Package evaluation to test MixtureDensityNetworks on Julia 1.14.0-DEV.24 (d5fb6bbb43*) started at 2025-11-02T22:07:13.191 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.84s ################################################################################ # Installation # Installing MixtureDensityNetworks... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [521d8788] + MixtureDensityNetworks v0.3.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [621f4979] + AbstractFFTs v1.5.0 [1520ce14] + AbstractTrees v0.4.5 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.2 [198e06fe] + BangBang v0.4.6 [9718e550] + Baselet v0.1.1 [fa961155] + CEnum v0.5.0 [082447d4] + ChainRules v1.72.6 [d360d2e6] + ChainRulesCore v1.26.0 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + ContextVariablesX v0.1.3 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.1 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [8bb1440f] + DelimitedFiles v1.9.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [1a297f60] + FillArrays v1.14.0 ⌅ [587475ba] + Flux v0.14.25 [f6369f11] + ForwardDiff v1.2.2 ⌅ [d9f16b24] + Functors v0.4.12 [0c68f7d7] + GPUArrays v11.2.6 [46192b85] + GPUArraysCore v0.2.0 [076d061b] + HashArrayMappedTries v0.2.0 [34004b35] + HypergeometricFunctions v0.3.28 [7869d1d1] + IRTools v0.4.15 [22cec73e] + InitialValues v0.3.1 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.1 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.38 [929cbde3] + LLVM v9.4.4 [1d6d02ad] + LeftChildRightSiblingTrees v0.2.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [c2834f40] + MLCore v1.0.0 ⌃ [7e8f7934] + MLDataDevices v1.5.3 [e80e1ace] + MLJModelInterface v1.12.0 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [521d8788] + MixtureDensityNetworks v0.3.0 [872c559c] + NNlib v0.9.31 [77ba4419] + NaNMath v1.1.3 [71a1bf82] + NameResolution v0.1.5 [0b1bfda6] + OneHotArrays v0.2.10 ⌅ [3bd65402] + Optimisers v0.3.4 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.36 [b98c9c47] + Pipe v1.3.0 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [8162dcfd] + PrettyPrint v0.2.0 [33c8b6b6] + ProgressLogging v0.1.5 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [c1ae055f] + RealDot v0.1.0 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [30f210dd] + ScientificTypesBase v3.0.0 [7e506255] + ScopedValues v1.5.0 [efcf1570] + Setfield v1.1.2 [605ecd9f] + ShowCases v0.1.0 [699a6c99] + SimpleTraits v0.9.5 [a2af1166] + SortingAlgorithms v1.2.2 [dc90abb0] + SparseInverseSubset v0.1.2 [276daf66] + SpecialFunctions v2.6.1 [171d559e] + SplittablesBase v0.1.15 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.4 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.7 [4c63d2b9] + StatsFuns v1.5.2 [09ab397b] + StructArrays v0.7.2 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [5d786b92] + TerminalLoggers v0.1.7 [28d57a85] + Transducers v0.4.85 [013be700] + UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] + Zygote v0.6.77 [700de1a5] + ZygoteRules v0.2.7 [dad2f222] + LLVMExtra_jll v0.0.38+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.19s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Error: Failed to use TestEnv.jl; test dependencies will not be precompiled │ exception = │ UndefVarError: `project_rel_path` not defined in `TestEnv` │ Suggestion: this global was defined as `Pkg.Operations.project_rel_path` but not assigned a value. │ Stacktrace: │ [1] get_test_dir(ctx::Pkg.Types.Context, pkgspec::PackageSpec) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:9 │ [6] top-level scope │ @ /PkgEval.jl/scripts/precompile.jl:24 │ [7] include(mod::Module, _path::String) │ @ Base ./Base.jl:309 │ [8] exec_options(opts::Base.JLOptions) │ @ Base ./client.jl:344 │ [9] _start() │ @ Base ./client.jl:577 └ @ Main /PkgEval.jl/scripts/precompile.jl:26 Precompiling package dependencies... Precompiling packages... 2409.6 ms ✓ BangBang → BangBangStaticArraysExt 6439.7 ms ✓ Transducers 2990.5 ms ✓ NNlib → NNlibForwardDiffExt 6325.3 ms ✓ MLDataDevices → MLDataDevicesGPUArraysExt 59588.3 ms ✓ Zygote 3276.8 ms ✓ Transducers → TransducersAdaptExt 14203.5 ms ✓ FLoops 13672.8 ms ✓ MLDataDevices → MLDataDevicesZygoteExt 20689.9 ms ✓ MLUtils 4356.8 ms ✓ MLDataDevices → MLDataDevicesMLUtilsExt 15581.9 ms ✓ Flux 10073.2 ms ✓ MixtureDensityNetworks 12 dependencies successfully precompiled in 162 seconds. 182 already precompiled. Precompilation completed after 153.84s ################################################################################ # Testing # Testing MixtureDensityNetworks Status `/tmp/jl_LJyh6C/Project.toml` ⌅ [587475ba] Flux v0.14.25 [add582a8] MLJ v0.21.0 [521d8788] MixtureDensityNetworks v0.3.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_LJyh6C/Manifest.toml` [da404889] ARFFFiles v1.5.0 [621f4979] AbstractFFTs v1.5.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.2 [198e06fe] BangBang v0.4.6 [9718e550] Baselet v0.1.1 [50ba71b6] BitBasis v0.9.10 [d1d4a3ce] BitFlags v0.1.9 [fa961155] CEnum v0.5.0 ⌅ [324d7699] CategoricalArrays v0.10.8 ⌅ [af321ab8] CategoricalDistributions v0.1.15 [082447d4] ChainRules v1.72.6 [d360d2e6] ChainRulesCore v1.26.0 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.0.3 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.6.0 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.1 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [792122b4] EarlyStopping v0.3.0 [460bff9d] ExceptionUnwrapping v0.1.11 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [33837fe5] FeatureSelection v0.2.3 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.14.0 [53c48c17] FixedPointNumbers v0.8.5 ⌅ [587475ba] Flux v0.14.25 [f6369f11] ForwardDiff v1.2.2 ⌅ [d9f16b24] Functors v0.4.12 [0c68f7d7] GPUArrays v11.2.6 [46192b85] GPUArraysCore v0.2.0 [cd3eb016] HTTP v1.10.19 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [7869d1d1] IRTools v0.4.15 [22cec73e] InitialValues v0.3.1 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [b3c1a2ee] IterationControl v0.5.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 ⌅ [682c06a0] JSON v0.21.4 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.38 [929cbde3] LLVM v9.4.4 [b964fa9f] LaTeXStrings v1.4.0 [a5e1c1ea] LatinHypercubeSampling v1.9.0 ⌅ [92ad9a40] LearnAPI v1.0.1 [1d6d02ad] LeftChildRightSiblingTrees v0.2.1 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.2.0 [c2834f40] MLCore v1.0.0 ⌃ [7e8f7934] MLDataDevices v1.5.3 ⌅ [64a0f543] MLFlowClient v0.5.1 [add582a8] MLJ v0.21.0 [45f359ea] MLJBalancing v0.1.5 [a7f614a8] MLJBase v1.9.2 [50ed68f4] MLJEnsembles v0.4.3 [7b7b8358] MLJFlow v0.5.0 [614be32b] MLJIteration v0.6.3 [e80e1ace] MLJModelInterface v1.12.0 [d491faf4] MLJModels v0.18.1 [23777cdb] MLJTransforms v0.1.3 [03970b2e] MLJTuning v0.8.8 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [739be429] MbedTLS v1.1.9 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [521d8788] MixtureDensityNetworks v0.3.0 [872c559c] NNlib v0.9.31 [77ba4419] NaNMath v1.1.3 [71a1bf82] NameResolution v0.1.5 [0b1bfda6] OneHotArrays v0.2.10 [8b6db2d4] OpenML v0.3.2 [4d8831e6] OpenSSL v1.6.0 ⌅ [3bd65402] Optimisers v0.3.4 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.36 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [b98c9c47] Pipe v1.3.0 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [8162dcfd] PrettyPrint v0.2.0 [54e16d92] PrettyPrinting v0.4.2 ⌅ [08abe8d2] PrettyTables v2.4.0 [33c8b6b6] ProgressLogging v0.1.5 [92933f4c] ProgressMeter v1.11.0 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [c1ae055f] RealDot v0.1.0 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [05181044] RelocatableFolders v1.0.1 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [321657f4] ScientificTypes v3.1.1 [30f210dd] ScientificTypesBase v3.0.0 [7e506255] ScopedValues v1.5.0 [6c6a2e73] Scratch v1.3.