Package evaluation of FluxKAN on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T22:47:18.281 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.05s ################################################################################ # Installation # Installing FluxKAN... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [5d54f141] + FluxKAN v0.1.0 Updating `~/.julia/environments/v1.11/Manifest.toml` [621f4979] + AbstractFFTs v1.5.0 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.1 [a963bdd2] + AtomsBase v0.5.1 [ab4f0b2a] + BFloat16s v0.5.1 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [6e4b80f9] + BenchmarkTools v1.6.0 [d1d4a3ce] + BitFlags v0.1.9 [e1450e63] + BufferedStreams v1.2.2 [336ed68f] + CSV v0.10.15 [082447d4] + ChainRules v1.72.3 [d360d2e6] + ChainRulesCore v1.25.1 [46823bd8] + Chemfiles v0.10.42 [944b1d66] + CodecZlib v0.7.8 [35d6a980] + ColorSchemes v3.29.0 [3da002f7] + ColorTypes v0.12.1 [c3611d14] + ColorVectorSpace v0.11.0 [5ae59095] + Colors v0.13.0 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [f0e56b4a] + ConcurrentUtilities v2.5.0 [187b0558] + ConstructionBase v1.5.8 [6add18c4] + ContextVariablesX v0.1.3 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [124859b0] + DataDeps v0.7.13 [a93c6f00] + DataFrames v1.7.0 [864edb3b] + DataStructures v0.18.22 [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 [ffbed154] + DocStringExtensions v0.9.4 [f151be2c] + EnzymeCore v0.8.8 [460bff9d] + ExceptionUnwrapping v0.1.11 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [5789e2e9] + FileIO v1.17.0 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [587475ba] + Flux v0.16.3 [5d54f141] + FluxKAN v0.1.0 [f6369f11] + ForwardDiff v1.0.1 [d9f16b24] + Functors v0.5.2 [46192b85] + GPUArraysCore v0.2.0 [92fee26a] + GZip v0.6.2 [c27321d9] + Glob v1.3.1 [f67ccb44] + HDF5 v0.17.2 [cd3eb016] + HTTP v1.10.15 [076d061b] + HashArrayMappedTries v0.2.0 [7869d1d1] + IRTools v0.4.14 [c817782e] + ImageBase v0.1.7 [a09fc81d] + ImageCore v0.10.5 [4e3cecfd] + ImageShow v0.3.8 [22cec73e] + InitialValues v0.3.1 [842dd82b] + InlineStrings v1.4.3 [7d512f48] + InternedStrings v0.7.0 [3587e190] + InverseFunctions v0.1.17 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [033835bb] + JLD2 v0.5.12 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 [0f8b85d8] + JSON3 v1.14.2 [b14d175d] + JuliaVariables v0.2.4 [63c18a36] + KernelAbstractions v0.9.34 [b964fa9f] + LaTeXStrings v1.4.0 [8cdb02fc] + LazyModules v0.3.1 [3db4a2ba] + LegendrePolynomials v0.4.5 [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.1.0 [23992714] + MAT v0.10.7 [c2834f40] + MLCore v1.0.0 [7e8f7934] + MLDataDevices v1.9.1 [eb30cadb] + MLDatasets v0.7.18 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [3da0fdf6] + MPIPreferences v0.1.11 [1914dd2f] + MacroTools v0.5.15 [dbb5928d] + MappedArrays v0.4.2 [739be429] + MbedTLS v1.1.9 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [e94cdb99] + MosaicViews v0.3.4 [872c559c] + NNlib v0.9.30 [15e1cf62] + NPZ v0.4.3 [77ba4419] + NaNMath v1.1.3 [71a1bf82] + NameResolution v0.1.5 [6fe1bfb0] + OffsetArrays v1.16.0 [0b1bfda6] + OneHotArrays v0.2.7 [4d8831e6] + OpenSSL v1.4.3 [3bd65402] + Optimisers v0.4.6 [bac558e1] + OrderedCollections v1.8.0 [65ce6f38] + PackageExtensionCompat v1.0.2 [5432bcbf] + PaddedViews v0.5.12 [69de0a69] + Parsers v2.8.1 [7b2266bf] + PeriodicTable v1.2.1 [fbb45041] + Pickle v0.3.5 [2dfb63ee] + PooledArrays v1.4.3 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [8162dcfd] + PrettyPrint v0.2.0 [08abe8d2] + PrettyTables v2.4.0 [33c8b6b6] + ProgressLogging v0.1.4 [43287f4e] + PtrArrays v1.3.0 [c1ae055f] + RealDot v0.1.0 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [7e506255] + ScopedValues v1.3.0 [6c6a2e73] + Scratch v1.2.1 [91c51154] + SentinelArrays v1.4.8 [efcf1570] + Setfield v1.1.2 [605ecd9f] + ShowCases v0.1.0 [777ac1f9] + SimpleBufferStream v1.2.0 [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 [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 ⌅ [4db3bf67] + StridedViews v0.2.2 [69024149] + StringEncodings v0.3.7 [892a3eda] + StringManipulation v0.4.1 [09ab397b] + StructArrays v0.7.1 [856f2bd8] + StructTypes v1.11.0 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.0 [62fd8b95] + TensorCore v0.1.1 [3bb67fe8] + TranscodingStreams v0.11.3 [28d57a85] + Transducers v0.4.84 [5c2747f8] + URIs v1.5.2 [1986cc42] + Unitful v1.22.0 [a7773ee8] + UnitfulAtomic v1.0.0 [013be700] + UnsafeAtomics v0.3.0 [ea10d353] + WeakRefStrings v1.4.2 [76eceee3] + WorkerUtilities v1.6.1 [a5390f91] + ZipFile v0.10.1 [e88e6eb3] + Zygote v0.7.6 [700de1a5] + ZygoteRules v0.2.7 [78a364fa] + Chemfiles_jll v0.10.4+0 [0234f1f7] + HDF5_jll v1.14.6+0 [e33a78d0] + Hwloc_jll v2.12.0+0 [94ce4f54] + Libiconv_jll v1.18.0+0 [7cb0a576] + MPICH_jll v4.3.0+1 [f1f71cc9] + MPItrampoline_jll v5.5.3+0 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [fe0851c0] + OpenMPI_jll v5.0.7+2 [458c3c95] + OpenSSL_jll v3.0.16+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [477f73a3] + libaec_jll v1.1.3+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. To see why use `status --outdated -m` Installation completed after 8.03s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 96.24s ################################################################################ # Testing # Testing FluxKAN Status `/tmp/jl_k7fHwo/Project.toml` [6e4b80f9] BenchmarkTools v1.6.0 [d360d2e6] ChainRulesCore v1.25.1 [587475ba] Flux v0.16.3 [5d54f141] FluxKAN v0.1.0 [3db4a2ba] LegendrePolynomials v0.4.5 [eb30cadb] MLDatasets v0.7.18 [37e2e46d] LinearAlgebra v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_k7fHwo/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.1 [a963bdd2] AtomsBase v0.5.1 [ab4f0b2a] BFloat16s v0.5.1 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [6e4b80f9] BenchmarkTools v1.6.0 [d1d4a3ce] BitFlags v0.1.9 [e1450e63] BufferedStreams v1.2.2 [336ed68f] CSV v0.10.15 [082447d4] ChainRules v1.72.3 [d360d2e6] ChainRulesCore v1.25.1 [46823bd8] Chemfiles v0.10.42 [944b1d66] CodecZlib v0.7.8 [35d6a980] ColorSchemes v3.29.0 [3da002f7] ColorTypes v0.12.1 [c3611d14] ColorVectorSpace v0.11.0 [5ae59095] Colors v0.13.0 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.5.8 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [124859b0] DataDeps v0.7.13 