations. See the solver pages for more details (e.g. https://docs.sciml.ai/DiffEqDocs/stable/solvers/ode_solve/#Stiff-Problems). │ │ Diagnostics: │ │ State Analysis: │ u[1] = -2.485e+07 has grown >1e6× its initial value └ @ DiffEqBase ~/.julia/packages/DiffEqBase/wagoT/src/check_error.jl:37 Four parameter case ┌ Info: Found initial step size └ ϵ = 0.0125 bayesian_result = FlexiChains.VNChain{FlexiChains.FlexiChainMetadata{DimensionalData.Dimensions.Lookups.Sampled{Int64, UnitRange{Int64}, DimensionalData.Dimensions.Lookups.ForwardOrdered, DimensionalData.Dimensions.Lookups.Regular{Int64}, DimensionalData.Dimensions.Lookups.Points, DimensionalData.Dimensions.Lookups.NoMetadata}, DimensionalData.Dimensions.Lookups.Sampled{Int64, UnitRange{Int64}, DimensionalData.Dimensions.Lookups.ForwardOrdered, DimensionalData.Dimensions.Lookups.Regular{Int64}, DimensionalData.Dimensions.Lookups.Points, DimensionalData.Dimensions.Lookups.NoMetadata}, Vector{Float64}, Vector{Missing}}}(OrderedCollections.OrderedDict{Union{FlexiChains.Parameter{var"#s38"}, FlexiChains.Extra} where var"#s38"<:AbstractPPL.VarName, Matrix}(Parameter(a) => [1.4995446857882224; 1.4967908678926853; 1.495716357490161; 1.5072349421176632; 1.4981530846577262; 1.5011146614596371; 1.4953988061817254; 1.4972487274071635; 1.4983112140669081; 1.5027223784513484; 1.50285782802569; 1.506070684651451; 1.505719092028619; 1.501661640812371; 1.5016114549953175; 1.4992903991630875; 1.4916225254020432; 1.4878667900406424; 1.4998785578764071; 1.4995942987649498; 1.4968742794810355; 1.4990721615278388; 1.5034365341962932; 1.5010717503154143; 1.5049312983050016; 1.4987080255854262; 1.4978692237329092; 1.502562366894882; 1.5019578933384292; 1.4961492432869492; 1.499427278179416; 1.4990195146146255; 1.4972362224304503; 1.50201707085209; 1.497974008670918; 1.496588895542239; 1.5028518877545411; 1.5039872609437848; 1.4951258048697291; 1.5021207031257258; 1.5035104054792243; 1.5077482541768434; 1.4999892059350146; 1.5007276322859349; 1.4961963481789764; 1.5001998996209156; 1.4961068284496901; 1.5050921571804856; 1.4912044913788478; 1.4967046011720153; 1.5002259595343148; 1.5027456121138734; 1.5027456121138734; 1.5027456121138734; 1.5016749466756507; 1.5001508938901311; 1.4937877309687653; 1.5057788016458642; 1.5005719762336063; 1.5062117185998845; 1.5018401264355223; 1.499700825648215; 1.4933783512426033; 1.5001588074636818; 1.5073537939570518; 1.4957384595042265; 1.4986491636714498; 1.509372180899768; 1.504813045407001; 1.4934671001011142; 1.498949498422109; 1.5002069625444445; 1.5006258379162425; 1.5013504087784553; 1.4967021124818334; 1.4926655568126606; 1.491830981643523; 1.4997420514148627; 1.5022045462852955; 1.5084727233921675; 1.5047923000010355; 1.5079669790359194; 1.5008328370211628; 1.499675752694223; 1.5007958128784231; 1.5024993538879015; 1.4901218362814626; 1.4941175445703834; 1.4931694938809035; 1.5070449386640679; 1.4833430983819589; 1.4948644509270503; 1.510099419125896; 1.5041334616157442; 1.4985415281333245; 1.5112003534851763; 1.4984512722458094; 1.50304750053149; 1.5037187366654603; 1.497205453491393; 1.5088922360802637; 1.5003613943189684; 1.4933660490782432; 1.5012192064806933; 1.4980920888111522; 1.5027735323610578; 1.500099796310614; 1.4983481978544042; 1.505477806191001; 1.4908643358200073; 1.4968666378827864; 1.505627364595041; 1.5041385913612035; 1.5006636687715214; 1.5004443970461507; 1.5033604033155405; 1.5078690121964833; 1.4926637564678933; 1.5065164445948191; 1.4959387338558972; 1.5041950615814743; 1.496298819206696; 1.4994017002150264; 1.5028715801975145; 1.4985094117620665; 1.4934384178662963; 1.5079758543646442; 1.5064304279908816; 1.5030100029242002; 1.4950326040579913; 1.5071720588126125; 