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [777ac1f9] SimpleBufferStream v1.2.0 [699a6c99] SimpleTraits v0.9.5 [a2af1166] SortingAlgorithms v1.2.2 [dc90abb0] SparseInverseSubset v0.1.2 [276daf66] SpecialFunctions v2.6.1 [171d559e] SplittablesBase v0.1.15 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.4 ⌅ [a19d573c] StatisticalMeasures v0.2.1 [c062fc1d] StatisticalMeasuresBase v0.1.3 [64bff920] StatisticalTraits v3.5.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.7 [4c63d2b9] StatsFuns v1.5.2 [892a3eda] StringManipulation v0.4.1 [09ab397b] StructArrays v0.7.2 [ab02a1b2] TableOperations v1.2.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [5d786b92] TerminalLoggers v0.1.7 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.85 [5c2747f8] URIs v1.6.1 [3a884ed6] UnPack v1.0.2 [013be700] UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] Zygote v0.6.77 [700de1a5] ZygoteRules v0.2.7 [dad2f222] LLVMExtra_jll v0.0.38+0 [c8ffd9c3] MbedTLS_jll v2.28.10+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. 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/opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:1961 [inlined] [3] macro expansion @ ~/.julia/packages/MixtureDensityNetworks/OxOha/test/runtests.jl:55 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.14/Test/src/Test.jl:753 [inlined] [ Info: Training machine(MDN(mixtures = 8, …), …). Progress: 0%| | ETA: N/A Progress: 1%|▎ | ETA: 0:18:33 Progress: 1%|▌ | ETA: 0:19:09 Progress: 2%|▊ | ETA: 0:18:18 Progress: 2%|█ | ETA: 0:18:09 Progress: 3%|█▎ | ETA: 0:18:13 Progress: 4%|█▌ | ETA: 0:18:22 Progress: 4%|█▊ | ETA: 0:18:22 Progress: 5%|██ | ETA: 0:18:19 Progress: 5%|██▎ | ETA: 0:18:21 Progress: 6%|██▌ | ETA: 0:18:19 Progress: 7%|██▊ | ETA: 0:18:16 Progress: 7%|███ | ETA: 0:18:13 Progress: 8%|███▎ | ETA: 0:18:09 Progress: 8%|███▌ | ETA: 0:17:59 Progress: 9%|███▊ | ETA: 0:17:48 Progress: 10%|███▉ | ETA: 0:17:39 Progress: 10%|████▏ | ETA: 0:17:31 Progress: 11%|████▍ | ETA: 0:17:22 Progress: 11%|████▋ | ETA: 0:17:12 Progress: 12%|████▉ | ETA: 0:17:03 Progress: 13%|█████▏ | ETA: 0:16:57 ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile. --trace-compile is enabled during profile collection. ====================================================================================== cmd: /opt/julia/bin/julia 89 running 1 of 1 signal (10): User defined signal 1 int64hash at /source/src/support/hashing.c:33 bitmix at /source/src/support/hashing.h:31 [inlined] typekeyvalue_hash at /source/src/jltypes.c:1839 [inlined] lookup_typevalue at /source/src/jltypes.c:1143 lookup_arg_type_tuple at /source/src/gf.c:3180 [inlined] jl_lookup_generic_ at /source/src/gf.c:4243 [inlined] ijl_apply_generic at /source/src/gf.c:4309 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 unknown function (ip: 0x746a82c0e4ab) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 unknown function (ip: 0x746a82bec6e2) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 mapfoldl_impl at ./reduce.jl:42 [inlined] Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:0 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 unknown function (ip: 0x746a82be9ae7) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 unknown function (ip: 0x746a82be55e2) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 unknown function (ip: 0x746a82be4202) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 indexed_iterate at ./tuple.jl:163 [inlined] #_broadcast_generic##5 at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/lib/broadcast.jl:218 [inlined] #Generator##0 at ./generator.jl:37 [inlined] iterate at ./generator.jl:48 [inlined] collect_to! at ./array.jl:886 collect_to_with_first! at ./array.jl:864 unknown function (ip: 0x746a82a54e54) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 collect at ./array.jl:838 map at ./abstractarray.jl:3544 [inlined] ∇broadcasted at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/lib/broadcast.jl:218 #1546 at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/lib/array.jl:670 [inlined] #1548 at /home/pkgeval/.julia/packages/ZygoteRules/CkVIK/src/adjoint.jl:72 [inlined] likelihood_loss at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/losses.jl:15 [inlined] Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:0 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 #pullback##0 at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface.jl:91 unknown function (ip: 0x746a82bd817f) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 withgradient at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface.jl:0 macro expansion at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:46 [inlined] macro expansion at /home/pkgeval/.julia/packages/ProgressLogging/EktJo/src/ProgressLogging.jl:470 [inlined] #_fit!#17 at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:39 _fit! at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:29 [inlined] #15 at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:25 [inlined] with_logstate at ./logging/logging.jl:540 with_logger at ./logging/logging.jl:651 [inlined] #fit!#13 at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:24 fit! at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:19 [inlined] fit at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/mlj_interface.jl:68 unknown function (ip: 0x746a829b3f81) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] jl_f__apply_iterate at /source/src/builtins.c:876 #fit_only!#58 at /home/pkgeval/.julia/packages/MLJBase/GY2fM/src/machines.jl:693 fit_only! at /home/pkgeval/.julia/packages/MLJBase/GY2fM/src/machines.jl:617 [inlined] #fit!#66 at /home/pkgeval/.julia/packages/MLJBase/GY2fM/src/machines.jl:790 [inlined] fit! at /home/pkgeval/.julia/packages/MLJBase/GY2fM/src/machines.jl:787 unknown function (ip: 0x746a82a09c92) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] do_call at /source/src/interpreter.c:123 eval_value at /source/src/interpreter.c:243 eval_stmt_value at /source/src/interpreter.c:194 [inlined] eval_body at /source/src/interpreter.c:679 eval_body at /source/src/interpreter.c:550 eval_body at /source/src/interpreter.c:558 eval_body at /source/src/interpreter.c:558 eval_body at /source/src/interpreter.c:558 jl_interpret_toplevel_thunk at /source/src/interpreter.c:884 jl_toplevel_eval_flex at /source/src/toplevel.c:742 jl_eval_toplevel_stmts at /source/src/toplevel.c:585 jl_toplevel_eval_flex at /source/src/toplevel.c:683 ijl_toplevel_eval at /source/src/toplevel.c:754 ijl_toplevel_eval_in at /source/src/toplevel.c:799 eval at ./boot.jl:489 include_string at ./loading.jl:2994 _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 _include at ./loading.jl:3054 include at ./Base.jl:310 IncludeInto at ./Base.jl:311 jfptr_IncludeInto_77374.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] do_call at /source/src/interpreter.c:123 eval_value at /source/src/interpreter.c:243 eval_stmt_value at /source/src/interpreter.c:194 [inlined] eval_body at /source/src/interpreter.c:679 jl_interpret_toplevel_thunk at /source/src/interpreter.c:884 jl_toplevel_eval_flex at /source/src/toplevel.c:742 jl_eval_toplevel_stmts at /source/src/toplevel.c:585 jl_toplevel_eval_flex at /source/src/toplevel.c:683 ijl_toplevel_eval at /source/src/toplevel.c:754 ijl_toplevel_eval_in at /source/src/toplevel.c:799 eval at ./boot.jl:489 exec_options at ./client.jl:310 _start at ./client.jl:577 jfptr__start_48666.