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [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 [ffbed154] DocStringExtensions v0.9.4 [f151be2c] EnzymeCore v0.8.8 [460bff9d] ExceptionUnwrapping v0.1.11 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [5789e2e9] FileIO v1.17.0 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [587475ba] Flux v0.16.3 [5d54f141] FluxKAN v0.1.0 [f6369f11] ForwardDiff v1.0.1 [d9f16b24] Functors v0.5.2 [46192b85] GPUArraysCore v0.2.0 [92fee26a] GZip v0.6.2 [c27321d9] Glob v1.3.1 [f67ccb44] HDF5 v0.17.2 [cd3eb016] HTTP v1.10.15 [076d061b] HashArrayMappedTries v0.2.0 [7869d1d1] IRTools v0.4.14 [c817782e] ImageBase v0.1.7 [a09fc81d] ImageCore v0.10.5 [4e3cecfd] ImageShow v0.3.8 [22cec73e] InitialValues v0.3.1 [842dd82b] InlineStrings v1.4.3 [7d512f48] InternedStrings v0.7.0 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [033835bb] JLD2 v0.5.12 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [0f8b85d8] JSON3 v1.14.2 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.34 [b964fa9f] LaTeXStrings v1.4.0 [8cdb02fc] LazyModules v0.3.1 [3db4a2ba] LegendrePolynomials v0.4.5 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.1.0 [23992714] MAT v0.10.7 [c2834f40] MLCore v1.0.0 [7e8f7934] MLDataDevices v1.9.1 [eb30cadb] MLDatasets v0.7.18 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.15 [dbb5928d] MappedArrays v0.4.2 [739be429] MbedTLS v1.1.9 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [e94cdb99] MosaicViews v0.3.4 [872c559c] NNlib v0.9.30 [15e1cf62] NPZ v0.4.3 [77ba4419] NaNMath v1.1.3 [71a1bf82] NameResolution v0.1.5 [6fe1bfb0] OffsetArrays v1.16.0 [0b1bfda6] OneHotArrays v0.2.7 [4d8831e6] OpenSSL v1.4.3 [3bd65402] Optimisers v0.4.6 [bac558e1] OrderedCollections v1.8.0 [65ce6f38] PackageExtensionCompat v1.0.2 [5432bcbf] PaddedViews v0.5.12 [69de0a69] Parsers v2.8.1 [7b2266bf] PeriodicTable v1.2.1 [fbb45041] Pickle v0.3.5 [2dfb63ee] PooledArrays v1.4.3 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [08abe8d2] PrettyTables v2.4.0 [33c8b6b6] ProgressLogging v0.1.4 [43287f4e] PtrArrays v1.3.0 [c1ae055f] RealDot v0.1.0 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [7e506255] ScopedValues v1.3.0 [6c6a2e73] Scratch v1.2.1 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [777ac1f9] SimpleBufferStream v1.2.0 [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 [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 ⌅ [4db3bf67] StridedViews v0.2.2 [69024149] StringEncodings v0.3.7 [892a3eda] StringManipulation v0.4.1 [09ab397b] StructArrays v0.7.1 [856f2bd8] StructTypes v1.11.0 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [62fd8b95] TensorCore v0.1.1 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.84 [5c2747f8] URIs v1.5.2 [1986cc42] Unitful v1.22.0 [a7773ee8] UnitfulAtomic v1.0.0 [013be700] UnsafeAtomics v0.3.0 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [a5390f91] ZipFile v0.10.1 [e88e6eb3] Zygote v0.7.6 [700de1a5] ZygoteRules v0.2.7 [78a364fa] Chemfiles_jll v0.10.4+0 [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.0+0 [94ce4f54] Libiconv_jll v1.18.0+0 [7cb0a576] MPICH_jll v4.3.0+1 [f1f71cc9] MPItrampoline_jll v5.5.3+0 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.7+2 [458c3c95] OpenSSL_jll v3.0.16+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [477f73a3] libaec_jll v1.1.3+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... Precompiling LegendrePolynomials... 