1.4954226938378723; 1.495965463651418; 1.4986773435741592; 1.4981460422983246; 1.4948357083757664; 1.496063841873871; 1.4940810609694493; 1.5006640687640456; 1.5108302374835654; 1.501219425623135; 1.4962101298802366; 1.5053380471627915; 1.502207391589232; 1.510203808130027; 1.497329607986906; 1.5068274067860976; 1.5034867013776598; 1.4997471230492854; 1.504541388958331; 1.5041660767278227; 1.495524700685509; 1.5007286582581263; 1.5005437684774232; 1.494855618559884; 1.5025308129053967; 1.495707297786527; 1.495707297786527; 1.5051806141288209; 1.4958102048741084; 1.50257127515065; 1.4991938739097057; 1.4989755436564; 1.495171515392567; 1.4982484437259636; 1.5031208987270988; 1.504650834380215; 1.5108275198349919; 1.4969503905223762; 1.491966693686379; 1.5045473511394918; 1.5074214280215341; 1.5032035533330992; 1.50118617017462; 1.4939016929507287; 1.4990369196660498; 1.501349496867379; 1.4999163621221783; 1.5030978912739403; 1.497000228091215; 1.4986484488336167; 1.4953805098240525; 1.4995057526823985; 1.5036162863505065; 1.5030290785960334; 1.497526271746466; 1.5039558828582598; 1.5005138218863763; 1.5072944552755063; 1.5020749603126085; 1.5058236683081878; 1.504270944251507; 1.5104685540682135; 1.4985719664658532; 1.501317457431223; 1.4980978254939339; 1.5027372226857427; 1.5020267499435571; 1.494829887483421; 1.501324061176865; 1.501106091076077; 1.4879289179945885; 1.4862752229584646; 1.483170723948564; 1.4822537292728384; 1.5061089406577113; 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[0.19771839135529415]; [0.11069557663975789]; [0.19572565919245183]; [0.1565836462875976]; [0.15023844746005394]; [0.17694328105578616]; [0.1308395332985973]; [0.16692952694044846]; [0.1255071322045084]; [0.12690555019713703]; [0.20898382774092011]; [0.18622013091970763]; [0.13132364943368935]; [0.1527605822014703]; [0.14177625154916615]; [0.1789319251824188]; [0.1719460549367278]; [0.12793341199797698]; [0.21043053756167943]; [0.13013753424026922]; [0.16245391273425513]; [0.13467236931438717]; [0.16642623631902695]; [0.146983363651072]; [0.1297341578701796]; [0.1486630626689766]; [0.13262445634898948]; [0.1593865311495651]; [0.1899079947446726]; [0.20147687822686075]; [0.21094443276527514]; [0.16885433078139214]; [0.16295287493030006]; [0.13901049075703445]; [0.14487702688192447]; [0.1484457804111545]; [0.12611707411168552]; [0.1560452797719548]; [0.14895327235722816]; [0.09957158770709842]; [0.1923237896904518]; [0.1314380442443302]; [0.1045399048654922]; [0.11761553955130177]; [0.16076574146640485]; [0.17860004813041622]; [0.12175060573379293]; [0.09725792624373292]; [0.1533998318810824]; [0.1514068226260275]; [0.1726119052216869]; [0.17002251973767663]; [0.12296192220266774]; [0.25123224300908104]; [0.21497001021987444]; [0.14541145142398731]; [0.12152973336828865]; [0.1255466453309877]; [0.1398267339709695]; [0.12671120991946774];;], Extra(:n_steps) => [3; 7; 3; 7; 7; 3; 7; 7; 3; 7; 7; 7; 3; 7; 7; 7; 7; 3; 7; 7; 7; 3; 7; 7; 7; 7; 3; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 15; 3; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 3; 7; 7; 7; 15; 7; 3; 7; 7; 7; 7; 7; 7; 3; 3; 7; 3; 7; 7; 7; 7; 7; 7; 11; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 3; 7; 15; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 5; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 3; 7; 15; 3; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 3; 7; 15; 7; 7; 7; 7; 7; 7; 15; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 3; 7; 7; 7; 7; 7; 3; 15; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 3; 11; 15; 15; 7; 7; 7; 3; 3; 3; 7; 7; 7; 7; 3; 7; 7; 3; 7; 7; 7; 11; 11; 7; 7; 15; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 15; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 3; 7; 15; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 3; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 3; 7; 7; 3; 7; 7; 7; 7; 15; 7; 7; 7; 7; 7; 3; 7; 31; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 3; 7; 3; 7; 7; 3; 7; 15; 15; 7; 7; 7; 7; 7; 3; 7; 3; 3; 3; 7; 7; 7; 7; 7; 7; 3; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 7; 5; 7; 7; 7; 7; 3; 7; 3; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7; 7; 3; 7; 7; 7; 7; 7; 7; 7;;], Extra(:is_accept) => Bool[1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1; 1;;], Extra(:acceptance_rate) => [0.004750511950128748; 0.971750017880976; 0.48935540881139367; 0.4903968285772412; 0.9601981006724721; 0.6576013693484968; 0.9777488298274023; 1.0; 0.7387793975379897; 1.0; 0.6796428293167845; 0.9741028448409025; 1.0; 0.9725760682747688; 0.9314399087648688; 0.9600985684225725; 0.992473880402718; 0.8788050534116497; 0.5682133130427086; 0.9679275797622304; 0.9798283143533271; 0.7868331452548879; 0.5792593859488032; 0.9936340272988825; 0.9747348967796116; 0.9748506390917389; 0.9408972857240006; 0.9343076643834929; 0.9914538631130893; 0.9001456456070132; 0.9773129230746426; 0.9059121671943346; 0.7481024465709284; 0.9923585127176625; 0.8972944195472284; 0.9969013056074273; 0.9316907389484343; 0.8765867491778919; 0.5413755328948044; 0.9878258404525636; 0.6933156222659038; 0.9823021468423891; 1.0; 0.39182871634198274; 0.9844541216857052; 0.06764039887380771; 0.8788488474496058; 1.0; 0.741793275864925; 0.8065419302783917; 0.8781940986733359; 0.9149325544836339; 0.013361041777167963; 0.00019665953834694584; 0.5622283055247521; 0.9831425849549225; 0.7575146398181565; 0.9344890062300255; 0.9351895416015609; 0.9799910372154033; 0.9512168513559465; 0.5747696024154647; 0.738634907600706; 0.9833374326001704; 0.39869948777821723; 0.9941649958122241; 0.9218524167027328; 0.940732487668587; 0.792404097058884; 0.9785735357676248; 0.8790671877798663; 0.833658353819572; 1.0; 1.0; 1.0; 0.9898146584518784; 0.9906252162150503; 0.914934810838271; 1.0; 0.90064931884553; 0.7527030362149941; 0.8318927432509798; 0.9795437246282079; 0.9249583419762024; 0.9573574797377159; 0.9110956201550157; 0.9410059341855561; 0.9812183483109692; 0.9776310099599447; 0.8605565007458019; 0.8947196268246803; 0.3856331767189209; 0.9931062890657396; 0.9093547443518476; 0.998436792759807; 0.7062102039204806; 0.9654517878786856; 0.9237330765935471; 0.9754458174559927; 0.9267194343248847; 0.7284956115864466; 0.8569805063597545; 1.0; 0.5230206232583093; 0.8932497144944875; 0.9890417682276639; 0.9407023018585995; 0.7494763686929625; 0.864821246988981; 0.9830055319882263; 0.9609406055371192; 0.950036013751186; 0.8200179994718592; 0.4222221699417785; 0.9569568811891934; 0.5403814568602445; 0.8778746485311122; 0.8936467791251387; 1.0; 0.9483333820626255; 0.4108657720139063; 0.9798948404794615; 0.9514418183705641; 0.8628729473411602; 0.9786088038391328; 0.6986925079534794; 0.8505175486604735; 0.8815844264535667; 0.9472317751844953; 0.9844113245791407; 0.9860125510779411; 0.8758805753853982; 0.9875076227576277; 0.8846460005954454; 0.7829966049351349; 0.3794540188249504; 0.9963729018109407; 0.8185842966088698; 0.13517519470832973; 0.9962443868550472; 0.6074381828790133; 0.846640003493089; 0.26861300546808337; 1.0; 0.8328590697625734; 0.9803400127780175; 1.0; 0.8094130364457034; 0.7649204079779555; 0.9172000855514838; 0.822949771909487; 0.8785950209887881; 0.8755002555834339; 0.9967314450766658; 0.7556742608300294; 0.9990712875250745; 0.9483917117921207; 0.651451945387428; 0.9864211923715152; 0.6105633677795811; 0.9673973611334519; 1.0; 0.7604289244090101; 0.9036923511842941; 0.9225363526355285; 