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] true_main at /source/src/jlapi.c:971 jl_repl_entrypoint at /source/src/jlapi.c:1138 main at /source/cli/loader_exe.c:58 unknown function (ip: 0x746ab538e249) at /lib/x86_64-linux-gnu/libc.so.6 __libc_start_main at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) unknown function (ip: 0x4010b8) at /workspace/srcdir/glibc-2.17/csu/../sysdeps/x86_64/start.S unknown function (ip: (nil)) at (unknown file) ============================================================== Profile collected. A report will print at the next yield point. Disabling --trace-compile ============================================================== Progress: 13%|█████▍ | ETA: 0:16:55 Progress: 14%|█████▋ | ETA: 0:17:48 ┌ Warning: There were no samples collected in one or more groups. │ This may be due to idle threads, or you may need to run your │ program longer (perhaps by running it multiple times), │ or adjust the delay between samples with `Profile.init()`. └ @ Profile /opt/julia/share/julia/stdlib/v1.14/Profile/src/Profile.jl:1362 Progress: 14%|█████▉ | ETA: 0:18:42Overhead ╎ [+additional indent] Count File:Line Function ========================================================= Thread 1 (default) Task 0x0000746a9b3fc010 Total snapshots: 120. Utilization: 100% ╎120 @Base/client.jl:577 _start() ╎ 120 @Base/client.jl:310 exec_options(opts::Base.JLOptions) ╎ 120 @Base/boot.jl:489 eval(m::Module, e::Any) ╎ 120 @Base/Base.jl:311 (::Base.IncludeInto)(fname::String) ╎ 120 @Base/Base.jl:310 include(mapexpr::Function, mod::Module, _path::Str… ╎ 120 @Base/loading.jl:3054 _include(mapexpr::Function, mod::Module, _pat… ╎ ╎ 120 @Base/loading.jl:2994 include_string(mapexpr::typeof(identity), mo… ╎ ╎ 120 @Base/boot.jl:489 eval(m::Module, e::Any) ╎ ╎ 120 @MLJBase/…machines.jl:787 fit!(mach::Machine{MDN, MDN, true}) ╎ ╎ 120 @MLJBase/…achines.jl:790 #fit!#66 ╎ ╎ 120 @MLJBase/…achines.jl:617 fit_only! ╎ ╎ ╎ 120 @MLJBase/…achines.jl:693 fit_only!(mach::Machine{MDN, MDN, tr… ╎ ╎ ╎ 120 @MixtureDensityNetworks/…:68 fit(model::MDN, verbosity::Int6… ╎ ╎ ╎ 120 @MixtureDensityNetworks/…:19 fit! ╎ ╎ ╎ 120 @MixtureDensityNetworks/…:24 fit!(m::MixtureDensityNetwork… ╎ ╎ ╎ 120 @Base/…/logging.jl:651 with_logger ╎ ╎ ╎ ╎ 120 @Base/…/logging.jl:540 with_logstate(f::MixtureDensityNe… ╎ ╎ ╎ ╎ 120 @MixtureDensityNetworks/…:25 #15 ╎ ╎ ╎ ╎ 120 @MixtureDensityNetworks/…:29 _fit! ╎ ╎ ╎ ╎ 120 @MixtureDensityNetworks/…:39 _fit!(model::MixtureDens… ╎ ╎ ╎ ╎ 120 @ProgressLogging/…:470 macro expansion ╎ ╎ ╎ ╎ ╎ 119 @MixtureDensityNetworks/…:46 macro expansion ╎ ╎ ╎ ╎ ╎ 102 @Zygote/…ace.jl:0 withgradient(f::Function, args::… ╎ ╎ ╎ ╎ ╎ 102 @Zygote/…ace.jl:91 (::Zygote.var"#pullback##0#pul… ╎ ╎ ╎ ╎ ╎ 102 @Zygote/…e2.jl:110 (::Zygote.Pullback{Tuple{Mixt… ╎ ╎ ╎ ╎ ╎ 71 @Zygote/…e2.jl:0 (::Zygote.Pullback{Tuple{typeo… ╎ ╎ ╎ ╎ ╎ ╎ 71 @MixtureDensityNetworks/…:15 likelihood_loss ╎ ╎ ╎ ╎ ╎ ╎ 71 @ZygoteRules/…:72 #1548 ╎ ╎ ╎ ╎ ╎ ╎ 71 @Zygote/…y.jl:670 #1546 ╎ ╎ ╎ ╎ ╎ ╎ 71 @Zygote/….jl:218 (::Zygote.var"#∇broadcaste… ╎ ╎ ╎ ╎ ╎ ╎ 71 @Base/…ay.jl:3544 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…ay.jl:828 collect(itr::Base.Genera… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…or.jl:48 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…or.jl:37 #Generator##0 ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:218 #_broadcast_generic##5 ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…le.jl:163 indexed_iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullback{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullback… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullbac… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @Zygote/….jl:0 (::Zygote.Pullbac… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @Base/…ce.jl:42 mapfoldl_impl ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @ZygoteRules/…:72 (::Zygote.var"… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @Zygote/….jl:232 (::Zygote.var"#… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Zygote/….jl:190 _project ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Zygote/….jl:275 zygote2differen… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Zygote/….jl:329 z2d(delta::@Nam… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Zygote/….jl:339 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Zygote/….jl:329 z2d(delta::@Nam… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Zygote/….jl:339 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Zygote/….jl:329 z2d(delta::@Nam… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Zygote/….jl:339 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Zygote/….jl:285 z2d ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…ay.jl:3544 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…ay.jl:838 collect(itr::Ba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…ay.jl:864 collect_to_with… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…ay.jl:893 collect_to!(des… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…ay.jl:877 setindex_widen_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…ay.jl:1020 setindex! 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…ay.jl:1025 _setindex! ╎ ╎ ╎ ╎ ╎ ╎ ╎ 70 @Base/…ay.jl:838 collect(itr::Base.Genera… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 70 @Base/…ay.jl:864 collect_to_with_first!(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 70 @Base/…ay.jl:886 collect_to!(dest::Vect… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 70 @Base/…or.jl:48 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ 70 @Base/…or.jl:37 #Generator##0 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 70 @Zygote/….jl:218 #_broadcast_generic… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 70 @Base/…le.jl:163 indexed_iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @Zygote/….jl:0 (::Zygote.Pullback{… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @Distributions/…:314 _mixlogpdf1 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…rs.jl:1104 (::ComposedFun… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @Base/…rs.jl:1104 (::ComposedFun… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @Base/…rs.jl:1107 call_composed ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @Zygote/….jl:212 ZBack ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @Zygote/….jl:111 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @Base/…le.jl:356 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @Zygote/….jl:110 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @ChainRulesCore/…:252 unthunk ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @ChainRulesCore/…:213 unthunk ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @ChainRules/…:69 #thunked_∇getin… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @ChainRules/…:91 ∇getindex(x::Ve… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @ChainRulesCore/…:217 ChainRules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 68 @Zygote/….jl:110 (::Zygote.Pullbac… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 68 @Zygote/….jl:110 (::Zygote.Pullba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 66 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 66 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 66 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 66 @Zygote/….jl:110 (::Zygote.Pullb… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 66 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 65 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 65 @Zygote/….jl:0 (::Zygote.Pullbac… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 65 @Base/…ce.jl:42 mapfoldl_impl ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 12 @Zygote/….jl:0 (::Zygote.Pullbac… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 12 @Base/…ce.jl:148 _xfadjoint ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 12 @ZygoteRules/…:72 #232 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 12 @ZygoteRules/…:38 unthunk_tangent ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 12 @Base/…le.jl:355 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 12 @Base/…le.jl:33 getindex 5╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 12 @Zygote/….jl:110 (::Zygote.Pullb… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 7 @Zygote/….jl:110 (::Zygote.Pullb… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 5 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 3 @ZygoteRules/…:72 (::Zygote.var"… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 3 @Zygote/….jl:205 #359 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 3 @ZygoteRules/…:72 #544 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 3 @Zygote/….jl:110 (::Zygote.Pullb… 3╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 3 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 53 @Zygote/….jl:110 (::Zygote.Pullb… 4╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 53 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @Zygote/….jl:14 pop!