Package evaluation of ExplainableAI on Julia 1.11.4 (8561cc3d68*) started at 2025-03-25T13:13:28.903 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.35s ################################################################################ # Installation # Installing ExplainableAI... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [4f1bc3e1] + ExplainableAI v0.10.1 Updating `~/.julia/environments/v1.11/Manifest.toml` [47edcb42] + ADTypes v1.14.0 [66dad0bd] + AliasTables v1.1.3 [34da2185] + Compat v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [a0c0ee7d] + DifferentiationInterface v0.6.48 [31c24e10] + Distributions v0.25.118 [ffbed154] + DocStringExtensions v0.9.3 [4f1bc3e1] + ExplainableAI v0.10.1 [1a297f60] + FillArrays v1.13.0 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.32 [21216c6a] + Preferences v1.4.3 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.3.2 [9b48221d] + XAIBase v4.0.1 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.2.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [2f01184e] + SparseArrays v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [e37daf67] + LibGit2_jll v1.7.2+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.6+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.1+4 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+0 Installation completed after 4.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 293.91s ################################################################################ # Testing # Testing ExplainableAI Status `/tmp/jl_VFMvZ3/Project.toml` [4c88cf16] Aqua v0.8.11 [6e4b80f9] BenchmarkTools v1.6.0 [31c24e10] Distributions v0.25.118 [4f1bc3e1] ExplainableAI v0.10.1 [587475ba] Flux v0.16.3 [c3a54625] JET v0.9.18 [033835bb] JLD2 v0.5.12 [98e50ef6] JuliaFormatter v1.0.62 [10150987] PkgJogger v0.5.1 [324d217c] ReferenceTests v0.10.5 [860ef19b] StableRNGs v1.0.2 [9b48221d] XAIBase v4.0.1 [e88e6eb3] Zygote v0.7.4 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_VFMvZ3/Manifest.toml` [47edcb42] ADTypes v1.14.0 [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.11 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.1 [fbb218c0] BSON v0.3.9 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [6e4b80f9] BenchmarkTools v1.6.0 [fa961155] CEnum v0.5.0 [00ebfdb7] CSTParser v3.4.3 [082447d4] ChainRules v1.72.3 [d360d2e6] ChainRulesCore v1.25.1 [da1fd8a2] CodeTracking v1.3.6 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.0 [c3611d14] ColorVectorSpace v0.11.0 [5ae59095] Colors v0.13.0 ⌅ [a80b9123] CommonMark v0.8.16 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [ab62b9b5] DeepDiffs v1.2.0 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.6.48 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.118 [ffbed154] DocStringExtensions v0.9.3 [f151be2c] EnzymeCore v0.8.8 [4f1bc3e1] ExplainableAI v0.10.1 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [587475ba] Flux v0.16.3 [f6369f11] ForwardDiff v0.10.38 [d9f16b24] Functors v0.5.2 [0c68f7d7] GPUArrays v11.2.2 [46192b85] GPUArraysCore v0.2.0 [c27321d9] Glob v1.3.1 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [7869d1d1] IRTools v0.4.14 [c817782e] ImageBase v0.1.7 [a09fc81d] ImageCore v0.10.5 [22cec73e] InitialValues v0.3.1 [3587e190] InverseFunctions v0.1.17 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [c3a54625] JET v0.9.18 [033835bb] JLD2 v0.5.12 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [98e50ef6] JuliaFormatter v1.0.62 [aa1ae85d] JuliaInterpreter v0.9.42 [70703baa] JuliaSyntax v0.4.10 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.34 [929cbde3] LLVM v9.2.0 [8cdb02fc] LazyModules v0.3.1 [2ab3a3ac] LogExpFunctions v0.3.29 [6f1432cf] LoweredCodeUtils v3.1.0 [c2834f40] MLCore v1.0.0 [7e8f7934] MLDataDevices v1.9.1 