0.7446098639056348; 0.9636128478774237; 0.8491190538582049; 0.9618734639614309; 0.9642575065783081; 0.9441847170482506; 0.9724996952179188; 0.20714665059577805; 0.971401426880559; 0.9026122700156611; 0.9566582966793192; 0.8452495866415403; 1.0; 0.8237345138132406; 0.9464305155101178; 0.6332181430480784; 0.9489159695533976; 0.8752988365010432; 0.9736131413985915; 0.9572096106208462; 0.6874670033769812; 0.7984813281787007; 0.8717613454226047; 0.5486244642093566; 1.0; 0.9571427884492046; 0.15370007827374763; 0.9965681380755816; 0.8488863860114009; 0.9356712130100956; 0.9482822811901015; 0.764729003795245; 1.0; 0.7137248533811543; 0.9782290809942609; 0.7750648918093559; 0.6981315140309413; 0.9008428935677111; 0.808044390658177; 0.9705223056264063; 0.9733473996588795; 0.9360659835964561; 0.7528194863610057; 0.8536188966496095; 0.8403156985843833; 0.9812581050230642; 0.9558988355185549; 0.7211763142346707; 0.9227138175291432; 0.8884648194771331; 0.1022872317927478; 0.8644193629319589; 0.9357525267015431; 0.9418602741828606; 0.9850190752359814; 0.8052291069087796; 0.7838945038051878; 0.996178582300284; 0.994146790873833; 0.9059367344709015; 0.993079148102513; 0.8015964446567505; 0.8978197580943892; 1.0; 0.82866502258586; 1.0; 0.7335648574960718; 1.0; 0.8320582930987063; 1.0; 0.9086266165668909; 0.9874761596257546; 0.8264618436126335; 0.883286482859491; 0.47684377549565643; 0.937956569590916; 0.9216647710824192; 0.9968780079033844; 0.5985404113321119; 0.951766630097591; 0.9417786177430775; 0.7946066260439307; 0.8634730404892678; 1.0; 0.5967788502472455; 0.8928193412624047; 0.9555934473588472; 0.8715027940345443; 0.7484711193487935; 0.8790902071918255; 0.9866619550704746; 0.8864542306810963; 0.9128830595745041; 0.61725030600445; 0.9934086971504661; 0.9551693401737315; 0.9472687546905556; 0.9684752804509635; 0.8895023952135028; 0.7872776793810498; 0.9539922469155447; 0.8743627980201999; 0.6214868518860888; 0.825969965726733; 0.8854574988401834; 0.922922365169941; 0.9935400150799547; 0.9752561170140304; 0.7917582433677195; 0.9676791285524934; 0.8644561618076374; 0.9772660404393375; 0.19062407381518318; 0.6172174309129901; 0.655949135359883; 0.884193876998317; 0.9383434400800861; 0.9214260954072787; 0.7613814076928304; 0.8415621179339661; 0.9951435984736879; 0.9436458195831042; 0.9822650814280944; 0.9552376275214921; 0.9287749827069575; 0.8939336639610999; 0.7333449835971135; 0.912870419048482; 0.8284091695116859; 0.6157873758165124; 0.9796290734215403; 0.8072278544160024; 0.9125508407383415; 0.9264932086882476; 0.925742758274336; 0.9935053516219193; 0.6639677815632583; 0.9526052810215689; 0.7614205958950866; 0.9940598745039798; 0.9909883426020356; 0.6835833595241289; 0.9320017587708893; 0.9960875634115691; 1.0; 0.9059437169060726; 0.9819612736758894; 0.9285887065321887; 0.9479147044299988; 0.7990507391772382; 0.8806614840015613; 0.916780217649962; 0.9358504344719368; 0.8082499600110037; 0.7520698889284414; 0.88457982458963; 0.9749801878876114; 0.9272169921864857; 0.9636275709295228; 0.9280422450772308; 0.8088866620494877; 0.8515120704768463; 0.9694904870672139; 1.0; 0.8073291342097269; 1.0; 0.9848161915015196; 0.9471979636811264; 0.4335623778244688; 1.0; 0.9959402411577981; 0.9463493208029349; 0.9145461000394157; 0.516783873999467; 0.857572075338588; 0.955937548152072; 0.9302656767332492; 0.8735885290425258; 0.9611092809591157; 0.9684332104022061; 0.9388179878780699; 0.5408110564159532; 0.700771093280286; 0.9656000887371824; 0.686786687567929; 1.0; 0.797317896424984; 1.0; 0.9883148443044089; 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VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); VarNamedTuple(); 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