Mill

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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 25 minutes.

Click here to download the log file.

 Resolving package versions...
 Installed Missings ──────────────────── v0.4.3
 Installed DataAPI ───────────────────── v1.1.0
 Installed LearnBase ─────────────────── v0.2.2
 Installed TableTraits ───────────────── v1.0.0
 Installed Arpack ────────────────────── v0.3.1
 Installed Mill ──────────────────────── v1.0.0
 Installed Colors ────────────────────── v0.9.6
 Installed DataFrames ────────────────── v0.19.4
 Installed CommonSubexpressions ──────── v0.2.0
 Installed BinaryProvider ────────────── v0.5.8
 Installed PDMats ────────────────────── v0.9.10
 Installed AbstractFFTs ──────────────── v0.4.1
 Installed CUDAnative ────────────────── v2.6.0
 Installed StatsBase ─────────────────── v0.32.0
 Installed JLD2 ──────────────────────── v0.1.9
 Installed Conda ─────────────────────── v1.3.0
 Installed CuArrays ──────────────────── v1.5.0
 Installed Adapt ─────────────────────── v1.0.0
 Installed StatsFuns ─────────────────── v0.9.0
 Installed MLLabelUtils ──────────────── v0.5.1
 Installed Polynomials ───────────────── v0.6.0
 Installed URIParser ─────────────────── v0.4.0
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed HypothesisTests ───────────── v0.8.0
 Installed Requires ──────────────────── v0.5.2
 Installed IRTools ───────────────────── v0.3.0
 Installed PooledArrays ──────────────── v0.5.2
 Installed Zygote ────────────────────── v0.4.1
 Installed DataValueInterfaces ───────── v1.0.0
 Installed Duff ──────────────────────── v0.4.0
 Installed Reexport ──────────────────── v0.2.0
 Installed InvertedIndices ───────────── v1.0.0
 Installed TimerOutputs ──────────────── v0.5.3
 Installed ForwardDiff ───────────────── v0.10.7
 Installed Rmath ─────────────────────── v0.5.1
 Installed Compat ────────────────────── v2.2.0
 Installed MLDataPattern ─────────────── v0.5.0
 Installed OrderedCollections ────────── v1.1.0
 Installed Tables ────────────────────── v0.2.11
 Installed NNlib ─────────────────────── v0.6.0
 Installed MappedArrays ──────────────── v0.2.2
 Installed CUDAapi ───────────────────── v2.0.0
 Installed GPUArrays ─────────────────── v2.0.0
 Installed Roots ─────────────────────── v0.8.3
 Installed RecipesBase ───────────────── v0.7.0
 Installed Combinatorics ─────────────── v0.7.0
 Installed DataStructures ────────────── v0.17.6
 Installed Distributions ─────────────── v0.21.9
 Installed FixedPointNumbers ─────────── v0.6.1
 Installed Parsers ───────────────────── v0.3.10
 Installed TranscodingStreams ────────── v0.9.5
 Installed DiffRules ─────────────────── v0.1.0
 Installed FillArrays ────────────────── v0.8.2
 Installed Media ─────────────────────── v0.5.0
 Installed CodecZlib ─────────────────── v0.6.0
 Installed StaticArrays ──────────────── v0.12.1
 Installed JSON ──────────────────────── v0.21.0
 Installed Juno ──────────────────────── v0.7.2
 Installed DiffResults ───────────────── v0.0.4
 Installed NaNMath ───────────────────── v0.3.3
 Installed AbstractTrees ─────────────── v0.2.1
 Installed FFTW ──────────────────────── v1.0.1
 Installed ZipFile ───────────────────── v0.8.3
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed CategoricalArrays ─────────── v0.7.3
 Installed QuadGK ────────────────────── v2.1.1
 Installed LLVM ──────────────────────── v1.3.2
