EvoTrees

← Back to package list

If you think that there is an error in how your package is being tested or represented, please file an issue at NewPkgEval.jl, making sure to read the FAQ first.

Results with Julia v1.2.0

Testing was successful. Last evaluation was ago and took 18 minutes, 11 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Missings ──────────────────── v0.4.3
 Installed DataAPI ───────────────────── v1.1.0
 Installed EvoTrees ──────────────────── v0.3.0
 Installed TableTraits ───────────────── v1.0.0
 Installed Colors ────────────────────── v0.9.6
 Installed DataFrames ────────────────── v0.19.4
 Installed CUDAnative ────────────────── v2.6.0
 Installed CSV ───────────────────────── v0.5.18
 Installed CommonSubexpressions ──────── v0.2.0
 Installed AbstractFFTs ──────────────── v0.4.1
 Installed BinaryProvider ────────────── v0.5.8
 Installed PDMats ────────────────────── v0.9.10
 Installed StatsBase ─────────────────── v0.32.0
 Installed CuArrays ──────────────────── v1.5.0
 Installed Conda ─────────────────────── v1.3.0
 Installed Adapt ─────────────────────── v1.0.0
 Installed StatsFuns ─────────────────── v0.9.0
 Installed URIParser ─────────────────── v0.4.0
 Installed ArrayLayouts ──────────────── v0.1.5
 Installed IRTools ───────────────────── v0.3.0
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed DataValueInterfaces ───────── v1.0.0
 Installed Zygote ────────────────────── v0.4.1
 Installed PooledArrays ──────────────── v0.5.2
 Installed Requires ──────────────────── v0.5.2
 Installed InvertedIndices ───────────── v1.0.0
 Installed Traceur ───────────────────── v0.3.0
 Installed Reexport ──────────────────── v0.2.0
 Installed Compat ────────────────────── v2.2.0
 Installed ForwardDiff ───────────────── v0.10.7
 Installed TimerOutputs ──────────────── v0.5.3
 Installed Rmath ─────────────────────── v0.5.1
 Installed Tables ────────────────────── v0.2.11
 Installed NNlib ─────────────────────── v0.6.0
 Installed OrderedCollections ────────── v1.1.0
 Installed JuliaInterpreter ──────────── v0.7.4
 Installed LoweredCodeUtils ──────────── v0.4.2
 Installed FilePathsBase ─────────────── v0.7.0
 Installed CUDAapi ───────────────────── v2.0.0
 Installed GPUArrays ─────────────────── v2.0.0
 Installed WeakRefStrings ────────────── v0.6.1
 Installed Distributions ─────────────── v0.21.9
 Installed Parsers ───────────────────── v0.3.10
 Installed DataStructures ────────────── v0.17.6
 Installed Cassette ──────────────────── v0.2.6
 Installed FixedPointNumbers ─────────── v0.6.1
 Installed DiffRules ─────────────────── v0.1.0
 Installed TranscodingStreams ────────── v0.9.5
 Installed FillArrays ────────────────── v0.8.2
 Installed JSON ──────────────────────── v0.21.0
 Installed Media ─────────────────────── v0.5.0
 Installed CodecZlib ─────────────────── v0.6.0
 Installed CodeTracking ──────────────── v0.5.8
 Installed Juno ──────────────────────── v0.7.2
 Installed StaticArrays ──────────────── v0.12.1
 Installed AbstractTrees ─────────────── v0.2.1
 Installed NaNMath ───────────────────── v0.3.3
 Installed ZipFile ───────────────────── v0.8.3
 Installed FFTW ──────────────────────── v1.0.1
 Installed DiffResults ───────────────── v0.0.4
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed CEnum ─────────────────────── v0.2.0
 Installed Revise ────────────────────── v2.3.1
 Installed QuadGK ────────────────────── v2.1.1
 Installed BenchmarkTools ────────────── v0.4.3
 Installed CategoricalArrays ─────────── v0.7.3
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed VersionParsing ────────────── v1.1.3
 Installed LazyArrays ────────────────── v0.14.10
 Installed LLVM ──────────────────────── v1.3.2
 Installed MacroTools ────────────────── v0.5.2
 Installed ZygoteRules ───────────────── v0.2.0
 Installed BinDeps ───────────────────── v0.8.10
 Installed SpecialFunctions ──────────── v0.8.0
 Installed ColorTypes ────────────────── v0.8.0
 Installed Arpack ────────────────────── v0.3.1
 Installed Flux ──────────────────────── v0.10.0
  Updating `~/.julia/environments/v1.2/Project.toml`
  [f6006082] + EvoTrees v0.3.0
  Updating `~/.julia/environments/v1.2/Manifest.toml`
  [621f4979] + AbstractFFTs v0.4.1
  [1520ce14] + AbstractTrees v0.2.1
  [79e6a3ab] + Adapt v1.0.0
  [7d9fca2a] + Arpack v0.3.1
  [4c555306] + ArrayLayouts v0.1.5
  [6e4b80f9] + BenchmarkTools v0.4.3
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [336ed68f] + CSV v0.5.18
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [7057c7e9] + Cassette v0.2.6
  [324d7699] + CategoricalArrays v0.7.3
  [da1fd8a2] + CodeTracking v0.5.8
  [944b1d66] + CodecZlib v0.6.0
  [3da002f7] + ColorTypes v0.8.0
  [5ae59095] + Colors v0.9.6
  [bbf7d656] + CommonSubexpressions v0.2.0
  [34da2185] + Compat v2.2.0
  [8f4d0f93] + Conda v1.3.0
  [3a865a2d] + CuArrays v1.5.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.19.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [163ba53b] + DiffResults v0.0.4
  [b552c78f] + DiffRules v0.1.0
  [31c24e10] + Distributions v0.21.9
  [f6006082] + EvoTrees v0.3.0
  [7a1cc6ca] + FFTW v1.0.1
  [48062228] + FilePathsBase v0.7.0
  [1a297f60] + FillArrays v0.8.2
  [53c48c17] + FixedPointNumbers v0.6.1
