Package evaluation of RandomFeatures on Julia 1.11.4 (a71dd056e0*) started at 2025-04-09T00:47:30.446


################################################################################
# Set-up
#

Installing PkgEval dependencies (TestEnv)...

Set-up completed after 9.04s


################################################################################
# Installation
#

Installing RandomFeatures...
   Resolving package versions...
    Updating `~/.julia/environments/v1.11/Project.toml`
  [36c3bae2] + RandomFeatures v0.3.4
    Updating `~/.julia/environments/v1.11/Manifest.toml`
  [47edcb42] + ADTypes v1.14.0
  [14f7f29c] + AMD v0.5.3
  [621f4979] + AbstractFFTs v1.5.0
  [1520ce14] + AbstractTrees v0.4.5
  [79e6a3ab] + Adapt v4.3.0
  [66dad0bd] + AliasTables v1.1.3
  [7d9fca2a] + Arpack v0.5.4
  [4fba245c] + ArrayInterface v7.18.0
  [13072b0f] + AxisAlgorithms v1.1.0
  [6e4b80f9] + BenchmarkTools v1.6.0
  [d1d4a3ce] + BitFlags v0.1.9
  [62783981] + BitTwiddlingConvenienceFunctions v0.1.6
  [2a0fbf3d] + CPUSummary v0.2.6
  [d360d2e6] + ChainRulesCore v1.25.1
  [fb6a15b2] + CloseOpenIntervals v0.1.13
  [523fee87] + CodecBzip2 v0.8.5
  [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
  [f70d9fcc] + CommonWorldInvalidations v1.0.0
  [34da2185] + Compat v4.16.0
  [f0e56b4a] + ConcurrentUtilities v2.5.0
  [187b0558] + ConstructionBase v1.5.8
  [d38c429a] + Contour v0.6.3
  [f65535da] + Convex v0.16.4
  [adafc99b] + CpuId v0.3.1
  [9a962f9c] + DataAPI v1.16.0
  [864edb3b] + DataStructures v0.18.22
  [8bb1440f] + DelimitedFiles v1.9.1
  [163ba53b] + DiffResults v1.1.0
  [b552c78f] + DiffRules v1.15.1
  [a0c0ee7d] + DifferentiationInterface v0.6.50
  [31c24e10] + Distributions v0.25.118
  [ffbed154] + DocStringExtensions v0.9.4
  [aa8a2aa5] + EnsembleKalmanProcesses v2.3.1
  [4e289a0a] + EnumX v1.0.5
  [460bff9d] + ExceptionUnwrapping v0.1.11
  [c87230d0] + FFMPEG v0.4.2
  [7a1cc6ca] + FFTW v1.8.1
  [442a2c76] + FastGaussQuadrature v1.0.2
  [1a297f60] + FillArrays v1.13.0
  [6a86dc24] + FiniteDiff v2.27.0
  [53c48c17] + FixedPointNumbers v0.8.5
  [1fa38f19] + Format v1.3.7
  [f6369f11] + ForwardDiff v1.0.1
  [28b8d3ca] + GR v0.73.13
  [e4b2fa32] + GaussianRandomFields v2.2.5
  [42e2da0e] + Grisu v1.0.2
  [cd3eb016] + HTTP v1.10.15
  [3e5b6fbb] + HostCPUFeatures v0.1.17
  [34004b35] + HypergeometricFunctions v0.3.28
  [615f187c] + IfElse v0.1.1
  [a98d9a8b] + Interpolations v0.15.1
  [92d709cd] + IrrationalConstants v0.2.4
  [1019f520] + JLFzf v0.1.10
  [692b3bcd] + JLLWrappers v1.7.0
  [682c06a0] + JSON v0.21.4
  [0f8b85d8] + JSON3 v1.14.2
