Package evaluation to test ExplainableAI on Julia 1.11.7 (58327cce5e*) started at 2025-10-28T21:08:55.325 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.48s ################################################################################ # Installation # Installing ExplainableAI... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [4f1bc3e1] + ExplainableAI v0.10.3 Updating `~/.julia/environments/v1.11/Manifest.toml` [47edcb42] + ADTypes v1.18.0 [66dad0bd] + AliasTables v1.1.3 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.1 [a0c0ee7d] + DifferentiationInterface v0.7.9 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [4f1bc3e1] + ExplainableAI v0.10.3 [1a297f60] + FillArrays v1.14.0 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.6 [692b3bcd] + JLLWrappers v1.7.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.36 [21216c6a] + Preferences v1.5.0 [92933f4c] + ProgressMeter v1.11.0 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.6.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.7 [4c63d2b9] + StatsFuns v1.5.2 [9b48221d] + XAIBase v4.1.0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra 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 [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 4.96s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 128.77s ################################################################################ # Testing # Testing ExplainableAI Status `/tmp/jl_W55vzj/Project.toml` [4c88cf16] Aqua v0.8.14 [6e4b80f9] BenchmarkTools v1.6.3 [31c24e10] Distributions v0.25.122 [4f1bc3e1] ExplainableAI v0.10.3 [587475ba] Flux v0.16.5 ⌅ [c3a54625] JET v0.9.20 [27aeb0d3] JLArrays v0.3.0 [033835bb] JLD2 v0.6.2 [98e50ef6] JuliaFormatter v2.1.6 [dde4c033] Metal v1.9.0 [10150987] PkgJogger v0.6.0 [324d217c] ReferenceTests v0.10.5 [860ef19b] StableRNGs v1.0.3 [9b48221d] XAIBase v4.1.0 [e88e6eb3] Zygote v0.7.10 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_W55vzj/Manifest.toml` [47edcb42] ADTypes v1.18.0 [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.14 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.2 [ab4f0b2a] BFloat16s v0.6.0 [fbb218c0] BSON v0.3.9 [198e06fe] BangBang v0.4.6 [9718e550] Baselet v0.1.1 [6e4b80f9] BenchmarkTools v1.6.3 [fa961155] CEnum v0.5.0 [082447d4] ChainRules v1.72.6 [d360d2e6] ChainRulesCore v1.26.0 [0b6fb165] ChunkCodecCore v1.0.0 [4c0bbee4] ChunkCodecLibZlib v1.0.0 [55437552] ChunkCodecLibZstd v1.0.0 ⌅ [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 v0.13.1 [a80b9123] CommonMark v0.9.1 [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 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.1 [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 v0.7.9 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [f151be2c] EnzymeCore v0.8.15 [4f1bc3e1] ExplainableAI v0.10.3 [e2ba6199] ExprTools v0.1.10 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.14.0 [53c48c17] FixedPointNumbers v0.8.5 [587475ba] Flux v0.16.5 [f6369f11] ForwardDiff v1.2.2 [d9f16b24] Functors v0.5.2 [0c68f7d7] GPUArrays v11.2.6 [46192b85] GPUArraysCore v0.2.0 [61eb1bfa] GPUCompiler v1.7.2 [096a3bc2] GPUToolbox v1.0.0 [c27321d9] Glob v1.3.1 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [7869d1d1] IRTools v0.4.15 [c817782e] ImageBase v0.1.7 [a09fc81d] ImageCore v0.10.5 [22cec73e] InitialValues v0.3.1 [3587e190] InverseFunctions v0.1.17 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 ⌅ [c3a54625] JET v0.9.20 [27aeb0d3] JLArrays v0.3.0 [033835bb] JLD2 v0.6.2 [692b3bcd] JLLWrappers v1.7.1 ⌅ [682c06a0] JSON v0.21.4 [98e50ef6] JuliaFormatter v2.1.6 ⌅ [aa1ae85d] JuliaInterpreter v0.9.46 ⌅ [70703baa] JuliaSyntax v0.4.10 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.38 [929cbde3] LLVM v9.4.4 [8cdb02fc] LazyModules v0.3.1 [2ab3a3ac] LogExpFunctions v0.3.29 ⌃ [6f1432cf] LoweredCodeUtils v3.2.2 [c2834f40] MLCore v1.0.0 [7e8f7934] MLDataDevices v1.14.0 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [dbb5928d] MappedArrays v0.4.2 [dde4c033] Metal v1.9.0 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [e94cdb99] MosaicViews v0.3.4 [872c559c] NNlib v0.9.31 [77ba4419] NaNMath v1.1.3 [71a1bf82] NameResolution v0.1.5 [e86c9b32] ObjectiveC v3.4.2 [6fe1bfb0] OffsetArrays v1.17.0 [0b1bfda6] OneHotArrays v0.2.10 [3bd65402] Optimisers v0.4.6 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.36 [5432bcbf] PaddedViews v0.5.12 [69de0a69] Parsers v2.8.3 [10150987] PkgJogger v0.6.0 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.5.0 [8162dcfd] PrettyPrint v0.2.0 [33c8b6b6] ProgressLogging v0.1.5 [92933f4c] ProgressMeter v1.11.0 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [74087812] Random123 v1.7.1 [e6cf234a] RandomNumbers v1.6.0 [c1ae055f] RealDot v0.1.0 [189a3867] Reexport v1.2.2 [324d217c] ReferenceTests v0.10.5 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [431bcebd] SciMLPublic v1.0.0 [7e506255] ScopedValues v1.5.0 [6c6a2e73] Scratch v1.3.0 [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 [860ef19b] StableRNGs v1.0.3 [cae243ae] StackViews v0.1.2 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.4 [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 [62fd8b95] TensorCore v0.1.1 [e689c965] Tracy v0.1.6 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.85 [013be700] UnsafeAtomics v0.3.0 [9b48221d] XAIBase v4.1.0 [c8c2cc18] XTermColors v0.2.1 [e88e6eb3] Zygote v0.7.10 [700de1a5] ZygoteRules v0.2.7 [6e34b625] Bzip2_jll v1.0.9+0 [f52de702] LLVMDowngrader_jll v0.6.0+1 [dad2f222] LLVMExtra_jll v0.0.38+0 [ad6e5548] LibTracyClient_jll v0.9.1+6 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [3161d3a3] Zstd_jll v1.5.7+1 [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 ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints 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... 4499.9 ms ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 7030.8 ms ✓ ForwardDiff 76674.8 ms ✓ Zygote 3 dependencies successfully precompiled in 89 seconds. 62 already precompiled. Precompiling StatsFunsChainRulesCoreExt... 4321.3 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 1 dependency successfully precompiled in 5 seconds. 24 already precompiled. Precompiling DistributionsChainRulesCoreExt... 3746.5 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 5 seconds. 49 already precompiled. Precompiling DifferentiationInterfaceForwardDiffExt... 1793.9 ms ✓ DifferentiationInterface → DifferentiationInterfaceForwardDiffExt 1 dependency successfully precompiled in 2 seconds. 22 already precompiled. Precompiling DifferentiationInterfaceZygoteExt... 4477.6 ms ✓ DifferentiationInterface → DifferentiationInterfaceZygoteExt 1 dependency successfully precompiled in 5 seconds. 73 already precompiled. Precompiling ReferenceTests... 34094.8 ms ✓ ImageCore 4263.6 ms ✓ ImageBase 3002.0 ms ✓ XTermColors 5134.6 ms ✓ ReferenceTests 4 dependencies successfully precompiled in 47 seconds. 47 already precompiled. Precompiling ZygoteColorsExt... 4546.3 ms ✓ Zygote → ZygoteColorsExt 1 dependency successfully precompiled in 5 seconds. 69 already precompiled. Precompiling ZygoteDistancesExt... 6558.8 ms ✓ Zygote → ZygoteDistancesExt 1 dependency successfully precompiled in 7 seconds. 69 already precompiled. Precompiling Flux... 3316.9 ms ✓ Setfield 1103.3 ms ✓ Accessors → StructArraysExt 1563.2 ms ✓ BangBang 1163.7 ms ✓ Functors 1504.3 ms ✓ Accessors → TestExt 2837.2 ms ✓ MLCore 1594.3 ms ✓ Accessors → StaticArraysExt 1484.0 ms ✓ StructArrays → StructArraysStaticArraysExt 1801.1 ms ✓ KernelAbstractions → EnzymeExt 1781.6 ms ✓ StructArrays → StructArraysGPUArraysCoreExt 1978.4 ms ✓ ForwardDiff → ForwardDiffStaticArraysExt 2209.1 ms ✓ NNlib → NNlibEnzymeCoreExt 2220.3 ms ✓ NNlib → NNlibSpecialFunctionsExt 2382.8 ms ✓ NNlib → NNlibForwardDiffExt 2623.0 ms ✓ OneHotArrays 2596.2 ms ✓ SplittablesBase 1762.9 ms ✓ BangBang → BangBangStaticArraysExt 1171.5 ms ✓ BangBang → BangBangChainRulesCoreExt 1156.7 ms ✓ BangBang → BangBangStructArraysExt 1095.9 ms ✓ BangBang → BangBangTablesExt 2488.2 ms ✓ MicroCollections 1496.6 ms ✓ MLDataDevices 2705.8 ms ✓ Optimisers 6432.1 ms ✓ Transducers 1463.8 ms ✓ MLDataDevices → MLDataDevicesChainRulesCoreExt 2069.1 ms ✓ MLDataDevices → MLDataDevicesOneHotArraysExt 965.6 ms ✓ MLDataDevices → MLDataDevicesFillArraysExt 4494.4 ms ✓ MLDataDevices → MLDataDevicesZygoteExt 1265.2 ms ✓ MLDataDevices → MLDataDevicesSparseArraysExt 1628.0 ms ✓ MLDataDevices → MLDataDevicesChainRulesExt 851.1 ms ✓ Optimisers → OptimisersEnzymeCoreExt 984.4 ms ✓ Optimisers → OptimisersAdaptExt 1694.6 ms ✓ Transducers → TransducersAdaptExt 15551.5 ms ✓ FLoops 17595.3 ms ✓ MLUtils 4140.5 ms ✓ MLDataDevices → MLDataDevicesMLUtilsExt 17390.2 ms ✓ Flux 37 dependencies successfully precompiled in 122 seconds. 