 Installed VersionParsing ────────────── v1.1.3
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed CEnum ─────────────────────── v0.2.0
 Installed MacroTools ────────────────── v0.5.2
 Installed ZygoteRules ───────────────── v0.2.0
 Installed ColorTypes ────────────────── v0.8.0
 Installed SpecialFunctions ──────────── v0.8.0
 Installed Flux ──────────────────────── v0.10.0
 Installed BinDeps ───────────────────── v0.8.10
 Installed FileIO ────────────────────── v1.1.0
  Updating `~/.julia/environments/v1.2/Project.toml`
  [1d0525e4] + Mill v1.0.0
  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
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [324d7699] + CategoricalArrays v0.7.3
  [944b1d66] + CodecZlib v0.6.0
  [3da002f7] + ColorTypes v0.8.0
  [5ae59095] + Colors v0.9.6
  [861a8166] + Combinatorics v0.7.0
  [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
  [3e2ffa6a] + Duff v0.4.0
  [7a1cc6ca] + FFTW v1.0.1
  [5789e2e9] + FileIO v1.1.0
  [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
  [09f84164] + HypothesisTests v0.8.0
  [7869d1d1] + IRTools v0.3.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [033835bb] + JLD2 v0.1.9
  [682c06a0] + JSON v0.21.0
  [e5e0dc1b] + Juno v0.7.2
  [929cbde3] + LLVM v1.3.2
  [7f8f8fb0] + LearnBase v0.2.2
  [9920b226] + MLDataPattern v0.5.0
  [66a33bbf] + MLLabelUtils v0.5.1
  [1914dd2f] + MacroTools v0.5.2
  [dbb5928d] + MappedArrays v0.2.2
  [e89f7d12] + Media v0.5.0
  [1d0525e4] + Mill v1.0.0
  [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
  [f27b6e38] + Polynomials v0.6.0
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [79098fc4] + Rmath v0.5.1
  [f2b01f46] + Roots v0.8.3
  [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
  [3bb67fe8] + TranscodingStreams v0.9.5
  [30578b45] + URIParser v0.4.0
  [81def892] + VersionParsing v1.1.3
  [a5390f91] + ZipFile v0.8.3
  [e88e6eb3] + Zygote v0.4.1
  [700de1a5] + ZygoteRules v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [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 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`
   Testing Mill
 Resolving package versions...
 Installed BenchmarkTools ─ v0.4.3
  Updating `/tmp/jl_ET1SIQ/Project.toml`
  [6e4b80f9] + BenchmarkTools v0.4.3
  [1d0525e4] + Mill v1.0.0
  Updating `/tmp/jl_ET1SIQ/Manifest.toml`
  [6e4b80f9] + BenchmarkTools v0.4.3
[ Info: Running Sandbox
    Status `/tmp/jl_ET1SIQ/Project.toml`
  [6e4b80f9] BenchmarkTools v0.4.3
  [861a8166] Combinatorics v0.7.0
  [a93c6f00] DataFrames v0.19.4
  [587475ba] Flux v0.10.0
  [7f8f8fb0] LearnBase v0.2.2
  [1d0525e4] Mill v1.0.0
  [9a3f8284] Random 
  [2f01184e] SparseArrays 
  [8dfed614] Test 
[ Info: CUDAdrv.jl failed to initialize, GPU functionality unavailable (set JULIA_CUDA_SILENT or JULIA_CUDA_VERBOSE to silence or expand this message)
Test Summary: | Pass  Total
creating bags |    1      1
Test Summary: | Pass  Total
testing nobs  |    9      9
Test Summary:                   | Pass  Total
testing ArrayNode hcat and vcat |    6      6
Test Summary:        | Pass  Total
testing BagNode hcat |   25     25
Test Summary:                | Pass  Total
testing WeightedBagNode hcat |   24     24
Test Summary:                           | Pass  Total
testing hierarchical hcat on tree nodes |   15     15
Test Summary:            | Pass  Total
testing BagNode indexing |   22     22
Test Summary:                    | Pass  Total