  [40e66cde] + LDLFactorizations v0.10.1
  [b964fa9f] + LaTeXStrings v1.4.0
  [23fbe1c1] + Latexify v0.16.7
  [10f19ff3] + LayoutPointers v0.1.17
  [d3d80556] + LineSearches v7.3.0
  [2ab3a3ac] + LogExpFunctions v0.3.29
  [e6f89c97] + LoggingExtras v1.1.0
  [bdcacae8] + LoopVectorization v0.12.172
  [1914dd2f] + MacroTools v0.5.15
  [d125e4d3] + ManualMemory v0.1.8
  [b8f27783] + MathOptInterface v1.38.1
  [739be429] + MbedTLS v1.1.9
  [442fdcdd] + Measures v0.3.2
  [e1d29d7a] + Missings v1.2.0
  [d8a4904e] + MutableArithmetics v1.6.4
  [d41bc354] + NLSolversBase v7.9.1
  [77ba4419] + NaNMath v1.1.3
  [6fe1bfb0] + OffsetArrays v1.16.0
  [4d8831e6] + OpenSSL v1.4.3
  [429524aa] + Optim v1.12.0
  [bac558e1] + OrderedCollections v1.8.0
  [90014a1f] + PDMats v0.11.33
  [d96e819e] + Parameters v0.12.3
  [69de0a69] + Parsers v2.8.1
  [ccf2f8ad] + PlotThemes v3.3.0
  [995b91a9] + PlotUtils v1.4.3
  [91a5bcdd] + Plots v1.40.11
  [1d0040c9] + PolyesterWeave v0.2.2
  [85a6dd25] + PositiveFactorizations v0.2.4
⌅ [aea7be01] + PrecompileTools v1.2.1
  [21216c6a] + Preferences v1.4.3
  [43287f4e] + PtrArrays v1.3.0
  [1fd47b50] + QuadGK v2.11.2
  [36c3bae2] + RandomFeatures v0.3.4
  [c84ed2f1] + Ratios v0.4.5
  [3cdcf5f2] + RecipesBase v1.3.4
  [01d81517] + RecipesPipeline v0.6.12
  [189a3867] + Reexport v1.2.2
  [05181044] + RelocatableFolders v1.0.1
  [ae029012] + Requires v1.3.1
  [79098fc4] + Rmath v0.8.0
  [c946c3f1] + SCS v2.1.0
  [94e857df] + SIMDTypes v0.1.0
  [476501e8] + SLEEFPirates v0.6.43
  [6c6a2e73] + Scratch v1.2.1
  [efcf1570] + Setfield v1.1.2
  [992d4aef] + Showoff v1.0.3
  [777ac1f9] + SimpleBufferStream v1.2.0
  [a2af1166] + SortingAlgorithms v1.2.1
  [276daf66] + SpecialFunctions v2.5.0
  [860ef19b] + StableRNGs v1.0.2
  [aedffcd0] + Static v1.2.0
  [0d7ed370] + StaticArrayInterface v1.8.0
  [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
  [856f2bd8] + StructTypes v1.11.0
  [9449cd9e] + TSVD v0.4.4
  [62fd8b95] + TensorCore v0.1.1
  [8290d209] + ThreadingUtilities v0.5.2
  [3bb67fe8] + TranscodingStreams v0.11.3
  [bc48ee85] + Tullio v0.3.8
  [5c2747f8] + URIs v1.5.2
  [3a884ed6] + UnPack v1.0.2
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  [1986cc42] + Unitful v1.22.0
  [45397f5d] + UnitfulLatexify v1.6.4
  [41fe7b60] + Unzip v0.2.0
  [3d5dd08c] + VectorizationBase v0.21.71
  [efce3f68] + WoodburyMatrices v1.0.0
⌅ [68821587] + Arpack_jll v3.5.1+1
  [6e34b625] + Bzip2_jll v1.0.9+0
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⌅ [b22a6f82] + FFMPEG_jll v4.4.4+1
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⌃ [7746bdde] + Glib_jll v2.82.4+0
