Package evaluation of ExplainableAI on Julia 1.11.5 (760b2e5b73*) started at 2025-04-16T15:16:35.587 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.93s ################################################################################ # Installation # Installing ExplainableAI... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [4f1bc3e1] + ExplainableAI v0.10.2 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 v0.6.52 [31c24e10] + Distributions v0.25.119 [ffbed154] + DocStringExtensions v0.9.4 [4f1bc3e1] + ExplainableAI v0.10.2 [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 v0.11.34 [21216c6a] + Preferences v1.4.3 [92933f4c] + ProgressMeter v1.10.4 [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 v2.5.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.4.0 [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 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf 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 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+0 Installation completed after 4.24s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 721.58s ################################################################################ # Testing # Testing ExplainableAI Status `/tmp/jl_TivJV2/Project.toml` [4c88cf16] Aqua v0.8.11 [6e4b80f9] BenchmarkTools v1.6.0 [31c24e10] Distributions v0.25.119 [4f1bc3e1] ExplainableAI v0.10.2 [587475ba] Flux v0.16.3 ⌅ [c3a54625] JET v0.9.19 [27aeb0d3] JLArrays v0.2.0 [033835bb] JLD2 v0.5.12 [98e50ef6] JuliaFormatter v2.1.1 [dde4c033] Metal v1.5.1 [10150987] PkgJogger v0.5.1 [324d217c] ReferenceTests v0.10.5 [860ef19b] StableRNGs v1.0.2 [9b48221d] XAIBase v4.0.1 [e88e6eb3] Zygote v0.7.6 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_TivJV2/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 [082447d4] ChainRules v1.72.3 [d360d2e6] ChainRulesCore v1.25.1 [da1fd8a2] CodeTracking v1.3.9 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 [c3611d14] ColorVectorSpace v0.11.0 [5ae59095] Colors v0.13.0 [a80b9123] CommonMark v0.9.0 [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 v0.6.52 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.119 [ffbed154] DocStringExtensions v0.9.4 [f151be2c] EnzymeCore v0.8.8 [4f1bc3e1] ExplainableAI v0.10.2 [e2ba6199] ExprTools v0.1.10 [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 v1.0.1 [d9f16b24] Functors v0.5.2 [0c68f7d7] GPUArrays v11.2.2 [46192b85] GPUArraysCore v0.2.0 [61eb1bfa] GPUCompiler v1.3.2 [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 v0.9.19 [27aeb0d3] JLArrays v0.2.0 [033835bb] JLD2 v0.5.12 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [98e50ef6] JuliaFormatter v2.1.1 [aa1ae85d] JuliaInterpreter v0.9.44 ⌅ [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 [dde4c033] Metal v1.5.1 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [e94cdb99] MosaicViews v0.3.4 [872c559c] NNlib v0.9.30 [77ba4419] NaNMath v1.1.3 [71a1bf82] NameResolution v0.1.5 [e86c9b32] ObjectiveC v3.4.1 [6fe1bfb0] OffsetArrays v1.17.0 [0b1bfda6] OneHotArrays v0.2.7 [3bd65402] Optimisers v0.4.6 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.34 [5432bcbf] PaddedViews v0.5.12 [69de0a69] Parsers v2.8.2 [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 [92933f4c] ProgressMeter v1.10.4 [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 [6c6a2e73] Scratch v1.2.1 [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 v2.5.1 [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 v1.4.0 [09ab397b] StructArrays v0.7.