  [587475ba] + Flux v0.10.0
  [f6369f11] + ForwardDiff v0.10.7
  [0c68f7d7] + GPUArrays v2.0.0
  [7869d1d1] + IRTools v0.3.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [aa1ae85d] + JuliaInterpreter v0.7.4
  [e5e0dc1b] + Juno v0.7.2
  [929cbde3] + LLVM v1.3.2
  [5078a376] + LazyArrays v0.14.10
  [6f1432cf] + LoweredCodeUtils v0.4.2
  [1914dd2f] + MacroTools v0.5.2
  [e89f7d12] + Media v0.5.0
  [e1d29d7a] + Missings v0.4.3
  [872c559c] + NNlib v0.6.0
  [77ba4419] + NaNMath v0.3.3
  [bac558e1] + OrderedCollections v1.1.0
  [90014a1f] + PDMats v0.9.10
  [69de0a69] + Parsers v0.3.10
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [295af30f] + Revise v2.3.1
  [79098fc4] + Rmath v0.5.1
  [a2af1166] + SortingAlgorithms v0.3.1
  [276daf66] + SpecialFunctions v0.8.0
  [90137ffa] + StaticArrays v0.12.1
  [2913bbd2] + StatsBase v0.32.0
  [4c63d2b9] + StatsFuns v0.9.0
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [a759f4b9] + TimerOutputs v0.5.3
  [37b6cedf] + Traceur v0.3.0
  [3bb67fe8] + TranscodingStreams v0.9.5
  [30578b45] + URIParser v0.4.0
  [81def892] + VersionParsing v1.1.3
  [ea10d353] + WeakRefStrings v0.6.1
  [a5390f91] + ZipFile v0.8.3
  [e88e6eb3] + Zygote v0.4.1
  [700de1a5] + ZygoteRules v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [7b1f6079] + FileWatching 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [9abbd945] + Profile 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [4607b0f0] + SuiteSparse 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
  Building Conda ───────────→ `~/.julia/packages/Conda/kLXeC/deps/build.log`
  Building Rmath ───────────→ `~/.julia/packages/Rmath/4wt82/deps/build.log`
  Building CodecZlib ───────→ `~/.julia/packages/CodecZlib/5t9zO/deps/build.log`
  Building FFTW ────────────→ `~/.julia/packages/FFTW/MJ7kl/deps/build.log`
  Building ZipFile ─────────→ `~/.julia/packages/ZipFile/oD4uG/deps/build.log`
  Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
  Building Arpack ──────────→ `~/.julia/packages/Arpack/cu5By/deps/build.log`
   Testing EvoTrees
    Status `/tmp/jl_4zUF4b/Manifest.toml`
  [621f4979] AbstractFFTs v0.4.1
  [1520ce14] AbstractTrees v0.2.1
  [79e6a3ab] Adapt v1.0.0
  [7d9fca2a] Arpack v0.3.1
  [4c555306] ArrayLayouts v0.1.5
  [6e4b80f9] BenchmarkTools v0.4.3
  [9e28174c] BinDeps v0.8.10
  [b99e7846] BinaryProvider v0.5.8
  [fa961155] CEnum v0.2.0
  [336ed68f] CSV v0.5.18
  [3895d2a7] CUDAapi v2.0.0
  [c5f51814] CUDAdrv v4.0.4
  [be33ccc6] CUDAnative v2.6.0
  [7057c7e9] Cassette v0.2.6
  [324d7699] CategoricalArrays v0.7.3
  [da1fd8a2] CodeTracking v0.5.8
  [944b1d66] CodecZlib v0.6.0
  [3da002f7] ColorTypes v0.8.0
  [5ae59095] Colors v0.9.6
  [bbf7d656] CommonSubexpressions v0.2.0
  [34da2185] Compat v2.2.0
  [8f4d0f93] Conda v1.3.0
  [3a865a2d] CuArrays v1.5.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.19.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [163ba53b] DiffResults v0.0.4
  [b552c78f] DiffRules v0.1.0
  [31c24e10] Distributions v0.21.9
  [f6006082] EvoTrees v0.3.0
  [7a1cc6ca] FFTW v1.0.1
  [48062228] FilePathsBase v0.7.0
  [1a297f60] FillArrays v0.8.2
  [53c48c17] FixedPointNumbers v0.6.1
  [587475ba] Flux v0.10.0
  [f6369f11] ForwardDiff v0.10.7
  [0c68f7d7] GPUArrays v2.0.0
  [7869d1d1] IRTools v0.3.0
  [41ab1584] InvertedIndices v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [aa1ae85d] JuliaInterpreter v0.7.4
  [e5e0dc1b] Juno v0.7.2
  [929cbde3] LLVM v1.3.2
  [5078a376] LazyArrays v0.14.10
  [6f1432cf] LoweredCodeUtils v0.4.2
  [1914dd2f] MacroTools v0.5.2
  [e89f7d12] Media v0.5.0
  [e1d29d7a] Missings v0.4.3
  [872c559c] NNlib v0.6.0
  [77ba4419] NaNMath v0.3.3
  [bac558e1] OrderedCollections v1.1.0
  [90014a1f] PDMats v0.9.10
  [69de0a69] Parsers v0.3.10
  [2dfb63ee] PooledArrays v0.5.2
  [1fd47b50] QuadGK v2.1.1
  [189a3867] Reexport v0.2.0
  [ae029012] Requires v0.5.2
  [295af30f] Revise v2.3.1
  [79098fc4] Rmath v0.5.1
  [a2af1166] SortingAlgorithms v0.3.1
  [276daf66] SpecialFunctions v0.8.0
  [90137ffa] StaticArrays v0.12.1
  [2913bbd2] StatsBase v0.32.0
  [4c63d2b9] StatsFuns v0.9.0
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [a759f4b9] TimerOutputs v0.5.3
  [37b6cedf] Traceur v0.3.0
  [3bb67fe8] TranscodingStreams v0.9.5
  [30578b45] URIParser v0.4.0
  [81def892] VersionParsing v1.1.3
  [ea10d353] WeakRefStrings v0.6.1
  [a5390f91] ZipFile v0.8.3
  [e88e6eb3] Zygote v0.4.1
  [700de1a5] ZygoteRules v0.2.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [7b1f6079] FileWatching  [`@stdlib/FileWatching`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [9abbd945] Profile  [`@stdlib/Profile`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [4607b0f0] SuiteSparse  [`@stdlib/SuiteSparse`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
[ Info: CUDAdrv.jl failed to initialize, GPU functionality unavailable (set JULIA_CUDA_SILENT or JULIA_CUDA_VERBOSE to silence or expand this message)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex_evalf at broadcast.jl:625 [inlined]
└ @ Core ./broadcast.jl:625
"iter:25, eval: [0.16886417770604534]""iter:50, eval: [0.12065024196130168]""iter:75, eval: [0.10678770072087415]""iter:100, eval: [0.10274861948610005]" 21.334297 seconds (17.88 M allocations: 992.743 MiB, 6.29% gc time)