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.15 [dbb5928d] MappedArrays v0.4.2 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [e94cdb99] MosaicViews v0.3.4 [872c559c] NNlib v0.9.29 [77ba4419] NaNMath v1.1.2 [71a1bf82] NameResolution v0.1.5 [6fe1bfb0] OffsetArrays v1.16.0 [0b1bfda6] OneHotArrays v0.2.6 [3bd65402] Optimisers v0.4.5 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.32 [5432bcbf] PaddedViews v0.5.12 [69de0a69] Parsers v2.8.1 [10150987] PkgJogger v0.5.1 [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [33c8b6b6] ProgressLogging v0.1.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [c1ae055f] RealDot v0.1.0 [189a3867] Reexport v1.2.2 [324d217c] ReferenceTests v0.10.5 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [7e506255] ScopedValues v1.3.0 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [699a6c99] SimpleTraits v0.9.4 [a2af1166] SortingAlgorithms v1.2.1 [dc90abb0] SparseInverseSubset v0.1.2 [276daf66] SpecialFunctions v2.5.0 [171d559e] SplittablesBase v0.1.15 [860ef19b] StableRNGs v1.0.2 [cae243ae] StackViews v0.1.1 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [4c63d2b9] StatsFuns v1.3.2 [09ab397b] StructArrays v0.7.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [62fd8b95] TensorCore v0.1.1 [0796e94c] Tokenize v0.5.29 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.84 [013be700] UnsafeAtomics v0.3.0 [9b48221d] XAIBase v4.0.1 [c8c2cc18] XTermColors v0.2.1 [e88e6eb3] Zygote v0.7.4 [700de1a5] ZygoteRules v0.2.7 [dad2f222] LLVMExtra_jll v0.0.35+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 v1.6.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays 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 v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.1+4 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling DistributionsTestExt... 3031.7 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 4 seconds. 53 already precompiled. Precompiling JuliaFormatter... 14250.2 ms ✓ CommonMark 52329.1 ms ✓ JuliaFormatter 2 dependencies successfully precompiled in 67 seconds. 18 already precompiled. Precompiling JET... 11270.6 ms ✓ JET 1 dependency successfully precompiled in 12 seconds. 33 already precompiled. [ Info: - running JuliaFormatter code formatting tests... [ Info: - running Aqua.jl tests... [ Info: - running JET.jl type stability tests... [ Info: Testing constructors... [ Info: Testing analyzers on CNN... Precompiling Zygote... 1730.9 ms ✓ SparseInverseSubset 1603.7 ms ✓ StaticArrays → StaticArraysStatisticsExt 1738.7 ms ✓ StructArrays → StructArraysStaticArraysExt 7292.2 ms ✓ ForwardDiff 10122.8 ms ✓ KernelAbstractions 12449.3 ms ✓ ChainRules 2768.9 ms ✓ ForwardDiff → ForwardDiffStaticArraysExt 2517.6 ms ✓ KernelAbstractions → SparseArraysExt 1386.8 ms ✓ KernelAbstractions → LinearAlgebraExt 2114.5 ms ✓ StructArrays → StructArraysGPUArraysCoreExt 15527.7 ms ✓ GPUArrays 66629.0 ms ✓ Zygote 12 dependencies successfully precompiled in 127 seconds. 91 already precompiled. Precompiling StatsFunsChainRulesCoreExt... 4015.4 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 1 dependency successfully precompiled in 4 seconds. 30 already precompiled. Precompiling DistributionsChainRulesCoreExt... 3248.7 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 4 seconds. 56 already precompiled. Precompiling DifferentiationInterfaceChainRulesCoreExt... 843.3 ms ✓ DifferentiationInterface → DifferentiationInterfaceChainRulesCoreExt 1 dependency successfully precompiled in 1 seconds. 11 already precompiled. Precompiling DifferentiationInterfaceForwardDiffExt... 1668.7 ms ✓ DifferentiationInterface → DifferentiationInterfaceForwardDiffExt 1 dependency successfully precompiled in 2 seconds. 28 already precompiled. Precompiling DifferentiationInterfaceZygoteExt... 