(stk::Zygote… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Base/…ls.jl:965 getindex 4╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 46 @Zygote/….jl:110 (::Zygote.Pullb… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Base/…le.jl:33 getindex(t::Tupl… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 2 @Zygote/….jl:212 (::Zygote.ZBack… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @Zygote/….jl:111 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @Base/…le.jl:356 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @Zygote/….jl:110 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @Zygote/….jl:127 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @Base/…ay.jl:3390 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 2 @Base/…ay.jl:763 collect_similar 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…ay.jl:853 _collect(c::Vec… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…ay.jl:858 _collect(c::Vec… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…ay.jl:864 collect_to_with… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…ay.jl:886 collect_to!(des… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…or.jl:48 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 32 @Zygote/….jl:0 (::Zygote.Pullbac… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 18 none:? #_mixlogpdf1##0 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 14 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @ChainRules/…:91 ∇getindex(x::Ve… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @ChainRulesCore/…:217 ChainRules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 5 @Zygote/….jl:127 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 5 @Base/…ay.jl:3390 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 5 @Base/…ay.jl:763 collect_similar 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/…ay.jl:853 _collect(c::Vec… 3╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 3 @Base/…ay.jl:857 _collect(c::Vec… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/…ay.jl:858 _collect(c::Vec… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…ay.jl:864 collect_to_with… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…ay.jl:893 collect_to!(des… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…ay.jl:874 setindex_widen_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…ay.jl:404 similar ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…ot.jl:648 Array 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…ot.jl:588 GenericMemory ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Zygote/….jl:0 (::Zygote.Pullbac… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @StatsFuns/…:41 normlogpdf 5╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 5 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @ZygoteRules/…:72 (::Zygote.var"… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Zygote/….jl:232 (::Zygote.var"#… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Zygote/….jl:190 _project 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Zygote/….jl:121 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Zygote/….jl:12 gradindex 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…le.jl:33 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @ZygoteRules/…:72 (::Zygote.var"… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @Zygote/….jl:232 (::Zygote.var"#… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @Zygote/….jl:190 _project 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @Zygote/….jl:121 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @ChainRulesCore/…:133 map(f::Fun… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…le.jl:355 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Zygote/….jl:121 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @ChainRulesCore/…:133 map(f::Fun… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…le.jl:355 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Zygote/….jl:127 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…ay.jl:3390 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…ay.jl:763 collect_similar 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…ay.jl:857 _collect(c::Vec… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @LogExpFunctions/…:101 _logsumex… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @Zygote/….jl:12 gradindex(x::Tup… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @Base/…le.jl:33 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 12 @LogExpFunctions/…:112 _logsumex… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 3 @Zygote/….jl:0 (::Zygote.Pullbac… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 3 @LogExpFunctions/…:131 _logsumex… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Zygote/….jl:14 pop!(stk::Zygote… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…ls.jl:965 getindex 7╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 8 @Zygote/….jl:110 (::Zygote.Pullb… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…le.jl:33 getindex(t::Tupl… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Zygote/….jl:12 gradindex 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…le.jl:33 getindex 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Zygote/….jl:12 gradindex(x::Tup… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Base/…le.jl:33 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 5 @ZygoteRules/…:72 (::Zygote.var"… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 5 @Zygote/….jl:232 (::Zygote.var"#… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 5 @Zygote/….jl:190 _project 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 3 @Zygote/….jl:121 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @ChainRulesCore/…:133 map(f::Fun… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @Base/…le.jl:355 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Zygote/….jl:121 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @ChainRulesCore/…:133 map(f::Fun… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…le.jl:355 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Zygote/….jl:121 wrap_chainrules… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @ChainRulesCore/…:138 map(f::Fun… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Zygote/….jl:127 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…ay.jl:3390 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…ay.jl:763 collect_similar 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…ay.jl:853 _collect(c::Vec… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @Zygote/….jl:275 zygote2differen… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @Zygote/….jl:329 z2d(delta::@Nam… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @Zygote/….jl:339 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Zygote/….jl:285 z2d ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…ay.jl:3544 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…ay.jl:833 