testing WeightedBagNode indexing |   20     20
Test Summary:               | Pass  Total
testing nested ragged array |    6      6
Test Summary:    | Pass  Total
testing TreeNode |   10     10
Test Summary:    | Pass  Total
testing sparsify |    3      3
Test Summary:                | Pass  Total
testing sparsify and mapdata |    3      3
Test Summary:               | Pass  Total
testing simple matrix model |    3      3
Test Summary:                    | Pass  Total
testing simple aggregation model |    3      3
Test Summary:               | Pass  Total
testing simple tuple models |   13     13
Test Summary:            | Pass  Total
testing nested bag model |    7      7
Test Summary:                                       | Pass  Total
testing catobs & getindex operations missing values |   20     20
Test Summary:                                                    | Pass  Total
testing catobs & getindex operations missing values for weighted |   16     16
Test Summary:                           | Pass  Total
testing model operations missing values |   11     11
Test Summary:                   | Pass  Total
basic aggregation functionality |    6      6
Test Summary:        | Pass  Total
matrix functionality |    1      1
Test Summary:       | Pass  Total
pnorm functionality |   50     50
Test Summary:     | Pass  Total
lse functionality |   30     30
Test Summary:           | Pass  Total
lse numerical stability |    6      6
Test Summary:  | Pass  Total
missing values |    8      8
Test Summary:                       | Pass  Total
aggregation grad check w.r.t. input |  450    450
Test Summary:                            | Pass  Total
aggregation grad check w.r.t. agg params |  750    750
Test Summary:                            | Pass  Total
derivative w.r.t weights in aggregations |   60     60
Test Summary:                              | Pass  Total
model aggregation grad check w.r.t. inputs |   20     20
Test Summary:                                       | Pass  Total
model aggregation grad check w.r.t. inputs weighted |   12     12
Test Summary:                              | Pass  Total
model aggregation grad check w.r.t. params |   20     20
Test Summary:                                       | Pass  Total
model aggregation grad check w.r.t. params weighted |   12     12
Test Summary:             | Pass  Total
testing convolution shift |    4      4
Test Summary:                       | Pass  Total
testing matvec and vecvec products  |    8      8
Test Summary:                          | Pass  Total
testing forward convolution & gradient |   14     14
Test Summary:           | Pass  Total
testing the convolution |   18     18
Test Summary:                          | Pass  Total
testing convolution with ScatteredBags |   11     11
Test Summary:             | Pass  Total
testing convolution layer |   12     12
Test Summary: | Pass  Total
Constructors  |   17     17
Test Summary: | Pass  Total
bags()        |    4      4
Test Summary: | Pass  Total
length2bags   |    5      5
Test Summary: | Pass  Total
aligned hcat  |   17     17
Test Summary:  | Pass  Total
scattered hcat |   17     17
Test Summary:                      | Pass  Total
testing remapping for aligned bags |   10     10
Test Summary:                        | Pass  Total
testing remapping for scattered bags |   22     22
WARNING: using BenchmarkTools.params in module Main conflicts with an existing identifier.