1461.5 ms ✓ StaticArrays → StaticArraysChainRulesCoreExt 1406.3 ms ✓ ConstructionBase → ConstructionBaseStaticArraysExt 1417.7 ms ✓ DifferentiationInterface → DifferentiationInterfaceStaticArraysExt 3827.6 ms ✓ DifferentiationInterface → DifferentiationInterfaceZygoteExt 4 dependencies successfully precompiled in 9 seconds. 108 already precompiled. Precompiling ReferenceTests... 33911.9 ms ✓ ImageCore 4423.3 ms ✓ ImageBase 3053.2 ms ✓ XTermColors 5160.9 ms ✓ ReferenceTests 4 dependencies successfully precompiled in 47 seconds. 47 already precompiled. Precompiling ZygoteColorsExt... 4694.0 ms ✓ Zygote → ZygoteColorsExt 1 dependency successfully precompiled in 5 seconds. 106 already precompiled. Precompiling ZygoteDistancesExt... 894.0 ms ✓ Distances → DistancesChainRulesCoreExt 6739.3 ms ✓ Zygote → ZygoteDistancesExt 2 dependencies successfully precompiled in 8 seconds. 106 already precompiled. Precompiling Flux... 1752.5 ms ✓ MLDataDevices 1518.5 ms ✓ Accessors → StaticArraysExt 1606.5 ms ✓ BangBang → BangBangStaticArraysExt 1809.3 ms ✓ KernelAbstractions → EnzymeExt 13613.0 ms ✓ NNlib 1435.1 ms ✓ MLDataDevices → MLDataDevicesChainRulesCoreExt 4971.8 ms ✓ MLDataDevices → MLDataDevicesGPUArraysExt 933.1 ms ✓ MLDataDevices → MLDataDevicesFillArraysExt 4141.9 ms ✓ MLDataDevices → MLDataDevicesZygoteExt 1201.0 ms ✓ MLDataDevices → MLDataDevicesSparseArraysExt 1655.4 ms ✓ MLDataDevices → MLDataDevicesChainRulesExt 2171.0 ms ✓ NNlib → NNlibEnzymeCoreExt 2509.4 ms ✓ NNlib → NNlibSpecialFunctionsExt 2378.7 ms ✓ NNlib → NNlibForwardDiffExt 2568.3 ms ✓ OneHotArrays 16765.0 ms ✓ MLUtils 1913.7 ms ✓ MLDataDevices → MLDataDevicesOneHotArraysExt 3755.2 ms ✓ MLDataDevices → MLDataDevicesMLUtilsExt 17996.6 ms ✓ Flux 19 dependencies successfully precompiled in 85 seconds. 155 already precompiled. Precompiling StatsFunsInverseFunctionsExt... 1448.6 ms ✓ StatsFuns → StatsFunsInverseFunctionsExt 1 dependency successfully precompiled in 2 seconds. 27 already precompiled. Precompiling JLD2... 54606.0 ms ✓ JLD2 1 dependency successfully precompiled in 55 seconds. 31 already precompiled. Timing Gradient... cold:163.266234 seconds (30.84 M allocations: 1.494 GiB, 0.44% gc time, 99.99% compilation time) warm: 0.028456 seconds (4.02 k allocations: 2.454 MiB, 41.50% compilation time) Timing InputTimesGradient... cold: 15.509099 seconds (507.66 k allocations: 27.686 MiB, 99.87% compilation time) warm: 0.059141 seconds (6.50 k allocations: 2.583 MiB, 65.44% compilation time) Timing SmoothGrad... cold: 50.676070 seconds (1.06 M allocations: 67.147 MiB, 0.24% gc time, 99.82% compilation time) warm: 0.243204 seconds (20.26 k allocations: 13.240 MiB, 17.35% gc time, 43.90% compilation time) Timing GradCAM... cold: 4.504464 seconds (486.75 k allocations: 25.206 MiB, 99.81% compilation time) warm: 0.376331 seconds (67.07 k allocations: 4.135 MiB, 98.02% compilation time) Timing IntegratedGradients... cold: 0.329959 seconds (28.29 k allocations: 15.856 MiB, 20.00% gc time, 45.08% compilation time) warm: 0.219844 seconds (21.82 k allocations: 15.574 MiB, 51.25% compilation time) [ Info: Testing analyzers on batches... WARNING: Method definition pseudorand(Any...) in module Main at /home/pkgeval/.julia/packages/ExplainableAI/6wrZJ/test/test_cnn.jl:18 overwritten at /home/pkgeval/.julia/packages/ExplainableAI/6wrZJ/test/test_batches.jl:10. [ Info: Testing whether benchmarks are up-to-date... Precompiling PkgJogger... 2890.4 ms ✓ BenchmarkTools 4498.9 ms ✓ PkgJogger 2 dependencies successfully precompiled in 8 seconds. 38 already precompiled. Test Summary: | Pass Total Time ExplainableAI.jl | 50 50 19m13.2s Testing ExplainableAI tests passed Testing completed after 1241.98s PkgEval succeeded after 1589.34s