collect(itr::Ba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…ay.jl:701 _array_for ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…ay.jl:876 similar ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…ay.jl:409 similar ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…ay.jl:877 similar ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…ot.jl:669 Array ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…ot.jl:661 Array ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…ot.jl:648 Array 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…ot.jl:588 GenericMemory ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Zygote/….jl:329 z2d(delta::@Nam… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Zygote/….jl:339 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Zygote/….jl:329 z2d(delta::@Nam… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Zygote/….jl:339 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Zygote/….jl:285 z2d ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…ay.jl:3544 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…ay.jl:838 collect(itr::Ba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…ay.jl:864 collect_to_with… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +25 1 @Base/…ay.jl:893 collect_to!(des… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +26 1 @Base/…ay.jl:876 setindex_widen_… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +27 1 @Base/…ay.jl:286 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +28 1 @Base/…ay.jl:296 _copyto_impl! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +29 1 @Base/…ay.jl:702 checkbounds ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +30 1 @Base/…ay.jl:692 checkbounds ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +31 1 @Base/…ay.jl:760 checkindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +32 1 @Base/…ay.jl:757 checkindex 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +33 1 @Base/int.jl:559 < ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 2 @Zygote/….jl:27 accum(x::@NamedT… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 2 @Zygote/….jl:27 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 2 @Zygote/….jl:27 accum ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @Zygote/….jl:27 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @Zygote/….jl:27 accum(x::@NamedT… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @Zygote/….jl:27 macro expansion 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…ot.jl:843 NamedTuple ╎ ╎ ╎ ╎ ╎ 31 @Zygote/…e2.jl:110 (::Zygote.Pullback{Tuple{Mix… ╎ ╎ ╎ ╎ ╎ ╎ 29 @Zygote/…e2.jl:0 (::Zygote.Pullback{Tuple{Univ… ╎ ╎ ╎ ╎ ╎ ╎ 29 @MixtureDensityNetworks/…:48 UnivariateGMM 1╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/…2.jl:110 (::Zygote.Pullback{Tuple{t… ╎ ╎ ╎ ╎ ╎ ╎ 28 @ZygoteRules/…:72 #890 ╎ ╎ ╎ ╎ ╎ ╎ 27 @Zygote/….jl:202 (::Zygote.var"#map_back#∇m… ╎ ╎ ╎ ╎ ╎ ╎ 27 @Base/…ay.jl:3544 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…ay.jl:828 collect(itr::Base.Genera… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…or.jl:48 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…or.jl:37 #Generator##0 ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:202 #∇map##7 ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:0 (::Zygote.Pullback{Tup… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @MixtureDensityNetworks/…:49 #3 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullback… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullbac… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 26 @Base/…ay.jl:838 collect(itr::Base.Genera… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 26 @Base/…ay.jl:864 collect_to_with_first!(… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 26 @Base/…ay.jl:886 collect_to!(dest::Vect… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 26 @Base/…or.jl:48 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ 26 @Base/…or.jl:37 #Generator##0 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 26 @Zygote/….jl:202 #∇map##7 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 26 @Zygote/….jl:0 (::Zygote.Pullback{T… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 26 @MixtureDensityNetworks/…:49 #3 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @Zygote/….jl:212 (::Zygote.ZBack{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 2 @Zygote/….jl:111 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 2 @Base/…le.jl:357 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 2 @Base/…le.jl:356 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 2 @Zygote/….jl:110 wrap_chainrules… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 2 @ChainRulesCore/…:252 unthunk ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 2 @ChainRulesCore/…:213 unthunk ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 2 @ChainRules/…:69 #thunked_∇getin… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @ChainRules/…:83 ∇getindex(::Mat… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @Base/…es.jl:359 to_indices 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @Base/…al.jl:947 to_indices ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @ChainRules/…:89 ∇getindex(::Mat… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @ChainRules/…:151 ∇getindex!(::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 8 @Zygote/….jl:0 (::Zygote.Pullback… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 8 @Base/…st.jl:1352 broadcasted ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 8 @ZygoteRules/…:72 #361 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 8 @Zygote/….jl:205 #359 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 8 @ZygoteRules/…:72 #1949 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 8 @Zygote/….jl:218 (::Zygote.var"#… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 8 @Base/…ay.jl:3544 map 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @Base/…ay.jl:837 collect(itr::Ba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 7 @Base/…ay.jl:838 collect(itr::Ba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 7 @Base/…ay.jl:864 collect_to_with… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 7 @Base/…ay.jl:886 collect_to!(des… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 7 @Base/…or.jl:48 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 7 @Base/…or.jl:37 #Generator##0 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 7 @Zygote/….jl:218 #_broadcast_gen… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 7 @Base/…le.jl:163 indexed_iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 7 @Zygote/….jl:0 (::Zygote.Pullbac… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 7 @Distributions/…:37 #Normal#403 3╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 3 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 4 @Zygote/….jl:12 gradindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 4 @Base/…le.jl:33 getindex 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 4 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Zygote/….jl:8 Zygote.Stack(data… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Zygote/….jl:4 Stack 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 15 @Zygote/….jl:110 (::Zygote.Pullba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:0 (::Zygote.Pullbac… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @Distributions/…:31 MixtureModel ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 14 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 14 @Zygote/….jl:0 (::Zygote.Pullbac… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 14 @Distributions/…:34 #Categorical… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 14 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 8 @Zygote/….jl:0 (::Zygote.Pullbac… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 