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⌅ [e9f186c6] + Libffi_jll v3.2.2+2
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⌅ [c0090381] + Qt6Base_jll v6.7.1+1
⌅ [629bc702] + Qt6Declarative_jll v6.7.1+2
⌅ [ce943373] + Qt6ShaderTools_jll v6.7.1+1
⌃ [e99dba38] + Qt6Wayland_jll v6.7.1+1
  [f50d1b31] + Rmath_jll v0.5.1+0
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⌃ [a2964d1f] + Wayland_jll v1.21.0+2
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  [1082639a] + Xorg_libXext_jll v1.3.6+3
  [d091e8ba] + Xorg_libXfixes_jll v6.0.0+0
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  [d1454406] + Xorg_libXinerama_jll v1.1.5+0
  [ec84b674] + Xorg_libXrandr_jll v1.5.4+0
  [ea2f1a96] + Xorg_libXrender_jll v0.9.11+1
  [14d82f49] + Xorg_libpthread_stubs_jll v0.1.2+0
  [c7cfdc94] + Xorg_libxcb_jll v1.17.0+3
  [cc61e674] + Xorg_libxkbfile_jll v1.1.2+1
  [e920d4aa] + Xorg_xcb_util_cursor_jll v0.1.4+0
  [12413925] + Xorg_xcb_util_image_jll v0.4.0+1
  [2def613f] + Xorg_xcb_util_jll v0.4.0+1
  [975044d2] + Xorg_xcb_util_keysyms_jll v0.4.0+1
  [0d47668e] + Xorg_xcb_util_renderutil_jll v0.3.9+1
  [c22f9ab0] + Xorg_xcb_util_wm_jll v0.4.1+1
  [35661453] + Xorg_xkbcomp_jll v1.4.6+1
  [33bec58e] + Xorg_xkeyboard_config_jll v2.39.0+0
  [c5fb5394] + Xorg_xtrans_jll v1.6.0+0
  [3161d3a3] + Zstd_jll v1.5.7+1
  [35ca27e7] + eudev_jll v3.2.9+0
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  [1a1c6b14] + gperf_jll v3.1.1+1
  [a4ae2306] + libaom_jll v3.11.0+0
  [0ac62f75] + libass_jll v0.15.2+0
  [1183f4f0] + libdecor_jll v0.2.2+0
  [2db6ffa8] + libevdev_jll v1.11.0+0
  [f638f0a6] + libfdk_aac_jll v2.0.3+0
  [36db933b] + libinput_jll v1.18.0+0
  [b53b4c65] + libpng_jll v1.6.47+0
  [f27f6e37] + libvorbis_jll v1.3.7+2
  [009596ad] + mtdev_jll v1.1.6+0
  [1317d2d5] + oneTBB_jll v2022.0.0+0
⌅ [1270edf5] + x264_jll v2021.5.5+0
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  [f489334b] + StyledStrings v1.11.0
  [4607b0f0] + SuiteSparse
  [fa267f1f] + TOML v1.0.3
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  [8dfed614] + Test v1.11.0
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  [deac9b47] + LibCURL_jll v8.6.0+0
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  [29816b5a] + LibSSH2_jll v1.11.0+1
  [c8ffd9c3] + MbedTLS_jll v2.28.6+0
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  [05823500] + OpenLibm_jll v0.8.5+0
  [efcefdf7] + PCRE2_jll v10.42.0+1
  [bea87d4a] + SuiteSparse_jll v7.7.0+0
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        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 6.46s