  1.063973 seconds (1.10 M allocations: 60.185 MiB, 6.40% gc time)
  0.010990 seconds (1.23 k allocations: 105.172 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex_evalf at broadcast.jl:625 [inlined]
└ @ Core ./broadcast.jl:625
"iter:25, eval: [0.1016105461258062]""iter:50, eval: [0.10128740119036683]""iter:75, eval: [0.10108533112747307]""iter:100, eval: [0.10107960722434635]"  4.021877 seconds (2.20 M allocations: 186.096 MiB, 3.10% gc time)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:625 [inlined]
└ @ Core ./broadcast.jl:625
"iter:25, eval: [0.5549258325276022]""iter:50, eval: [0.4944993058797936]""iter:75, eval: [0.4633414733318298]""iter:100, eval: [0.44600249869977465]"  5.025155 seconds (2.99 M allocations: 230.844 MiB, 3.07% gc time)
  0.286776 seconds (365.09 k allocations: 17.116 MiB, 3.03% gc time)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:625 [inlined]
└ @ Core ./broadcast.jl:625
"iter:25, eval: [0.1420293556140893]""iter:50, eval: [0.1200350471565337]""iter:75, eval: [0.10814099126280381]""iter:100, eval: [0.10115373972844133]"  5.042913 seconds (3.38 M allocations: 250.444 MiB, 3.01% gc time)
  0.208334 seconds (271.53 k allocations: 12.679 MiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex_evalf at broadcast.jl:625 [inlined]
└ @ Core ./broadcast.jl:625
"iter:25, eval: [0.250128371003383]""iter:50, eval: [0.19945356802177958]""iter:75, eval: [0.166740211320465]""iter:100, eval: [0.14560297049876308]"  4.756471 seconds (3.11 M allocations: 237.491 MiB, 3.02% gc time)
  0.042129 seconds (1.23 k allocations: 152.047 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex_evalf at broadcast.jl:625 [inlined]
└ @ Core ./broadcast.jl:625
┌ Warning: `a::Number - b::StaticArray` is deprecated, use `a .- b` instead.
│   caller = update_grads!(::EvoTrees.Quantile, ::Float64, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}) at loss.jl:49
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/loss.jl:49
┌ Warning: `a::Number - b::StaticArray` is deprecated, use `a .- b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
┌ Warning: `a::StaticArray - b::Number` is deprecated, use `a .- b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
┌ Warning: `a::Number + b::StaticArray` is deprecated, use `a .+ b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
"iter:25, eval: [0.09230572321928547]""iter:50, eval: [0.06634182778105907]""iter:75, eval: [0.056403593201606136]""iter:100, eval: [0.05205527328504071]"354.971289 seconds (132.89 M allocations: 14.240 GiB, 1.27% gc time)
  0.036124 seconds (1.23 k allocations: 151.953 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex_evalf at broadcast.jl:625 [inlined]
└ @ Core ./broadcast.jl:625
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = grow_tree(::Array{Array{BitSet,1},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1},1}, ::EvoTreeRegressor{Float64,EvoTrees.Gaussian,Int64}, ::Array{EvoTrees.TrainNode{2,Float64,BitSet,Array{Int64,1},Int64},1}, ::Array{EvoTrees.SplitInfo{2,Float64,Int64},1}, ::Array{Array{T,1} where T,1}, ::Array{UInt8,2}) at predict.jl:72
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/predict.jl:72
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = grow_tree(::Array{Array{BitSet,1},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1},1}, ::EvoTreeRegressor{Float64,EvoTrees.Gaussian,Int64}, ::Array{EvoTrees.TrainNode{2,Float64,BitSet,Array{Int64,1},Int64},1}, ::Array{EvoTrees.SplitInfo{2,Float64,Int64},1}, ::Array{Array{T,1} where T,1}, ::Array{UInt8,2}) at predict.jl:72
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/predict.jl:72
"iter:25, eval: [-0.22598041246715553]""iter:50, eval: [-0.7294456448598937]""iter:75, eval: [-1.1809959870670095]""iter:100, eval: [-1.5518779834525973]"  7.955043 seconds (5.06 M allocations: 362.924 MiB, 2.92% gc time)
  0.745605 seconds (718.89 k allocations: 36.336 MiB, 3.63% gc time)
   Testing EvoTrees tests passed 

Results with Julia v1.3.0

Testing was successful. Last evaluation was ago and took 17 minutes, 14 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed EvoTrees ──────────────────── v0.3.0
 Installed URIParser ─────────────────── v0.4.0
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed DiffResults ───────────────── v0.0.4
 Installed Arpack ────────────────────── v0.3.1
 Installed DataStructures ────────────── v0.17.6
 Installed LazyArrays ────────────────── v0.14.10
 Installed LLVM ──────────────────────── v1.3.2
 Installed Juno ──────────────────────── v0.7.2
 Installed NNlib ─────────────────────── v0.6.0
 Installed QuadGK ────────────────────── v2.1.1
 Installed FFTW ──────────────────────── v1.0.1
 Installed StaticArrays ──────────────── v0.12.1
 Installed Cassette ──────────────────── v0.2.6
 Installed CategoricalArrays ─────────── v0.7.3
 Installed Compat ────────────────────── v2.2.0
 Installed InvertedIndices ───────────── v1.0.0
 Installed StatsFuns ─────────────────── v0.9.0
 Installed BinaryProvider ────────────── v0.5.8
 Installed Parsers ───────────────────── v0.3.10
 Installed ZipFile ───────────────────── v0.8.3
 Installed CSV ───────────────────────── v0.5.18