116 already precompiled. Precompiling DifferentiationInterfaceStaticArraysExt... 1719.4 ms ✓ DifferentiationInterface → DifferentiationInterfaceStaticArraysExt 1 dependency successfully precompiled in 2 seconds. 10 already precompiled. Precompiling StatsFunsInverseFunctionsExt... 1909.3 ms ✓ StatsFuns → StatsFunsInverseFunctionsExt 1 dependency successfully precompiled in 2 seconds. 21 already precompiled. Precompiling JLD2... 54486.5 ms ✓ JLD2 1 dependency successfully precompiled in 55 seconds. 37 already precompiled. Timing Gradient... cold:191.931098 seconds (30.53 M allocations: 1.488 GiB, 0.32% gc time, 99.99% compilation time) warm: 0.020679 seconds (4.08 k allocations: 2.536 MiB, 44.26% compilation time) Timing InputTimesGradient... cold: 25.055851 seconds (508.09 k allocations: 27.871 MiB, 99.93% compilation time) warm: 0.059579 seconds (6.59 k allocations: 2.671 MiB, 68.42% compilation time) Timing SmoothGrad... cold: Sampling NoiseAugmentation... 40%|████████▊ | ETA: 0:00:30 Sampling NoiseAugmentation... 100%|██████████████████████| Time: 0:00:20 57.029204 seconds (919.38 k allocations: 57.413 MiB, 0.07% gc time, 99.88% compilation time) warm: 0.208634 seconds (28.18 k allocations: 13.880 MiB, 21.28% gc time, 50.46% compilation time) Timing GradCAM... cold: 2.764878 seconds (493.31 k allocations: 25.618 MiB, 99.79% compilation time) warm: 0.208972 seconds (66.49 k allocations: 4.103 MiB, 97.58% compilation time) Timing IntegratedGradients... cold: 4.277759 seconds (65.49 k allocations: 18.003 MiB, 0.83% gc time, 97.54% compilation time) warm: 4.501020 seconds (59.94 k allocations: 17.707 MiB, 98.36% compilation time) [ Info: Testing analyzers on batches... WARNING: Method definition pseudorand(Any...) in module Main at /home/pkgeval/.julia/packages/ExplainableAI/n1LU0/test/test_cnn.jl:18 overwritten at /home/pkgeval/.julia/packages/ExplainableAI/n1LU0/test/test_batches.jl:10. Precompiling Metal... 8561.4 ms ✓ ObjectiveC 3357.2 ms ✓ LLVMDowngrader_jll 33332.0 ms ✓ GPUCompiler 9194.4 ms ✓ GPUArrays 42438.3 ms ✓ Metal 10024.0 ms ✓ Atomix → AtomixMetalExt 6 dependencies successfully precompiled in 107 seconds. 61 already precompiled. ┌ Error: Metal.jl is only supported on macOS └ @ Metal ~/.julia/packages/Metal/av3If/src/initialization.jl:32 Precompiling MLDataDevicesGPUArraysExt... 5346.9 ms ✓ MLDataDevices → MLDataDevicesGPUArraysExt 1 dependency successfully precompiled in 7 seconds. 58 already precompiled. Precompiling JLD2Ext... 6351.3 ms ✓ GPUArrays → JLD2Ext 1 dependency successfully precompiled in 8 seconds. 58 already precompiled. Precompiling SpecialFunctionsExt... 10748.4 ms ✓ Metal → SpecialFunctionsExt 1 dependency successfully precompiled in 12 seconds. 79 already precompiled. Precompiling MLDataDevicesMetalExt... 9924.4 ms ✓ MLDataDevices → MLDataDevicesMetalExt 1 dependency successfully precompiled in 11 seconds. 76 already precompiled. Precompiling JLArrays... 4728.9 ms ✓ JLArrays 1 dependency successfully precompiled in 5 seconds. 50 already precompiled. [ Info: Using JLArrays as GPU device Sampling NoiseAugmentation... 4%|▉ | ETA: 0:00:42 Sampling NoiseAugmentation... 100%|██████████████████████| Time: 0:00:05 [ Info: Testing whether benchmarks are up-to-date... Precompiling PkgJogger... 2974.2 ms ✓ BenchmarkTools 5229.1 ms ✓ PkgJogger 2 dependencies successfully precompiled in 8 seconds. 38 already precompiled. Test Summary: | Pass Total Time ExplainableAI.jl | 60 60 22m00.6s Testing ExplainableAI tests passed Testing completed after 1327.57s PkgEval succeeded after 1487.79s