1836.3 ms ✓ LegendrePolynomials 1 dependency successfully precompiled in 2 seconds. 14 already precompiled. 3×4 Matrix{Float64}: 0.625746 0.479717 0.562143 0.305695 0.874307 0.329847 0.618487 0.897784 0.266317 0.118394 0.55319 0.545641 3×4 Matrix{Float64}: 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 3×4 Matrix{Float64}: 0.625746 0.479717 0.562143 0.305695 0.874307 0.329847 0.618487 0.897784 0.266317 0.118394 0.55319 0.545641 3×4 Matrix{Float64}: 0.0873373 -0.154807 -0.0259924 -0.359826 0.646619 -0.336802 0.0737887 0.709025 -0.393613 -0.478974 -0.0409704 -0.0534134 3×4 Matrix{Float64}: -0.326079 -0.443584 -0.399115 -0.387125 0.359368 -0.405053 -0.336262 0.462396 -0.352255 -0.173442 -0.406568 -0.412335 3×4 Matrix{Float64}: -0.422578 -0.256286 -0.373135 0.0627715 0.0648819 0.0187922 -0.419296 0.194713 0.131039 0.323296 -0.362864 -0.353667 KALnet( Dense(3 => 2; bias=false), # 6 parameters Dense(12 => 2; bias=false), # 24 parameters LayerNorm(2), # 4 parameters FluxKAN.SiLU, 3, 2, 3, ) # Total: 4 arrays, 34 parameters, 440 bytes. KACnet( Dense(3 => 2; bias=false), # 6 parameters Dense(12 => 2; bias=false), # 24 parameters LayerNorm(2), # 4 parameters FluxKAN.SiLU, 3, 2, 3, ) # Total: 4 arrays, 34 parameters, 456 bytes. KAGnet( Dense(3 => 2; bias=false), # 6 parameters Dense(24 => 2; bias=false), # 48 parameters LayerNorm(2), # 4 parameters FluxKAN.SiLU, 3, 2, 8, Radial_distribution_function(Float32[-1.0; -0.71428573; -0.42857143; -0.14285715; 0.14285715; 0.42857143; 0.71428573; 1.0;;], 0.2857142857142857, 8, 1, -1), ) # Total: 4 trainable arrays, 58 parameters, # plus 1 non-trainable, 8 parameters, summarysize 712 bytes. KAGLnet( Dense(3 => 2; bias=false), # 6 parameters Dense(24 => 2; bias=false), # 48 parameters LayerNorm(2), # 4 parameters FluxKAN.SiLU, 3, 2, 8, Radial_distribution_function_L(Float32[-1.0; -0.71428573; -0.42857143; -0.14285715; 0.14285715; 0.42857143; 0.71428573; 1.0;;], 0.2857142857142857, 8, 1, -1), # 8 parameters true, ) # Total: 5 arrays, 66 parameters, 720 bytes. KAGLnet( Dense(3 => 2; bias=false), # 6 parameters Dense(24 => 2; bias=false), # 48 parameters LayerNorm(2), # 4 parameters FluxKAN.SiLU, 3, 2, 8, Radial_distribution_function_L([-1.0; -0.7142857313156128; -0.4285714328289032; -0.1428571492433548; 0.1428571492433548; 0.4285714328289032; 0.7142857313156128; 1.0;;], 0.2857142857142857, 8, 1, -1), # 8 parameters true, ) # Total: 5 arrays, 66 parameters, 984 bytes. test2 end Chain( KALnet( Dense(4 => 10; bias=false), # 40 parameters Dense(16 => 10; bias=false), # 160 parameters LayerNorm(10), # 20 parameters FluxKAN.SiLU, 4, 10, 3, ), KALnet( Dense(10 => 1; bias=false), # 10 parameters Dense(40 => 1; bias=false), # 40 parameters Dense(1 => 1; bias=false), # 1 parameters FluxKAN.SiLU, 10, 1, 3, ), ) # Total: 7 arrays, 271 parameters, 1.613 KiB. ┌ Warning: `Flux.params(m...)