 Installed JuliaInterpreter ──────────── v0.7.4
 Installed Revise ────────────────────── v2.3.1
 Installed MacroTools ────────────────── v0.5.2
 Installed Distributions ─────────────── v0.21.9
 Installed Missings ──────────────────── v0.4.3
 Installed Rmath ─────────────────────── v0.5.1
 Installed TableTraits ───────────────── v1.0.0
 Installed JSON ──────────────────────── v0.21.0
 Installed OrderedCollections ────────── v1.1.0
 Installed ArrayLayouts ──────────────── v0.1.5
 Installed FixedPointNumbers ─────────── v0.6.1
 Installed TimerOutputs ──────────────── v0.5.3
 Installed LoweredCodeUtils ──────────── v0.4.2
 Installed SpecialFunctions ──────────── v0.8.0
 Installed CuArrays ──────────────────── v1.5.0
 Installed CommonSubexpressions ──────── v0.2.0
 Installed CEnum ─────────────────────── v0.2.0
 Installed ColorTypes ────────────────── v0.8.0
 Installed BinDeps ───────────────────── v0.8.10
 Installed DataAPI ───────────────────── v1.1.0
 Installed GPUArrays ─────────────────── v2.0.0
 Installed Tables ────────────────────── v0.2.11
 Installed CUDAnative ────────────────── v2.6.0
 Installed ForwardDiff ───────────────── v0.10.7
 Installed NaNMath ───────────────────── v0.3.3
 Installed IRTools ───────────────────── v0.3.0
 Installed Adapt ─────────────────────── v1.0.0
 Installed AbstractTrees ─────────────── v0.2.1
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed DiffRules ─────────────────── v0.1.0
 Installed DataValueInterfaces ───────── v1.0.0
 Installed Zygote ────────────────────── v0.4.1
 Installed Colors ────────────────────── v0.9.6
 Installed VersionParsing ────────────── v1.1.3
 Installed Requires ──────────────────── v0.5.2
 Installed Traceur ───────────────────── v0.3.0
 Installed Conda ─────────────────────── v1.3.0
 Installed Flux ──────────────────────── v0.10.0
 Installed FilePathsBase ─────────────── v0.7.0
 Installed CodecZlib ─────────────────── v0.6.0
 Installed CUDAapi ───────────────────── v2.0.0
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed TranscodingStreams ────────── v0.9.5
 Installed PooledArrays ──────────────── v0.5.2
 Installed PDMats ────────────────────── v0.9.10
 Installed DataFrames ────────────────── v0.19.4
 Installed Media ─────────────────────── v0.5.0
 Installed WeakRefStrings ────────────── v0.6.1
 Installed FillArrays ────────────────── v0.8.2
 Installed Reexport ──────────────────── v0.2.0
 Installed StatsBase ─────────────────── v0.32.0
 Installed ZygoteRules ───────────────── v0.2.0
 Installed CodeTracking ──────────────── v0.5.8
 Installed BenchmarkTools ────────────── v0.4.3
 Installed AbstractFFTs ──────────────── v0.4.1
  Updating `~/.julia/environments/v1.3/Project.toml`
  [f6006082] + EvoTrees v0.3.0
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [621f4979] + AbstractFFTs v0.4.1
  [1520ce14] + AbstractTrees v0.2.1
  [79e6a3ab] + Adapt v1.0.0
  [7d9fca2a] + Arpack v0.3.1
  [4c555306] + ArrayLayouts v0.1.5
  [6e4b80f9] + BenchmarkTools v0.4.3
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [336ed68f] + CSV v0.5.18
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [7057c7e9] + Cassette v0.2.6
  [324d7699] + CategoricalArrays v0.7.3
  [da1fd8a2] + CodeTracking v0.5.8
  [944b1d66] + CodecZlib v0.6.0
  [3da002f7] + ColorTypes v0.8.0
  [5ae59095] + Colors v0.9.6
  [bbf7d656] + CommonSubexpressions v0.2.0
  [34da2185] + Compat v2.2.0
  [8f4d0f93] + Conda v1.3.0
  [3a865a2d] + CuArrays v1.5.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.19.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [163ba53b] + DiffResults v0.0.4
  [b552c78f] + DiffRules v0.1.0
  [31c24e10] + Distributions v0.21.9
  [f6006082] + EvoTrees v0.3.0
  [7a1cc6ca] + FFTW v1.0.1
  [48062228] + FilePathsBase v0.7.0
  [1a297f60] + FillArrays v0.8.2
  [53c48c17] + FixedPointNumbers v0.6.1
  [587475ba] + Flux v0.10.0
  [f6369f11] + ForwardDiff v0.10.7
  [0c68f7d7] + GPUArrays v2.0.0
  [7869d1d1] + IRTools v0.3.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [aa1ae85d] + JuliaInterpreter v0.7.4
  [e5e0dc1b] + Juno v0.7.2
  [929cbde3] + LLVM v1.3.2
  [5078a376] + LazyArrays v0.14.10
  [6f1432cf] + LoweredCodeUtils v0.4.2
  [1914dd2f] + MacroTools v0.5.2
  [e89f7d12] + Media v0.5.0
  [e1d29d7a] + Missings v0.4.3
  [872c559c] + NNlib v0.6.0
  [77ba4419] + NaNMath v0.3.3
  [bac558e1] + OrderedCollections v1.1.0
  [90014a1f] + PDMats v0.9.10
  [69de0a69] + Parsers v0.3.10
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [295af30f] + Revise v2.3.1
  [79098fc4] + Rmath v0.5.1
  [a2af1166] + SortingAlgorithms v0.3.1
  [276daf66] + SpecialFunctions v0.8.0
  [90137ffa] + StaticArrays v0.12.1
  [2913bbd2] + StatsBase v0.32.0
  [4c63d2b9] + StatsFuns v0.9.0
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [a759f4b9] + TimerOutputs v0.5.3
  [37b6cedf] + Traceur v0.3.0
  [3bb67fe8] + TranscodingStreams v0.9.5
  [30578b45] + URIParser v0.4.0
  [81def892] + VersionParsing v1.1.3
  [ea10d353] + WeakRefStrings v0.6.1
  [a5390f91] + ZipFile v0.8.3
  [e88e6eb3] + Zygote v0.4.1
  [700de1a5] + ZygoteRules v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [7b1f6079] + FileWatching 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [9abbd945] + Profile 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [4607b0f0] + SuiteSparse 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