8 @Distributions/…:31 #_#109 3╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 8 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @Zygote/….jl:0 (::Zygote.Pullbac… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @Distributions/…:34 _ 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 4 @Zygote/….jl:110 (::Zygote.Pullb… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 2 @Zygote/….jl:110 (::Zygote.Pullb… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 6 @Zygote/….jl:110 (::Zygote.Pullb… 4╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 5 @Zygote/….jl:110 (::Zygote.Pullb… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @Zygote/….jl:110 (::Zygote.Pullb… ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:204 (::Zygote.var"#map_back#∇m… ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…im.jl:379 kwcall(::@NamedTuple{init… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…im.jl:379 #reduce#728 ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…im.jl:330 mapreduce ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…im.jl:330 #mapreduce#726 ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…im.jl:335 _mapreduce_dim(f::Fun… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…ce.jl:42 mapfoldl_impl(f::type… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…ce.jl:46 foldl_impl ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…ce.jl:60 _foldl_impl(op::Bas… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…ce.jl:84 BottomRF ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:27 accum ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:27 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @Zygote/….jl:25 accum(x::Matrix{… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @Base/…st.jl:882 broadcast_prese… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @Base/…st.jl:893 materialize ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @Base/…st.jl:918 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @Base/…st.jl:946 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @Base/…st.jl:993 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @Base/…op.jl:77 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @Base/…st.jl:994 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @Base/…st.jl:615 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @Base/…st.jl:619 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Base/…st.jl:671 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Base/…st.jl:698 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Zygote/….jl:17 accum 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…at.jl:492 + ╎ ╎ ╎ ╎ ╎ ╎ 2 @Zygote/…e2.jl:110 (::Zygote.Pullback{Tuple{Ch… ╎ ╎ ╎ ╎ ╎ ╎ 2 @Zygote/…e2.jl:0 (::Zygote.Pullback{Tuple{typ… ╎ ╎ ╎ ╎ ╎ ╎ 2 @Flux/…sic.jl:53 _applychain ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/…2.jl:0 (::Zygote.Pullback{Tuple{Ba… ╎ ╎ ╎ ╎ ╎ ╎ 1 @Flux/…se.jl:349 BatchNorm ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullback{Tuple… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 (::Zygote.Pullback{Tupl… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:212 (::Zygote.ZBack{NNlib.… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:111 wrap_chainrules_output ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…le.jl:356 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/….jl:110 wrap_chainrules_out… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @ChainRulesCore/…:252 unthunk ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @ChainRulesCore/…:213 unthunk ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @NNlib/…s.jl:928 (::NNlib.var"#rr… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…st.jl:893 materialize ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @Base/…st.jl:918 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @Base/…st.jl:946 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @Base/…st.jl:993 copyto! 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @Base/…op.jl:0 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ 1 @Zygote/…e.jl:12 gradindex 1╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…le.jl:33 getindex ╎ ╎ ╎ ╎ ╎ 17 @Zygote/…ace.jl:205 withgradient(f::Function, args… ╎ ╎ ╎ ╎ ╎ 17 @Zygote/…ace.jl:88 pullback ╎ ╎ ╎ ╎ ╎ 17 @Zygote/…ace.jl:90 pullback(f::Function, cx::Zyg… ╎ ╎ ╎ ╎ ╎ 17 @Zygote/…ce2.jl:0 _pullback(ctx::Zygote.Context… ╎ ╎ ╎ ╎ ╎ ╎ 17 @MixtureDensityNetworks/…:46 #19 ╎ ╎ ╎ ╎ ╎ ╎ 17 @Zygote/…e2.jl:0 _pullback(ctx::Zygote.Contex… ╎ ╎ ╎ ╎ ╎ ╎ 13 @MixtureDensityNetworks/…:15 likelihood_loss ╎ ╎ ╎ ╎ ╎ ╎ 13 @Base/…st.jl:1351 broadcasted ╎ ╎ ╎ ╎ ╎ ╎ 13 @ZygoteRules/…:67 _pullback ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Zygote/….jl:202 adjoint ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Base/…ot.jl:1077 _apply(::Function, ::V… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @ZygoteRules/…:67 _pullback(::Zygote.Co… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Zygote/….jl:205 adjoint ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Zygote/….jl:215 _broadcast_generic ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Zygote/….jl:189 _broadcast(::Zygote… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Base/…st.jl:893 materialize(bc::Ba… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Base/…st.jl:940 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Base/…st.jl:1103 copyto_nonleaf!… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 13 @Base/…st.jl:615 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 13 @Base/…st.jl:619 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 13 @Base/…st.jl:671 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 13 @Base/…st.jl:698 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 13 @Zygote/….jl:215 #_broadcast_gen… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 13 @Zygote/….jl:0 _pullback(ctx::Zy… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 13 @LogExpFunctions/…:62 _logsumexp… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 13 @Zygote/….jl:91 _pullback(::Zygo… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 13 @Zygote/….jl:91 _pullback(::Zygo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 12 @Zygote/….jl:91 _pullback(::Zygo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 12 @Zygote/….jl:0 _pullback(::Zygot… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 12 @Base/…ce.jl:41 mapfoldl_impl ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Zygote/….jl:0 _pullback(::Zygot… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…ce.jl:147 _xfadjoint ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 10 @Zygote/….jl:91 _pullback(::Zygo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 9 @Zygote/….jl:0 _pullback(::Zygot… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @Base/…ce.jl:54 _foldl_impl 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @Zygote/….jl:91 _pullback(ctx::Z… 3╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 7 @Base/…ce.jl:55 _foldl_impl ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 3 @Zygote/….jl:91 _pullback(::Zygo… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 3 @Zygote/….jl:91 _pullback(::Zygo… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Zygote/….jl:? macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Zygote/….jl:260 _pullback ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @ZygoteRules/…:67 _pullback 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Zygote/….jl:108 adjoint ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Zygote/….jl:91 _pullback(ctx::Z… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Zygote/….jl:0 _pullback(::Zygot… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…rs.jl:1101 ComposedFuncti… ╎ ╎ ╎ ╎ ╎ ╎ 4 @MixtureDensityNetworks/…:51 MixtureDensityN… ╎ ╎ ╎ ╎ ╎ ╎ 4 @Zygote/…2.jl:0 _pullback(ctx::Zygote.Conte… ╎ ╎ ╎ ╎ ╎ ╎ 4 @MixtureDensityNetworks/…:48 UnivariateGMM ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @ZygoteRules/…:67 _pullback(__context__::… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Zygote/….jl:214 adjoint ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Zygote/….jl:188 ∇map(cx::Zygote.Contex… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Base/…ay.jl:3390 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Base/…ay.jl:763 collect_similar ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Base/…ay.jl:858 _collect(c::Base.On… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Base/…ay.jl:864 collect_to_with_fi… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Base/…ay.jl:886 collect_to!