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# Precompilation
#

Precompiling PkgEval dependencies...

Precompiling package dependencies...

Precompilation completed after 432.01s


################################################################################
# Testing
#

     Testing RandomFeatures
      Status `/tmp/jl_qjZjWq/Project.toml`
  [35d6a980] ColorSchemes v3.29.0
  [31c24e10] Distributions v0.25.118
  [ffbed154] DocStringExtensions v0.9.4
  [aa8a2aa5] EnsembleKalmanProcesses v2.3.1
  [c87230d0] FFMPEG v0.4.2
  [bdcacae8] LoopVectorization v0.12.172
  [91a5bcdd] Plots v1.40.11
  [36c3bae2] RandomFeatures v0.3.4
  [276daf66] SpecialFunctions v2.5.0
  [860ef19b] StableRNGs v1.0.2
  [10745b16] Statistics v1.11.1
  [2913bbd2] StatsBase v0.34.4
  [bc48ee85] Tullio v0.3.8
  [37e2e46d] LinearAlgebra v1.11.0
  [9a3f8284] Random v1.11.0
  [8dfed614] Test v1.11.0
      Status `/tmp/jl_qjZjWq/Manifest.toml`
  [47edcb42] ADTypes v1.14.0
  [14f7f29c] AMD v0.5.3
  [621f4979] AbstractFFTs v1.5.0
  [1520ce14] AbstractTrees v0.4.5
  [79e6a3ab] Adapt v4.3.0
  [66dad0bd] AliasTables v1.1.3
  [7d9fca2a] Arpack v0.5.4
  [4fba245c] ArrayInterface v7.18.0
  [13072b0f] AxisAlgorithms v1.1.0
  [6e4b80f9] BenchmarkTools v1.6.0
  [d1d4a3ce] BitFlags v0.1.9
  [62783981] BitTwiddlingConvenienceFunctions v0.1.6
  [2a0fbf3d] CPUSummary v0.2.6
  [d360d2e6] ChainRulesCore v1.25.1
  [fb6a15b2] CloseOpenIntervals v0.1.13
  [523fee87] CodecBzip2 v0.8.5
  [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
  [f70d9fcc] CommonWorldInvalidations v1.0.0
  [34da2185] Compat v4.16.0
  [f0e56b4a] ConcurrentUtilities v2.5.0
  [187b0558] ConstructionBase v1.5.8
  [d38c429a] Contour v0.6.3
  [f65535da] Convex v0.16.4
  [adafc99b] CpuId v0.3.1
  [9a962f9c] DataAPI v1.16.0
  [864edb3b] DataStructures v0.18.22
  [8bb1440f] DelimitedFiles v1.9.1
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [a0c0ee7d] DifferentiationInterface v0.6.50
  [31c24e10] Distributions v0.25.118
  [ffbed154] DocStringExtensions v0.9.4
  [aa8a2aa5] EnsembleKalmanProcesses v2.3.1
  [4e289a0a] EnumX v1.0.5
  [460bff9d] ExceptionUnwrapping v0.1.11
  [c87230d0] FFMPEG v0.4.2
  [7a1cc6ca] FFTW v1.8.1
  [442a2c76] FastGaussQuadrature v1.0.2
  [1a297f60] FillArrays v1.13.0
  [6a86dc24] FiniteDiff v2.27.0
  [53c48c17] FixedPointNumbers v0.8.5
  [1fa38f19] Format v1.3.7
  [f6369f11] ForwardDiff v1.0.1
  [28b8d3ca] GR v0.73.13
  [e4b2fa32] GaussianRandomFields v2.2.5
  [42e2da0e] Grisu v1.0.2
  [cd3eb016] HTTP v1.10.15
  [3e5b6fbb] HostCPUFeatures v0.1.17
  [34004b35] HypergeometricFunctions v0.3.28
  [615f187c] IfElse v0.1.1
  [a98d9a8b] Interpolations v0.15.1
  [92d709cd] IrrationalConstants v0.2.4
  [1019f520] JLFzf v0.1.10
  [692b3bcd] JLLWrappers v1.7.0
  [682c06a0] JSON v0.21.4
  [0f8b85d8] JSON3 v1.14.2
  [40e66cde] LDLFactorizations v0.10.1
  [b964fa9f] LaTeXStrings v1.4.0
  [23fbe1c1] Latexify v0.16.7
  [10f19ff3] LayoutPointers v0.1.17
  [d3d80556] LineSearches v7.3.0
  [2ab3a3ac] LogExpFunctions v0.3.29
  [e6f89c97] LoggingExtras v1.1.0
  [bdcacae8] LoopVectorization v0.12.172
  [1914dd2f] MacroTools v0.5.15
  [d125e4d3] ManualMemory v0.1.8
  [b8f27783] MathOptInterface v1.38.1
  [739be429] MbedTLS v1.1.9
  [442fdcdd] Measures v0.3.2
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⌅ [b22a6f82] FFMPEG_jll v4.4.4+1