  Building Arpack ──────────→ `~/.julia/packages/Arpack/cu5By/deps/build.log`
  Building Conda ───────────→ `~/.julia/packages/Conda/kLXeC/deps/build.log`
  Building FFTW ────────────→ `~/.julia/packages/FFTW/MJ7kl/deps/build.log`
  Building ZipFile ─────────→ `~/.julia/packages/ZipFile/oD4uG/deps/build.log`
  Building Rmath ───────────→ `~/.julia/packages/Rmath/4wt82/deps/build.log`
  Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
  Building CodecZlib ───────→ `~/.julia/packages/CodecZlib/5t9zO/deps/build.log`
   Testing EvoTrees
    Status `/tmp/jl_0SLUOs/Manifest.toml`
  [621f4979] AbstractFFTs v0.4.1
  [1520ce14] AbstractTrees v0.2.1
  [79e6a3ab] Adapt v1.0.0
  [7d9fca2a] Arpack v0.3.1
  [4c555306] ArrayLayouts v0.1.5
  [6e4b80f9] BenchmarkTools v0.4.3
  [9e28174c] BinDeps v0.8.10
  [b99e7846] BinaryProvider v0.5.8
  [fa961155] CEnum v0.2.0
  [336ed68f] CSV v0.5.18
  [3895d2a7] CUDAapi v2.0.0
  [c5f51814] CUDAdrv v4.0.4
  [be33ccc6] CUDAnative v2.6.0
  [7057c7e9] Cassette v0.2.6
  [324d7699] CategoricalArrays v0.7.3
  [da1fd8a2] CodeTracking v0.5.8
  [944b1d66] CodecZlib v0.6.0
  [3da002f7] ColorTypes v0.8.0
  [5ae59095] Colors v0.9.6
  [bbf7d656] CommonSubexpressions v0.2.0
  [34da2185] Compat v2.2.0
  [8f4d0f93] Conda v1.3.0
  [3a865a2d] CuArrays v1.5.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.19.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [163ba53b] DiffResults v0.0.4
  [b552c78f] DiffRules v0.1.0
  [31c24e10] Distributions v0.21.9
  [f6006082] EvoTrees v0.3.0
  [7a1cc6ca] FFTW v1.0.1
  [48062228] FilePathsBase v0.7.0
  [1a297f60] FillArrays v0.8.2
  [53c48c17] FixedPointNumbers v0.6.1
  [587475ba] Flux v0.10.0
  [f6369f11] ForwardDiff v0.10.7
  [0c68f7d7] GPUArrays v2.0.0
  [7869d1d1] IRTools v0.3.0
  [41ab1584] InvertedIndices v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [aa1ae85d] JuliaInterpreter v0.7.4
  [e5e0dc1b] Juno v0.7.2
  [929cbde3] LLVM v1.3.2
  [5078a376] LazyArrays v0.14.10
  [6f1432cf] LoweredCodeUtils v0.4.2
  [1914dd2f] MacroTools v0.5.2
  [e89f7d12] Media v0.5.0
  [e1d29d7a] Missings v0.4.3
  [872c559c] NNlib v0.6.0
  [77ba4419] NaNMath v0.3.3
  [bac558e1] OrderedCollections v1.1.0
  [90014a1f] PDMats v0.9.10
  [69de0a69] Parsers v0.3.10
  [2dfb63ee] PooledArrays v0.5.2
  [1fd47b50] QuadGK v2.1.1
  [189a3867] Reexport v0.2.0
  [ae029012] Requires v0.5.2
  [295af30f] Revise v2.3.1
  [79098fc4] Rmath v0.5.1
  [a2af1166] SortingAlgorithms v0.3.1
  [276daf66] SpecialFunctions v0.8.0
  [90137ffa] StaticArrays v0.12.1
  [2913bbd2] StatsBase v0.32.0
  [4c63d2b9] StatsFuns v0.9.0
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [a759f4b9] TimerOutputs v0.5.3
  [37b6cedf] Traceur v0.3.0
  [3bb67fe8] TranscodingStreams v0.9.5
  [30578b45] URIParser v0.4.0
  [81def892] VersionParsing v1.1.3
  [ea10d353] WeakRefStrings v0.6.1
  [a5390f91] ZipFile v0.8.3
  [e88e6eb3] Zygote v0.4.1
  [700de1a5] ZygoteRules v0.2.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [7b1f6079] FileWatching  [`@stdlib/FileWatching`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [9abbd945] Profile  [`@stdlib/Profile`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [4607b0f0] SuiteSparse  [`@stdlib/SuiteSparse`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
[ Info: CUDAdrv.jl failed to initialize, GPU functionality unavailable (set JULIA_CUDA_SILENT or JULIA_CUDA_VERBOSE to silence or expand this message)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.16804149378376623]""iter:50, eval: [0.11405807226231279]""iter:75, eval: [0.09801344196460073]""iter:100, eval: [0.09357855846998321]" 96.650912 seconds (50.13 M allocations: 2.929 GiB, 2.54% gc time)
  2.196171 seconds (2.48 M allocations: 129.949 MiB, 3.80% gc time)
  0.010563 seconds (1.03 k allocations: 101.844 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.09232211441958021]""iter:50, eval: [0.09202469525732003]""iter:75, eval: [0.09187915914599208]""iter:100, eval: [0.09160476297332801]"  4.140814 seconds (2.96 M allocations: 224.772 MiB, 2.86% gc time)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.5495118727809567]""iter:50, eval: [0.48368286469411687]""iter:75, eval: [0.4492898969462281]""iter:100, eval: [0.4299057027333985]"  4.514335 seconds (2.66 M allocations: 213.330 MiB, 1.99% gc time)
  0.252848 seconds (270.08 k allocations: 12.558 MiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.1463829190530505]""iter:50, eval: [0.12125766250710449]""iter:75, eval: [0.10755844950074062]""iter:100, eval: [0.0995289851101807]"  5.144328 seconds (2.98 M allocations: 229.079 MiB, 2.02% gc time)
  0.191481 seconds (178.30 k allocations: 8.227 MiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.25343397756893193]""iter:50, eval: [0.19974270543635958]""iter:75, eval: [0.16528484710009475]""iter:100, eval: [0.14205170528980435]"  4.785234 seconds (2.79 M allocations: 219.545 MiB, 1.60% gc time)
  0.039181 seconds (1.03 k allocations: 148.719 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
┌ Warning: `a::Number - b::StaticArray` is deprecated, use `a .- b` instead.