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [62fd8b95] TensorCore v0.1.1 [a759f4b9] TimerOutputs v0.5.28 [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 v0.7.6 [700de1a5] ZygoteRules v0.2.7 [6e34b625] Bzip2_jll v1.0.9+0 [f52de702] LLVMDowngrader_jll v0.6.0+0 [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 v0.8.5+0 [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... [ 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... 3085.5 ms ✓ ZygoteRules 11792.9 ms ✓ ChainRules 4174.8 ms ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 7173.0 ms ✓ ForwardDiff 63063.4 ms ✓ Zygote 5 dependencies successfully precompiled in 91 seconds. 60 already precompiled. Precompiling StatsFunsChainRulesCoreExt... 3886.9 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 1 dependency successfully precompiled in 4 seconds. 24 already precompiled. Precompiling DistributionsChainRulesCoreExt... 3042.3 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 3 seconds. 51 already precompiled. Precompiling DifferentiationInterfaceChainRulesCoreExt... 1039.9 ms ✓ DifferentiationInterface → DifferentiationInterfaceChainRulesCoreExt 1 dependency successfully precompiled in 1 seconds. 11 already precompiled. Precompiling DifferentiationInterfaceGPUArraysCoreExt... 746.0 ms ✓ DifferentiationInterface → DifferentiationInterfaceGPUArraysCoreExt 1 dependency successfully precompiled in 1 seconds. 6 already precompiled. Precompiling DifferentiationInterfaceForwardDiffExt... 1519.5 ms ✓ DifferentiationInterface → DifferentiationInterfaceForwardDiffExt 1 dependency successfully precompiled in 2 seconds. 22 already precompiled. Precompiling DifferentiationInterfaceZygoteExt... 3508.5 ms ✓ DifferentiationInterface → DifferentiationInterfaceZygoteExt 1 dependency successfully precompiled in 4 seconds. 73 already precompiled. Precompiling ReferenceTests... 33278.8 ms ✓ ImageCore 4378.1 ms ✓ ImageBase 3027.6 ms ✓ XTermColors 5030.3 ms ✓ ReferenceTests 4 dependencies successfully precompiled in 46 seconds. 47 already precompiled. Precompiling ZygoteColorsExt... 4713.7 ms ✓ Zygote → ZygoteColorsExt 1 dependency successfully precompiled in 6 seconds. 69 already precompiled. Precompiling ZygoteDistancesExt... 861.5 ms ✓ Distances → DistancesChainRulesCoreExt 6398.8 ms ✓ Zygote → ZygoteDistancesExt 2 dependencies successfully precompiled in 8 seconds. 68 already precompiled. Precompiling Flux... 5064.6 ms ✓ Accessors 1170.6 ms ✓ Functors 2681.9 ms ✓ SplittablesBase 2899.0 ms ✓ MLCore 1446.9 ms ✓ StaticArrays → StaticArraysChainRulesCoreExt 8526.1 ms ✓ KernelAbstractions 1953.1 ms ✓ ForwardDiff → ForwardDiffStaticArraysExt 1026.3 ms ✓ Accessors → StructArraysExt 2187.0 ms ✓ Accessors → LinearAlgebraExt 1217.8 ms ✓ Accessors → TestExt 1528.6 ms ✓ Accessors → StaticArraysExt 2069.7 ms ✓ MLDataDevices 2759.8 ms ✓ Optimisers 2126.8 ms ✓ KernelAbstractions → SparseArraysExt 1571.5 ms ✓ KernelAbstractions → LinearAlgebraExt 1675.6 ms ✓ KernelAbstractions → EnzymeExt 1775.2 ms ✓ StructArrays → StructArraysGPUArraysCoreExt 1608.1 ms ✓ BangBang 1460.0 ms ✓ MLDataDevices → MLDataDevicesChainRulesCoreExt 903.2 ms ✓ MLDataDevices → MLDataDevicesFillArraysExt 3790.7 ms ✓ MLDataDevices → MLDataDevicesZygoteExt 1196.9 ms ✓ MLDataDevices → MLDataDevicesSparseArraysExt 1546.1 ms ✓ MLDataDevices → MLDataDevicesChainRulesExt 849.7 ms ✓ Optimisers → OptimisersEnzymeCoreExt 864.2 ms ✓ Optimisers → OptimisersAdaptExt 13493.9 ms ✓ NNlib 1586.8 ms ✓ BangBang → BangBangStaticArraysExt 1087.7 ms ✓ BangBang → BangBangChainRulesCoreExt 1095.9 ms ✓ BangBang → BangBangStructArraysExt 1069.4 ms ✓ BangBang → BangBangTablesExt 2413.5 ms ✓ MicroCollections 2131.5 ms ✓ NNlib → NNlibEnzymeCoreExt 2118.2 ms ✓ NNlib → NNlibSpecialFunctionsExt 2297.3 ms ✓ NNlib → NNlibForwardDiffExt 2582.4 ms ✓ OneHotArrays 6472.9 ms ✓ Transducers 2304.1 ms ✓ MLDataDevices → MLDataDevicesOneHotArraysExt 1432.1 ms ✓ Transducers → TransducersAdaptExt 14918.6 ms ✓ FLoops 16822.5 ms ✓ MLUtils 3951.9 ms ✓ MLDataDevices → MLDataDevicesMLUtilsExt 17115.0 ms ✓ Flux 42 dependencies successfully precompiled in 148 seconds. 