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⌅ [e9f186c6] Libffi_jll v3.2.2+2
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⌅ [c0090381] Qt6Base_jll v6.7.1+1
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⌅ [ce943373] Qt6ShaderTools_jll v6.7.1+1
⌃ [e99dba38] Qt6Wayland_jll v6.7.1+1
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        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...
Starting tests for Utilities
Completed tests for Utilities, 128 seconds elapsed
Starting tests for Samplers
Completed tests for Samplers, 42 seconds elapsed
Starting tests for Features
Testing Relu()
Testing Lrelu{Float64}(0.01)
Testing Gelu()
Testing Elu{Float64}(1.0)
Testing Selu{Float64}(1.67326, 1.0507)
Testing Heaviside()
Testing SmoothHeaviside{Float64}(0.01)
Testing Sawtooth()
Testing Softplus()
Testing Tansig()
Testing Sigmoid()
Testing RandomFeatures.Features.Cosine()
Completed tests for Features, 94 seconds elapsed
Starting tests for Methods
[ Info: input regularization <=0 is invalid, using regularization = 1e12*eps()
┌ Warning: input regularization matrix is not positive definite, replacing with nearby positive definite matrix
└ @ RandomFeatures.Methods ~/.julia/packages/RandomFeatures/d156W/src/Methods.jl:81
Prior for 1d->1d:
L2 errors: fourier, neuron, sigmoid
[29.000668728419168 194.26476172778493 32.10580371224607; 28.97553144578311 113.80011334991885 32.03527300637671; 28.878781209433566 91.97464734299571 31.81305733808375]
Posterior for 1d->1d, with increasing data:
L2 errors: fourier, neuron, sigmoid
[5.426956933299813 6.706843588541614 8.295254716835926; 1.8735382011135744 2.4062121809168673 5.113866236825387; 1.2922216409190521 1.8446019795547182 4.253156870046866]
Prior for nd->1d
L2 error: 2.050644075216802
Posterior for nd->1d
L2 error: 0.8090845047925753
diagonal
Prior for 1d->3d
L2 error: 17.812121292211994
Posterior for 1d->3d
L2 error: 1.5518401464526728
correlated-lambdaconst
Prior for 1d->3d
L2 error: 18.056884729533817
Posterior for 1d->3d
L2 error: 2.3183944750521217
diagonal-lambdamat
┌ Warning: #= /home/pkgeval/.julia/packages/Tullio/2zyFP/src/macro.jl:1093 =#:
│ `LoopVectorization.check_args` on your inputs failed; running fallback `@inbounds @fastmath` loop instead.
│ Use `warn_check_args=false`, e.g. `@turbo warn_check_args=false ...`, to disable this warning.
└ @ RandomFeatures.Methods ~/.julia/packages/LoopVectorization/ImqiY/src/condense_loopset.jl:1166
Prior for 1d->3d
L2 error: 17.256822783766882
┌ Warning: #= /home/pkgeval/.julia/packages/Tullio/2zyFP/src/macro.jl:1093 =#:
│ `LoopVectorization.check_args` on your inputs failed; running fallback `@inbounds @fastmath` loop instead.
│ Use `warn_check_args=false`, e.g. `@turbo warn_check_args=false ...`, to disable this warning.
└ @ RandomFeatures.Methods ~/.julia/packages/LoopVectorization/ImqiY/src/condense_loopset.jl:1166
Posterior for 1d->3d
L2 error: 1.450401195962234
correlated-lambdamat
Prior for 1d->3d
L2 error: 18.52606060669684
Posterior for 1d->3d
L2 error: 2.420409716481559
Completed tests for Methods, 127 seconds elapsed
Test Summary:  | Pass  Total     Time
RandomFeatures |  208    208  6m30.9s
     Testing RandomFeatures tests passed 

Testing completed after 398.98s

PkgEval succeeded after 886.2s