│   caller = update_grads!(::EvoTrees.Quantile, ::Float64, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}) at loss.jl:49
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/loss.jl:49
┌ Warning: `a::Number - b::StaticArray` is deprecated, use `a .- b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
┌ Warning: `a::StaticArray - b::Number` is deprecated, use `a .- b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
┌ Warning: `a::Number + b::StaticArray` is deprecated, use `a .+ b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
"iter:25, eval: [0.09221539700745728]""iter:50, eval: [0.06363274960796175]""iter:75, eval: [0.052136718304501506]""iter:100, eval: [0.04713429067868119]"328.592270 seconds (130.89 M allocations: 14.215 GiB, 1.14% gc time)
  0.035710 seconds (1.03 k allocations: 148.625 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = grow_tree(::Array{Array{BitSet,1},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1},1}, ::EvoTreeRegressor{Float64,EvoTrees.Gaussian,Int64}, ::Array{EvoTrees.TrainNode{2,Float64,BitSet,Array{Int64,1},Int64},1}, ::Array{EvoTrees.SplitInfo{2,Float64,Int64},1}, ::Array{Array{T,1} where T,1}, ::Array{UInt8,2}) at predict.jl:72
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/predict.jl:72
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = grow_tree(::Array{Array{BitSet,1},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1},1}, ::EvoTreeRegressor{Float64,EvoTrees.Gaussian,Int64}, ::Array{EvoTrees.TrainNode{2,Float64,BitSet,Array{Int64,1},Int64},1}, ::Array{EvoTrees.SplitInfo{2,Float64,Int64},1}, ::Array{Array{T,1} where T,1}, ::Array{UInt8,2}) at predict.jl:72
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/predict.jl:72
"iter:25, eval: [-0.22948376340141022]""iter:50, eval: [-0.7354933595278272]""iter:75, eval: [-1.1903468173865357]""iter:100, eval: [-1.5673744460727317]"  7.070924 seconds (4.41 M allocations: 327.956 MiB, 2.29% gc time)
  0.640019 seconds (644.70 k allocations: 32.090 MiB)
   Testing EvoTrees tests passed 

Results with Julia v1.3.1-pre-7704df0a5a

Testing was successful. Last evaluation was ago and took 18 minutes, 39 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed EvoTrees ──────────────────── v0.3.0
 Installed LoweredCodeUtils ──────────── v0.4.2
 Installed ColorTypes ────────────────── v0.8.0
 Installed Conda ─────────────────────── v1.3.0
 Installed DataStructures ────────────── v0.17.6
 Installed Colors ────────────────────── v0.9.6
 Installed Zygote ────────────────────── v0.4.1
 Installed CuArrays ──────────────────── v1.5.0
 Installed QuadGK ────────────────────── v2.1.1
 Installed NaNMath ───────────────────── v0.3.3
 Installed Adapt ─────────────────────── v1.0.0
 Installed AbstractTrees ─────────────── v0.2.1
 Installed Tables ────────────────────── v0.2.11
 Installed ArrayLayouts ──────────────── v0.1.5
 Installed SpecialFunctions ──────────── v0.8.0
 Installed WeakRefStrings ────────────── v0.6.1
 Installed DataFrames ────────────────── v0.19.4
 Installed StaticArrays ──────────────── v0.12.1
 Installed LazyArrays ────────────────── v0.14.10
 Installed Compat ────────────────────── v2.2.0
 Installed BenchmarkTools ────────────── v0.4.3
 Installed Revise ────────────────────── v2.3.1
 Installed CodeTracking ──────────────── v0.5.8
 Installed BinDeps ───────────────────── v0.8.10
 Installed DiffResults ───────────────── v0.0.4
 Installed GPUArrays ─────────────────── v2.0.0
 Installed FixedPointNumbers ─────────── v0.6.1
 Installed MacroTools ────────────────── v0.5.2
 Installed StatsBase ─────────────────── v0.32.0
 Installed FillArrays ────────────────── v0.8.2
 Installed Arpack ────────────────────── v0.3.1
 Installed ForwardDiff ───────────────── v0.10.7
 Installed FFTW ──────────────────────── v1.0.1
 Installed ZygoteRules ───────────────── v0.2.0
 Installed URIParser ─────────────────── v0.4.0
 Installed CodecZlib ─────────────────── v0.6.0
 Installed Missings ──────────────────── v0.4.3
 Installed TableTraits ───────────────── v1.0.0
 Installed JuliaInterpreter ──────────── v0.7.4
 Installed CommonSubexpressions ──────── v0.2.0
 Installed StatsFuns ─────────────────── v0.9.0
 Installed PooledArrays ──────────────── v0.5.2
 Installed Traceur ───────────────────── v0.3.0
 Installed BinaryProvider ────────────── v0.5.8
 Installed FilePathsBase ─────────────── v0.7.0
 Installed Media ─────────────────────── v0.5.0
 Installed CEnum ─────────────────────── v0.2.0
 Installed TranscodingStreams ────────── v0.9.5
 Installed InvertedIndices ───────────── v1.0.0
 Installed Rmath ─────────────────────── v0.5.1
 Installed DiffRules ─────────────────── v0.1.0
 Installed LLVM ──────────────────────── v1.3.2
 Installed NNlib ─────────────────────── v0.6.0
 Installed ZipFile ───────────────────── v0.8.3
 Installed Requires ──────────────────── v0.5.2
 Installed DataValueInterfaces ───────── v1.0.0
 Installed AbstractFFTs ──────────────── v0.4.1
 Installed CUDAnative ────────────────── v2.6.0
 Installed Distributions ─────────────── v0.21.9
 Installed Cassette ──────────────────── v0.2.6
 Installed Flux ──────────────────────── v0.10.0
 Installed Reexport ──────────────────── v0.2.0
 Installed CUDAapi ───────────────────── v2.0.0
 Installed DataAPI ───────────────────── v1.1.0
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed CategoricalArrays ─────────── v0.7.3
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed IRTools ───────────────────── v0.3.0
 Installed JSON ──────────────────────── v0.21.0
 Installed CSV ───────────────────────── v0.5.18
 Installed PDMats ────────────────────── v0.9.10
 Installed VersionParsing ────────────── v1.1.3
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed Juno ──────────────────────── v0.7.2