(dest:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Base/…or.jl:48 iterate ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 4 @Zygote/….jl:188 #∇map##0 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 4 @Zygote/….jl:0 _pullback(ctx::Zy… 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 4 @MixtureDensityNetworks/…:49 #3 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 3 @Zygote/….jl:0 _pullback(::Zygot… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 3 @Base/…st.jl:1351 broadcasted ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 3 @ZygoteRules/…:67 _pullback ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 3 @Zygote/….jl:202 adjoint ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 3 @Base/…ot.jl:1077 _apply(::Funct… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 3 @ZygoteRules/…:67 _pullback(::Zy… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 3 @Zygote/….jl:205 adjoint ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 3 @Zygote/….jl:215 _broadcast_gene… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 3 @Zygote/….jl:189 _broadcast(::Zy… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 3 @Base/…st.jl:893 materialize(bc:… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…st.jl:932 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…st.jl:615 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…st.jl:619 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…st.jl:671 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/…st.jl:698 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Zygote/….jl:215 #_broadcast_gen… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Zygote/….jl:91 _pullback(::Zygo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Zygote/….jl:0 _pullback(::Zygot… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Distributions/…:37 #Normal#403 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…le.jl:33 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 2 @Base/…st.jl:940 copy ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 2 @Base/…st.jl:1103 copyto_nonleaf… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 2 @Base/…st.jl:615 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 2 @Base/…st.jl:619 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 2 @Base/…st.jl:671 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 2 @Base/…st.jl:698 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 2 @Zygote/….jl:215 #_broadcast_gen… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 2 @Zygote/….jl:91 _pullback(::Zygo… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 2 @Zygote/….jl:0 _pullback(::Zygot… 2╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 2 @Distributions/…:37 #Normal#403 ╎ ╎ ╎ ╎ ╎ 1 @MixtureDensityNetworks/…:49 macro expansion ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/….jl:77 update!(::@NamedTuple{hidden::… ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…jl:81 _update! ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…jl:85 _update!(tree::@NamedTuple{hi… ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…jl:2 mapvalue(::Function, ::@Named… ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…uple.jl:263 map(f::Function, nt::@Named… ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…ple.jl:382 map ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:85 (::Optimisers.var"#9#10"{Id… ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:81 _update! ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:85 _update!(tree::@NamedTupl… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:2 mapvalue(::Function, ::@N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…le.jl:263 map(f::Function, nt::@N… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…le.jl:385 map(f::Optimisers.var"… ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:85 #9 ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:81 _update! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:85 _update!(tree::@Nam… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:2 mapvalue ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…le.jl:263 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Base/…le.jl:385 map ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ 1 @Optimisers/…:85 #9 ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +1 1 @Optimisers/…:92 _update! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +2 1 @Optimisers/…:97 _update!(ℓ::Opt… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +3 1 @Optimisers/…:103 subtract!(x::M… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +4 1 @Base/…st.jl:901 materialize! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +5 1 @Base/…st.jl:904 materialize! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +6 1 @Base/…st.jl:946 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +7 1 @Base/…st.jl:993 copyto! ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +8 1 @Base/…op.jl:77 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +9 1 @Base/…st.jl:994 macro expansion ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +10 1 @Base/…st.jl:615 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +11 1 @Base/…st.jl:619 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +12 1 @Base/…st.jl:670 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +13 1 @Base/…st.jl:694 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +14 1 @Base/…st.jl:695 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +15 1 @Base/…st.jl:670 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +16 1 @Base/…st.jl:694 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +17 1 @Base/…st.jl:670 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +18 1 @Base/…st.jl:694 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +19 1 @Base/…st.jl:670 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +20 1 @Base/…st.jl:694 _getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +21 1 @Base/…st.jl:664 _broadcast_geti… ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +22 1 @Base/…al.jl:772 getindex ╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +23 1 @Base/…ay.jl:962 getindex 1╎ ╎ ╎ ╎ ╎ ╎ ╎ ╎ +24 1 @Base/…ay.jl:702 checkbounds ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile. --trace-compile is enabled during profile collection. ====================================================================================== cmd: /opt/julia/bin/julia 1 running 0 of 1 signal (10): User defined signal 1 epoll_pwait at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) uv__io_poll at /workspace/srcdir/libuv/src/unix/linux.c:1404 uv_run at /workspace/srcdir/libuv/src/unix/core.c:430 ijl_task_get_next at /source/src/scheduler.c:457 wait at ./task.jl:1223 wait_forever at ./task.jl:1145 jfptr_wait_forever_69311.