Package evaluation of RandomFeatures on Julia 1.13.0-DEV.449 (8d6b63c3a6*) started at 2025-04-29T08:31:25.331


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

Installing PkgEval dependencies (TestEnv)...

Set-up completed after 7.74s


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# Installation
#

Installing RandomFeatures...
   Resolving package versions...
    Updating `~/.julia/environments/v1.13/Project.toml`
  [36c3bae2] + RandomFeatures v0.3.4
    Updating `~/.julia/environments/v1.13/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
  [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
  [bbf7d656] + CommonSubexpressions v0.3.1
  [f70d9fcc] + CommonWorldInvalidations v1.0.0
  [34da2185] + Compat v4.16.0
  [187b0558] + ConstructionBase v1.5.8
  [f65535da] + Convex v0.16.4
  [adafc99b] + CpuId v0.3.1
  [9a962f9c] + DataAPI v1.16.0
  [864edb3b] + DataStructures v0.18.22
  [163ba53b] + DiffResults v1.1.0
  [b552c78f] + DiffRules v1.15.1
  [a0c0ee7d] + DifferentiationInterface v0.6.52
  [31c24e10] + Distributions v0.25.119
  [ffbed154] + DocStringExtensions v0.9.4
  [aa8a2aa5] + EnsembleKalmanProcesses v2.4.1
  [4e289a0a] + EnumX v1.0.5
  [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
  [f6369f11] + ForwardDiff v1.0.1
  [e4b2fa32] + GaussianRandomFields v2.2.6
  [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
  [692b3bcd] + JLLWrappers v1.7.0
  [682c06a0] + JSON v0.21.4
  [0f8b85d8] + JSON3 v1.14.2
  [40e66cde] + LDLFactorizations v0.10.1
  [10f19ff3] + LayoutPointers v0.1.17
  [d3d80556] + LineSearches v7.3.0
  [2ab3a3ac] + LogExpFunctions v0.3.29
  [bdcacae8] + LoopVectorization v0.12.172
  [1914dd2f] + MacroTools v0.5.16
  [d125e4d3] + ManualMemory v0.1.8
  [b8f27783] + MathOptInterface v1.39.0
  [e1d29d7a] + Missings v1.2.0
  [d8a4904e] + MutableArithmetics v1.6.4
  [d41bc354] + NLSolversBase v7.9.1
  [77ba4419] + NaNMath v1.1.3
  [6fe1bfb0] + OffsetArrays v1.17.0
  [429524aa] + Optim v1.12.0
  [bac558e1] + OrderedCollections v1.8.0
  [90014a1f] + PDMats v0.11.34
  [d96e819e] + Parameters v0.12.3
  [69de0a69] + Parsers v2.8.3
  [1d0040c9] + PolyesterWeave v0.2.2
  [85a6dd25] + PositiveFactorizations v0.2.4
  [aea7be01] + PrecompileTools v1.3.2
  [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
  [189a3867] + Reexport v1.2.2
  [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
  [efcf1570] + Setfield v1.1.2
  [a2af1166] + SortingAlgorithms v1.2.1
  [276daf66] + SpecialFunctions v2.5.1
  [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 v1.5.0
  [856f2bd8] + StructTypes v1.11.0
  [9449cd9e] + TSVD v0.4.4
  [8290d209] + ThreadingUtilities v0.5.3
  [3bb67fe8] + TranscodingStreams v0.11.3
  [bc48ee85] + Tullio v0.3.8
  [3a884ed6] + UnPack v1.0.2
  [3d5dd08c] + VectorizationBase v0.21.71
  [efce3f68] + WoodburyMatrices v1.0.0
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⌅ [e9f186c6] + Libffi_jll v3.2.2+2
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  [2f01184e] + SparseArrays v1.12.0
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  [4607b0f0] + SuiteSparse
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  [e66e0078] + CompilerSupportLibraries_jll v1.3.0+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. To see why use `status --outdated -m`

Installation completed after 4.63s


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# Precompilation
#

Precompiling PkgEval dependencies...

Precompiling package dependencies...

Precompilation completed after 620.74s


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# Testing
#

     Testing RandomFeatures
      Status `/tmp/jl_jeZris/Project.toml`
  [35d6a980] ColorSchemes v3.29.0
  [31c24e10] Distributions v0.25.119
  [ffbed154] DocStringExtensions v0.9.4
  [aa8a2aa5] EnsembleKalmanProcesses v2.4.1
  [c87230d0] FFMPEG v0.4.2
  [bdcacae8] LoopVectorization v0.12.172
  [91a5bcdd] Plots v1.40.13
  [36c3bae2] RandomFeatures v0.3.4
  [276daf66] SpecialFunctions v2.5.1
  [860ef19b] StableRNGs v1.0.2
  [10745b16] Statistics v1.11.1
  [2913bbd2] StatsBase v0.34.4
  [bc48ee85] Tullio v0.3.8
  [37e2e46d] LinearAlgebra v1.12.0
  [9a3f8284] Random v1.11.0
  [8dfed614] Test v1.11.0
      Status `/tmp/jl_jeZris/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
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  [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
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  [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 v0.6.52
  [31c24e10] Distributions v0.25.119
  [ffbed154] DocStringExtensions v0.9.4
  [aa8a2aa5] EnsembleKalmanProcesses v2.4.1
  [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
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  [28b8d3ca] GR v0.73.14
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  [42e2da0e] Grisu v1.0.2
  [cd3eb016] HTTP v1.10.16
  [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 v0.1.11
  [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
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  [2ab3a3ac] LogExpFunctions v0.3.29
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  [d8a4904e] MutableArithmetics v1.6.4
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  [91a5bcdd] Plots v1.40.13
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⌅ [ce943373] Qt6ShaderTools_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
WARNING: llvmcall with integer pointers is deprecated.
Use actual pointers instead, replacing i32 or i64 with i8* or ptr
in initialize_task(Any) at /home/pkgeval/.julia/packages/ThreadingUtilities/nn4y1/src/ThreadingUtilities.jl
WARNING: llvmcall with integer pointers is deprecated.
Use actual pointers instead, replacing i32 or i64 with i8* or ptr
in tile_halves(F, Type{T}, Tuple, Tuple, Tuple, Any, Any) where {F<:Function, T} at /home/pkgeval/.julia/packages/Tullio/2zyFP/src/threads.jl
WARNING: llvmcall with integer pointers is deprecated.
Use actual pointers instead, replacing i32 or i64 with i8* or ptr
in _turbo_!(Base.Val{var"#UNROLL#"}, Base.Val{var"#OPS#"}, Base.Val{var"#ARF#"}, Base.Val{var"#AM#"}, Base.Val{var"#LPSYM#"}, Base.Val{Tuple{var"#LB#", var"#V#"}}, Vararg{Any, var"#num#vargs#"}) where {var"#UNROLL#", var"#OPS#", var"#ARF#", var"#AM#", var"#LPSYM#", var"#LB#", var"#V#", var"#num#vargs#"} at /home/pkgeval/.julia/packages/LoopVectorization/ImqiY/src/reconstruct_loopset.jl
Completed tests for Utilities, 127 seconds elapsed
Starting tests for Samplers
Completed tests for Samplers, 40 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, 74 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, 95 seconds elapsed
Test Summary:  | Pass  Total     Time
RandomFeatures |  208    208  5m35.5s
     Testing RandomFeatures tests passed 

Testing completed after 342.91s

PkgEval succeeded after 994.78s