 Installed TimerOutputs ──────────────── v0.5.3
 Installed Parsers ───────────────────── v0.3.10
 Installed OrderedCollections ────────── v1.1.0
  Updating `~/.julia/environments/v1.3/Project.toml`
  [f6006082] + EvoTrees v0.3.0
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [621f4979] + AbstractFFTs v0.4.1
  [1520ce14] + AbstractTrees v0.2.1
  [79e6a3ab] + Adapt v1.0.0
  [7d9fca2a] + Arpack v0.3.1
  [4c555306] + ArrayLayouts v0.1.5
  [6e4b80f9] + BenchmarkTools v0.4.3
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [336ed68f] + CSV v0.5.18
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [7057c7e9] + Cassette v0.2.6
  [324d7699] + CategoricalArrays v0.7.3
  [da1fd8a2] + CodeTracking v0.5.8
  [944b1d66] + CodecZlib v0.6.0
  [3da002f7] + ColorTypes v0.8.0
  [5ae59095] + Colors v0.9.6
  [bbf7d656] + CommonSubexpressions v0.2.0
  [34da2185] + Compat v2.2.0
  [8f4d0f93] + Conda v1.3.0
  [3a865a2d] + CuArrays v1.5.0
  [9a962f9c] + DataAPI v1.1.0
  [a93c6f00] + DataFrames v0.19.4
  [864edb3b] + DataStructures v0.17.6
  [e2d170a0] + DataValueInterfaces v1.0.0
  [163ba53b] + DiffResults v0.0.4
  [b552c78f] + DiffRules v0.1.0
  [31c24e10] + Distributions v0.21.9
  [f6006082] + EvoTrees v0.3.0
  [7a1cc6ca] + FFTW v1.0.1
  [48062228] + FilePathsBase v0.7.0
  [1a297f60] + FillArrays v0.8.2
  [53c48c17] + FixedPointNumbers v0.6.1
  [587475ba] + Flux v0.10.0
  [f6369f11] + ForwardDiff v0.10.7
  [0c68f7d7] + GPUArrays v2.0.0
  [7869d1d1] + IRTools v0.3.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [682c06a0] + JSON v0.21.0
  [aa1ae85d] + JuliaInterpreter v0.7.4
  [e5e0dc1b] + Juno v0.7.2
  [929cbde3] + LLVM v1.3.2
  [5078a376] + LazyArrays v0.14.10
  [6f1432cf] + LoweredCodeUtils v0.4.2
  [1914dd2f] + MacroTools v0.5.2
  [e89f7d12] + Media v0.5.0
  [e1d29d7a] + Missings v0.4.3
  [872c559c] + NNlib v0.6.0
  [77ba4419] + NaNMath v0.3.3
  [bac558e1] + OrderedCollections v1.1.0
  [90014a1f] + PDMats v0.9.10
  [69de0a69] + Parsers v0.3.10
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [295af30f] + Revise v2.3.1
  [79098fc4] + Rmath v0.5.1
  [a2af1166] + SortingAlgorithms v0.3.1
  [276daf66] + SpecialFunctions v0.8.0
  [90137ffa] + StaticArrays v0.12.1
  [2913bbd2] + StatsBase v0.32.0
  [4c63d2b9] + StatsFuns v0.9.0
  [3783bdb8] + TableTraits v1.0.0
  [bd369af6] + Tables v0.2.11
  [a759f4b9] + TimerOutputs v0.5.3
  [37b6cedf] + Traceur v0.3.0
  [3bb67fe8] + TranscodingStreams v0.9.5
  [30578b45] + URIParser v0.4.0
  [81def892] + VersionParsing v1.1.3
  [ea10d353] + WeakRefStrings v0.6.1
  [a5390f91] + ZipFile v0.8.3
  [e88e6eb3] + Zygote v0.4.1
  [700de1a5] + ZygoteRules v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [7b1f6079] + FileWatching 
  [9fa8497b] + Future 
  [b77e0a4c] + InteractiveUtils 
  [76f85450] + LibGit2 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [a63ad114] + Mmap 
  [44cfe95a] + Pkg 
  [de0858da] + Printf 
  [9abbd945] + Profile 
  [3fa0cd96] + REPL 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [1a1011a3] + SharedArrays 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [4607b0f0] + SuiteSparse 
  [8dfed614] + Test 
  [cf7118a7] + UUIDs 
  [4ec0a83e] + Unicode 
  Building Conda ───────────→ `~/.julia/packages/Conda/kLXeC/deps/build.log`
  Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
  Building Arpack ──────────→ `~/.julia/packages/Arpack/cu5By/deps/build.log`
  Building FFTW ────────────→ `~/.julia/packages/FFTW/MJ7kl/deps/build.log`
  Building CodecZlib ───────→ `~/.julia/packages/CodecZlib/5t9zO/deps/build.log`
  Building Rmath ───────────→ `~/.julia/packages/Rmath/4wt82/deps/build.log`
  Building ZipFile ─────────→ `~/.julia/packages/ZipFile/oD4uG/deps/build.log`
   Testing EvoTrees
    Status `/tmp/jl_OEDGYZ/Manifest.toml`
  [621f4979] AbstractFFTs v0.4.1
  [1520ce14] AbstractTrees v0.2.1
  [79e6a3ab] Adapt v1.0.0
  [7d9fca2a] Arpack v0.3.1
  [4c555306] ArrayLayouts v0.1.5
  [6e4b80f9] BenchmarkTools v0.4.3
  [9e28174c] BinDeps v0.8.10
  [b99e7846] BinaryProvider v0.5.8
  [fa961155] CEnum v0.2.0
  [336ed68f] CSV v0.5.18
  [3895d2a7] CUDAapi v2.0.0
  [c5f51814] CUDAdrv v4.0.4
  [be33ccc6] CUDAnative v2.6.0
  [7057c7e9] Cassette v0.2.6
  [324d7699] CategoricalArrays v0.7.3
  [da1fd8a2] CodeTracking v0.5.8
  [944b1d66] CodecZlib v0.6.0
  [3da002f7] ColorTypes v0.8.0
  [5ae59095] Colors v0.9.6
  [bbf7d656] CommonSubexpressions v0.2.0
  [34da2185] Compat v2.2.0
  [8f4d0f93] Conda v1.3.0
  [3a865a2d] CuArrays v1.5.0
  [9a962f9c] DataAPI v1.1.0
  [a93c6f00] DataFrames v0.19.4
  [864edb3b] DataStructures v0.17.6
  [e2d170a0] DataValueInterfaces v1.0.0
  [163ba53b] DiffResults v0.0.4
  [b552c78f] DiffRules v0.1.0
  [31c24e10] Distributions v0.21.9
  [f6006082] EvoTrees v0.3.0
  [7a1cc6ca] FFTW v1.0.1
  [48062228] FilePathsBase v0.7.0
  [1a297f60] FillArrays v0.8.2
  [53c48c17] FixedPointNumbers v0.6.1
  [587475ba] Flux v0.10.0
  [f6369f11] ForwardDiff v0.10.7
  [0c68f7d7] GPUArrays v2.0.0
  [7869d1d1] IRTools v0.3.0
  [41ab1584] InvertedIndices v1.0.0
  [82899510] IteratorInterfaceExtensions v1.0.0
  [682c06a0] JSON v0.21.0
  [aa1ae85d] JuliaInterpreter v0.7.4
  [e5e0dc1b] Juno v0.7.2
  [929cbde3] LLVM v1.3.2
  [5078a376] LazyArrays v0.14.10
  [6f1432cf] LoweredCodeUtils v0.4.2
  [1914dd2f] MacroTools v0.5.2
  [e89f7d12] Media v0.5.0
  [e1d29d7a] Missings v0.4.3
  [872c559c] NNlib v0.6.0
  [77ba4419] NaNMath v0.3.3
  [bac558e1] OrderedCollections v1.1.0
  [90014a1f] PDMats v0.9.10
  [69de0a69] Parsers v0.3.10
  [2dfb63ee] PooledArrays v0.5.2
  [1fd47b50] QuadGK v2.1.1
  [189a3867] Reexport v0.2.0
  [ae029012] Requires v0.5.2
  [295af30f] Revise v2.3.1
  [79098fc4] Rmath v0.5.1
  [a2af1166] SortingAlgorithms v0.3.1
  [276daf66] SpecialFunctions v0.8.0