110 already precompiled. Precompiling StatsFunsInverseFunctionsExt... 1378.2 ms ✓ StatsFuns → StatsFunsInverseFunctionsExt 1 dependency successfully precompiled in 1 seconds. 21 already precompiled. Precompiling JLD2... 52127.3 ms ✓ JLD2 1 dependency successfully precompiled in 52 seconds. 31 already precompiled. Timing Gradient... cold:151.621817 seconds (30.75 M allocations: 1.490 GiB, 0.35% gc time, 99.99% compilation time) warm: 0.027051 seconds (4.02 k allocations: 2.455 MiB, 41.45% compilation time) Timing InputTimesGradient... cold: 15.385957 seconds (507.58 k allocations: 27.700 MiB, 99.89% compilation time) warm: 0.056587 seconds (6.50 k allocations: 2.583 MiB, 70.80% compilation time) Timing SmoothGrad... cold: Sampling NoiseAugmentation... 40%|████████▊ | ETA: 0:00:33 Sampling NoiseAugmentation... 100%|██████████████████████| Time: 0:00:23 61.043144 seconds (911.03 k allocations: 56.523 MiB, 0.10% gc time, 99.85% compilation time) warm: 0.224469 seconds (27.89 k allocations: 13.466 MiB, 60.68% compilation time) Timing GradCAM... cold: 3.666760 seconds (486.55 k allocations: 25.147 MiB, 99.78% compilation time) warm: 0.332101 seconds (66.92 k allocations: 4.131 MiB, 97.76% compilation time) Timing IntegratedGradients... cold: 5.352206 seconds (65.17 k allocations: 17.508 MiB, 1.04% gc time, 96.99% compilation time) warm: 5.469566 seconds (59.62 k allocations: 17.214 MiB, 98.10% compilation time) [ Info: Testing analyzers on batches... WARNING: Method definition pseudorand(Any...) in module Main at /home/pkgeval/.julia/packages/ExplainableAI/LPoru/test/test_cnn.jl:18 overwritten at /home/pkgeval/.julia/packages/ExplainableAI/LPoru/test/test_batches.jl:10. Precompiling Metal... 9761.0 ms ✓ ObjectiveC 3749.1 ms ✓ LLVMDowngrader_jll 12168.4 ms ✓ GPUArrays 27692.6 ms ✓ Metal 7132.5 ms ✓ Atomix → AtomixMetalExt 5 dependencies successfully precompiled in 61 seconds. 56 already precompiled. ┌ Error: Metal.jl is only supported on macOS └ @ Metal ~/.julia/packages/Metal/N2ABH/src/initialization.jl:32 Precompiling MLDataDevicesGPUArraysExt... 4737.7 ms ✓ MLDataDevices → MLDataDevicesGPUArraysExt 1 dependency successfully precompiled in 5 seconds. 57 already precompiled. Precompiling SpecialFunctionsExt... 1470.5 ms ✓ ColorVectorSpace → SpecialFunctionsExt 7855.3 ms ✓ Metal → SpecialFunctionsExt 2 dependencies successfully precompiled in 10 seconds. 72 already precompiled. Precompiling MLDataDevicesMetalExt... 7758.6 ms ✓ MLDataDevices → MLDataDevicesMetalExt 1 dependency successfully precompiled in 9 seconds. 69 already precompiled. Precompiling JLArrays... 4570.9 ms ✓ JLArrays 1 dependency successfully precompiled in 5 seconds. 50 already precompiled. [ Info: Using JLArrays as GPU device Sampling NoiseAugmentation... 4%|▉ | ETA: 0:00:54 Sampling NoiseAugmentation... 100%|██████████████████████| Time: 0:00:02 [ Info: Testing whether benchmarks are up-to-date... Precompiling PkgJogger... 2788.4 ms ✓ BenchmarkTools 4477.5 ms ✓ PkgJogger 2 dependencies successfully precompiled in 7 seconds. 38 already precompiled. Test Summary: | Pass Total Time ExplainableAI.jl | 60 60 20m34.8s Testing ExplainableAI tests passed Testing completed after 1243.51s PkgEval succeeded after 2032.91s