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] start_task at /source/src/task.c:1281 unknown function (ip: (nil)) at (unknown file) ============================================================== Profile collected. A report will print at the next yield point. Disabling --trace-compile ============================================================== Progress: 15%|██████▏ | ETA: 0:18:32 ┌ Warning: There were no samples collected in one or more groups. │ This may be due to idle threads, or you may need to run your │ program longer (perhaps by running it multiple times), │ or adjust the delay between samples with `Profile.init()`. └ @ Profile /opt/julia/share/julia/stdlib/v1.14/Profile/src/Profile.jl:1362 Overhead ╎ [+additional indent] Count File:Line Function ========================================================= Thread 1 (default) Task 0x00007bb515f951e0 Total snapshots: 413. Utilization: 0% ╎413 @Base/task.jl:1145 wait_forever() 412╎ 413 @Base/task.jl:1223 wait() Progress: 16%|██████▍ | ETA: 0:18:27 [1] signal 15: Terminated in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 epoll_pwait at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) uv__io_poll at /workspace/srcdir/libuv/src/unix/linux.c:1404 uv_run at /workspace/srcdir/libuv/src/unix/core.c:430 ijl_task_get_next at /source/src/scheduler.c:457 wait at ./task.jl:1223 wait_forever at ./task.jl:1145 jfptr_wait_forever_69311.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] start_task at /source/src/task.c:1281 unknown function (ip: (nil)) at (unknown file) Allocations: 22051786 (Pool: 22051154; Big: 632); GC: 19 [89] signal 15: Terminated in expression starting at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/test/runtests.jl:30 jl_lookup_generic_ at /source/src/gf.c:4228 [inlined] ijl_apply_generic at /source/src/gf.c:4309 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 getindex at ./tuple.jl:33 [inlined] gradindex at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/reverse.jl:12 [inlined] #Normal#403 at /home/pkgeval/.julia/packages/Distributions/psM3H/src/univariate/continuous/normal.jl:37 [inlined] Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:0 indexed_iterate at ./tuple.jl:163 [inlined] #_broadcast_generic##5 at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/lib/broadcast.jl:218 [inlined] #Generator##0 at ./generator.jl:37 [inlined] iterate at ./generator.jl:48 [inlined] collect_to! at ./array.jl:886 collect_to_with_first! at ./array.jl:864 unknown function (ip: 0x746a82a902f2) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 collect at ./array.jl:838 map at ./abstractarray.jl:3544 [inlined] ∇broadcasted at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/lib/broadcast.jl:218 #1949 at /home/pkgeval/.julia/packages/ZygoteRules/CkVIK/src/adjoint.jl:72 [inlined] #359 at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/lib/lib.jl:205 [inlined] #361 at /home/pkgeval/.julia/packages/ZygoteRules/CkVIK/src/adjoint.jl:72 [inlined] broadcasted at ./broadcast.jl:1352 [inlined] Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:0 unknown function (ip: 0x746a82a8f622) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 #3 at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/layers.jl:49 [inlined] Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:0 #∇map##7 at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/lib/array.jl:202 [inlined] #Generator##0 at ./generator.jl:37 [inlined] iterate at ./generator.jl:48 [inlined] collect_to! at ./array.jl:886 collect_to_with_first! at ./array.jl:864 unknown function (ip: 0x746a82a93562) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 collect at ./array.jl:838 map at ./abstractarray.jl:3544 [inlined] map_back at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/lib/array.jl:202 #890 at /home/pkgeval/.julia/packages/ZygoteRules/CkVIK/src/adjoint.jl:72 [inlined] UnivariateGMM at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/layers.jl:48 [inlined] Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:0 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 unknown function (ip: 0x746a82a7786f) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 Pullback at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface2.jl:110 #pullback##0 at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface.jl:91 unknown function (ip: 0x746a82bd817f) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 withgradient at /home/pkgeval/.julia/packages/Zygote/zowwZ/src/compiler/interface.jl:0 macro expansion at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:46 [inlined] macro expansion at /home/pkgeval/.julia/packages/ProgressLogging/EktJo/src/ProgressLogging.jl:470 [inlined] #_fit!#17 at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:39 _fit! at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:29 [inlined] #15 at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:25 [inlined] with_logstate at ./logging/logging.jl:540 with_logger at ./logging/logging.jl:651 [inlined] #fit!#13 at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:24 fit! at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/native_interface.jl:19 [inlined] fit at /home/pkgeval/.julia/packages/MixtureDensityNetworks/OxOha/src/mlj_interface.jl:68 unknown function (ip: 0x746a829b3f81) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] jl_f__apply_iterate at /source/src/builtins.c:876 #fit_only!#58 at /home/pkgeval/.julia/packages/MLJBase/GY2fM/src/machines.jl:693 fit_only! at /home/pkgeval/.julia/packages/MLJBase/GY2fM/src/machines.jl:617 [inlined] #fit!#66 at /home/pkgeval/.julia/packages/MLJBase/GY2fM/src/machines.jl:790 [inlined] fit! at /home/pkgeval/.julia/packages/MLJBase/GY2fM/src/machines.jl:787 unknown function (ip: 0x746a82a09c92) at (unknown file) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] do_call at /source/src/interpreter.c:123 eval_value at /source/src/interpreter.c:243 eval_stmt_value at /source/src/interpreter.c:194 [inlined] eval_body at /source/src/interpreter.c:679 eval_body at /source/src/interpreter.c:550 eval_body at /source/src/interpreter.c:558 eval_body at /source/src/interpreter.c:558 eval_body at /source/src/interpreter.c:558 jl_interpret_toplevel_thunk at /source/src/interpreter.c:884 jl_toplevel_eval_flex at /source/src/toplevel.c:742 jl_eval_toplevel_stmts at /source/src/toplevel.c:585 jl_toplevel_eval_flex at /source/src/toplevel.c:683 ijl_toplevel_eval at /source/src/toplevel.c:754 ijl_toplevel_eval_in at /source/src/toplevel.c:799 eval at ./boot.jl:489 include_string at ./loading.jl:2994 _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 _include at ./loading.jl:3054 include at ./Base.jl:310 IncludeInto at ./Base.jl:311 jfptr_IncludeInto_77374.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] do_call at /source/src/interpreter.c:123 eval_value at /source/src/interpreter.c:243 eval_stmt_value at /source/src/interpreter.c:194 [inlined] eval_body at /source/src/interpreter.c:679 jl_interpret_toplevel_thunk at /source/src/interpreter.c:884 jl_toplevel_eval_flex at /source/src/toplevel.c:742 jl_eval_toplevel_stmts at /source/src/toplevel.c:585 jl_toplevel_eval_flex at /source/src/toplevel.c:683 ijl_toplevel_eval at /source/src/toplevel.c:754 ijl_toplevel_eval_in at /source/src/toplevel.c:799 eval at ./boot.jl:489 exec_options at ./client.jl:310 _start at ./client.jl:577 jfptr__start_48666.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] true_main at /source/src/jlapi.c:971 jl_repl_entrypoint at /source/src/jlapi.c:1138 main at /source/cli/loader_exe.c:58 unknown function (ip: 0x746ab538e249) at /lib/x86_64-linux-gnu/libc.so.6 __libc_start_main at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) unknown function (ip: 0x4010b8) at /workspace/srcdir/glibc-2.17/csu/../sysdeps/x86_64/start.S unknown function (ip: (nil)) at (unknown file) Allocations: 5444821640 (Pool: 5444819384; Big: 2256); GC: 2135 PkgEval terminated after 2756.67s: test duration exceeded the time limit