  [90137ffa] StaticArrays v0.12.1
  [2913bbd2] StatsBase v0.32.0
  [4c63d2b9] StatsFuns v0.9.0
  [3783bdb8] TableTraits v1.0.0
  [bd369af6] Tables v0.2.11
  [a759f4b9] TimerOutputs v0.5.3
  [37b6cedf] Traceur v0.3.0
  [3bb67fe8] TranscodingStreams v0.9.5
  [30578b45] URIParser v0.4.0
  [81def892] VersionParsing v1.1.3
  [ea10d353] WeakRefStrings v0.6.1
  [a5390f91] ZipFile v0.8.3
  [e88e6eb3] Zygote v0.4.1
  [700de1a5] ZygoteRules v0.2.0
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [ade2ca70] Dates  [`@stdlib/Dates`]
  [8bb1440f] DelimitedFiles  [`@stdlib/DelimitedFiles`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [7b1f6079] FileWatching  [`@stdlib/FileWatching`]
  [9fa8497b] Future  [`@stdlib/Future`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [76f85450] LibGit2  [`@stdlib/LibGit2`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [a63ad114] Mmap  [`@stdlib/Mmap`]
  [44cfe95a] Pkg  [`@stdlib/Pkg`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [9abbd945] Profile  [`@stdlib/Profile`]
  [3fa0cd96] REPL  [`@stdlib/REPL`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [1a1011a3] SharedArrays  [`@stdlib/SharedArrays`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [4607b0f0] SuiteSparse  [`@stdlib/SuiteSparse`]
  [8dfed614] Test  [`@stdlib/Test`]
  [cf7118a7] UUIDs  [`@stdlib/UUIDs`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
[ Info: CUDAdrv.jl failed to initialize, GPU functionality unavailable (set JULIA_CUDA_SILENT or JULIA_CUDA_VERBOSE to silence or expand this message)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.16623663240015513]""iter:50, eval: [0.11497183011269958]""iter:75, eval: [0.10003688472788856]""iter:100, eval: [0.09574533958951092]"108.886086 seconds (51.75 M allocations: 3.013 GiB, 2.40% gc time)
  2.422835 seconds (2.48 M allocations: 129.549 MiB, 3.07% gc time)
  0.012478 seconds (1.03 k allocations: 101.844 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.09460278376695795]""iter:50, eval: [0.09442072453754052]""iter:75, eval: [0.0943637953746446]""iter:100, eval: [0.09415018498570948]"  4.523994 seconds (2.96 M allocations: 224.779 MiB, 10.20% gc time)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.5517127174316442]""iter:50, eval: [0.48769379558381376]""iter:75, eval: [0.4545153973294148]""iter:100, eval: [0.4359560355358815]"  5.657767 seconds (2.66 M allocations: 214.919 MiB, 5.17% gc time)
  0.359284 seconds (270.08 k allocations: 12.559 MiB, 5.58% gc time)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.14777448511879412]""iter:50, eval: [0.1232383888722382]""iter:75, eval: [0.10989022688906835]""iter:100, eval: [0.10201092206363394]"  5.468832 seconds (2.98 M allocations: 230.303 MiB, 1.59% gc time)
  0.234901 seconds (178.30 k allocations: 8.227 MiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
"iter:25, eval: [0.24990050240301304]""iter:50, eval: [0.1978406721966455]""iter:75, eval: [0.16454665121153764]""iter:100, eval: [0.14125215720067288]"  5.430237 seconds (2.79 M allocations: 220.764 MiB, 1.41% gc time)
  0.056003 seconds (1.03 k allocations: 148.719 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
┌ Warning: `a::Number - b::StaticArray` is deprecated, use `a .- b` instead.
│   caller = update_grads!(::EvoTrees.Quantile, ::Float64, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}) at loss.jl:49
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/loss.jl:49
┌ Warning: `a::Number - b::StaticArray` is deprecated, use `a .- b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
┌ Warning: `a::StaticArray - b::Number` is deprecated, use `a .- b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
┌ Warning: `a::Number + b::StaticArray` is deprecated, use `a .+ b` instead.
│   caller = eval_metric(::Val{:quantile}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Float64,1}, ::Float64) at eval.jl:73
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/eval.jl:73
"iter:25, eval: [0.09212175305197531]""iter:50, eval: [0.06530923368050395]""iter:75, eval: [0.05406733367622641]""iter:100, eval: [0.04909600810976078]"348.153286 seconds (130.88 M allocations: 14.215 GiB, 0.89% gc time)
  0.030902 seconds (1.03 k allocations: 148.625 KiB)
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = _broadcast_getindex at broadcast.jl:630 [inlined]
└ @ Core ./broadcast.jl:630
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = grow_tree(::Array{Array{BitSet,1},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1},1}, ::EvoTreeRegressor{Float64,EvoTrees.Gaussian,Int64}, ::Array{EvoTrees.TrainNode{2,Float64,BitSet,Array{Int64,1},Int64},1}, ::Array{EvoTrees.SplitInfo{2,Float64,Int64},1}, ::Array{Array{T,1} where T,1}, ::Array{UInt8,2}) at predict.jl:72
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/predict.jl:72
┌ Warning: `a::StaticArray + b::Number` is deprecated, use `a .+ b` instead.
│   caller = grow_tree(::Array{Array{BitSet,1},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1}, ::Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{2},Float64,1,2},1},1}, ::Array{Array{StaticArrays.SArray{Tuple{1},Float64,1,1},1},1}, ::EvoTreeRegressor{Float64,EvoTrees.Gaussian,Int64}, ::Array{EvoTrees.TrainNode{2,Float64,BitSet,Array{Int64,1},Int64},1}, ::Array{EvoTrees.SplitInfo{2,Float64,Int64},1}, ::Array{Array{T,1} where T,1}, ::Array{UInt8,2}) at predict.jl:72
└ @ EvoTrees ~/.julia/packages/EvoTrees/AuCRf/src/predict.jl:72
"iter:25, eval: [-0.2307074547361046]""iter:50, eval: [-0.7446313004408055]""iter:75, eval: [-1.2135866919953067]""iter:100, eval: [-1.6121464851079548]"  6.649872 seconds (4.41 M allocations: 327.576 MiB, 1.97% gc time)
  0.642402 seconds (644.64 k allocations: 31.969 MiB, 1.83% gc time)
   Testing EvoTrees tests passed