` is deprecated. Use `Flux.trainable(model)` for parameter collection, │ and the explicit `gradient(m -> loss(m, x, y), model)` for gradient computation. └ @ Flux ~/.julia/packages/Flux/3711C/src/deprecations.jl:93 KAN: Error During Test at /home/pkgeval/.julia/packages/FluxKAN/SWkYo/test/runtests.jl:241 Got exception outside of a @test can't mix implict Params with explict rule from Optimisers.jl To use `Flux.params(m)` in `train!`, the 4th argument must be from the old `Flux.Optimise` sub-module. But better to use the new explicit style, in which `m` itself is the 2nd argument. Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] train!(loss::Function, ps::Zygote.Params{Zygote.Buffer{Any, Vector{Any}}}, data::Vector{Any}, opt::Adam{Float64, Tuple{Float64, Float64}, Float64}; cb::Nothing) @ Flux.Optimise ~/.julia/packages/Flux/3711C/src/optimise/Optimise.jl:46 [3] (::var"#train_batch!#5"{var"#make_random_batch#4", Vector{Float32}})(xtest::Matrix{Float32}, ytest::Vector{Float32}, model::Chain{Tuple{KALnet{4, 10, 3}, KALnet{10, 1, 3}}}, loss::var"#loss#3", opt::Adam{Float64, Tuple{Float64, Float64}, Float64}, nt::Int64) @ Main ~/.julia/packages/FluxKAN/SWkYo/test/runtests.jl:104 [4] test3(method::String) @ Main ~/.julia/packages/FluxKAN/SWkYo/test/runtests.jl:117 [5] macro expansion @ ~/.julia/packages/FluxKAN/SWkYo/test/runtests.jl:245 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:1704 [inlined] [7] macro expansion @ ~/.julia/packages/FluxKAN/SWkYo/test/runtests.jl:243 [inlined] [8] macro expansion @ /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:1704 [inlined] [9] top-level scope @ ~/.julia/packages/FluxKAN/SWkYo/test/runtests.jl:237 [10] include(fname::String) @ Main ./sysimg.jl:38 [11] top-level scope @ none:6 [12] eval @ ./boot.jl:430 [inlined] [13] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [14] _start() @ Base ./client.jl:531 Test Summary: | Pass Error Total Time FluxKAN.jl | 5 1 6 2m04.7s legendre_polynomials | 5 5 18.0s KAN | 1 1 1m46.6s ERROR: LoadError: Some tests did not pass: 5 passed, 0 failed, 1 errored, 0 broken. in expression starting at /home/pkgeval/.julia/packages/FluxKAN/SWkYo/test/runtests.jl:236 Testing failed after 166.8s ERROR: LoadError: Package FluxKAN errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.11/Pkg/src/Types.jl:68 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{Pkg.Types.PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.11/Pkg/src/Operations.jl:2124 [3] test @ /opt/julia/share/julia/stdlib/v1.11/Pkg/src/Operations.jl:2007 [inlined] [4] test(ctx::Pkg.Types.Context, pkgs::Vector{Pkg.Types.PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::IOContext{IO}}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.11/Pkg/src/API.jl:481 [5] test(pkgs::Vector{Pkg.Types.PackageSpec}; io::IOContext{IO}, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.11/Pkg/src/API.jl:159 [6] test @ /opt/julia/share/julia/stdlib/v1.11/Pkg/src/API.jl:147 [inlined] [7] #test#74 @ /opt/julia/share/julia/stdlib/v1.11/Pkg/src/API.jl:146 [inlined] [8] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:219 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 294.6s: package tests unexpectedly errored