Test Summary: | Pass  Total
ngrams        |   31     31
Benchmarking multiplication
A * B::NGramMatrix (This should be the fastest)
  2.625 ms (2002 allocations: 671.95 KiB)
A * string2ngrams(s, 3, size(A, 2))
  679.615 ms (3013 allocations: 16.38 MiB)
A * sparse(string2ngrams(s, 3, size(A, 2)))
  17.936 ms (3013 allocations: 16.57 MiB)
A * C where C = sparse(string2ngrams(s, 3, size(A, 2)));  6.034 ms (2 allocations: 625.08 KiB)
   Testing Mill tests passed 

Results with Julia v1.3.0

Testing was successful. Last evaluation was ago and took 25 minutes, 11 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed URIParser ─────────────────── v0.4.0
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed DiffResults ───────────────── v0.0.4
 Installed Juno ──────────────────────── v0.7.2
 Installed Arpack ────────────────────── v0.3.1
 Installed DataStructures ────────────── v0.17.6
 Installed Mill ──────────────────────── v1.0.0
 Installed LLVM ──────────────────────── v1.3.2
 Installed FFTW ──────────────────────── v1.0.1
 Installed MLDataPattern ─────────────── v0.5.0
 Installed JLD2 ──────────────────────── v0.1.9
 Installed FileIO ────────────────────── v1.1.0
 Installed NNlib ─────────────────────── v0.6.0
 Installed QuadGK ────────────────────── v2.1.1
 Installed Roots ─────────────────────── v0.8.3
 Installed StaticArrays ──────────────── v0.12.1
 Installed Compat ────────────────────── v2.2.0
 Installed BinaryProvider ────────────── v0.5.8
 Installed InvertedIndices ───────────── v1.0.0
 Installed StatsFuns ─────────────────── v0.9.0
 Installed CategoricalArrays ─────────── v0.7.3
 Installed MLLabelUtils ──────────────── v0.5.1
 Installed Parsers ───────────────────── v0.3.10
 Installed Missings ──────────────────── v0.4.3
 Installed ZipFile ───────────────────── v0.8.3
 Installed Distributions ─────────────── v0.21.9
 Installed HypothesisTests ───────────── v0.8.0
 Installed Combinatorics ─────────────── v0.7.0
 Installed Rmath ─────────────────────── v0.5.1
 Installed TableTraits ───────────────── v1.0.0
 Installed MacroTools ────────────────── v0.5.2
 Installed LearnBase ─────────────────── v0.2.2
 Installed OrderedCollections ────────── v1.1.0
 Installed FixedPointNumbers ─────────── v0.6.1
 Installed JSON ──────────────────────── v0.21.0
 Installed SpecialFunctions ──────────── v0.8.0
 Installed CommonSubexpressions ──────── v0.2.0
 Installed TimerOutputs ──────────────── v0.5.3
 Installed CuArrays ──────────────────── v1.5.0
 Installed CEnum ─────────────────────── v0.2.0
 Installed RecipesBase ───────────────── v0.7.0
 Installed ColorTypes ────────────────── v0.8.0
 Installed BinDeps ───────────────────── v0.8.10
 Installed DataAPI ───────────────────── v1.1.0
 Installed Tables ────────────────────── v0.2.11
 Installed GPUArrays ─────────────────── v2.0.0
 Installed Polynomials ───────────────── v0.6.0
 Installed ForwardDiff ───────────────── v0.10.7
 Installed CUDAnative ────────────────── v2.6.0
 Installed NaNMath ───────────────────── v0.3.3
 Installed AbstractTrees ─────────────── v0.2.1
 Installed Adapt ─────────────────────── v1.0.0
 Installed IRTools ───────────────────── v0.3.0
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed DataValueInterfaces ───────── v1.0.0
 Installed Zygote ────────────────────── v0.4.1
 Installed DiffRules ─────────────────── v0.1.0
 Installed Requires ──────────────────── v0.5.2
 Installed Conda ─────────────────────── v1.3.0
 Installed Colors ────────────────────── v0.9.6
 Installed Flux ──────────────────────── v0.10.0
 Installed VersionParsing ────────────── v1.1.3
 Installed CodecZlib ─────────────────── v0.6.0
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed MappedArrays ──────────────── v0.2.2
 Installed CUDAapi ───────────────────── v2.0.0
 Installed PooledArrays ──────────────── v0.5.2
 Installed Media ─────────────────────── v0.5.0
 Installed TranscodingStreams ────────── v0.9.5
 Installed DataFrames ────────────────── v0.19.4
 Installed FillArrays ────────────────── v0.8.2
 Installed Reexport ──────────────────── v0.2.0
 Installed ZygoteRules ───────────────── v0.2.0
 Installed StatsBase ─────────────────── v0.32.0
 Installed AbstractFFTs ──────────────── v0.4.1
 Installed PDMats ────────────────────── v0.9.10
 Installed Duff ──────────────────────── v0.4.0
  Updating `~/.julia/environments/v1.3/Project.toml`
  [1d0525e4] + Mill v1.0.0
  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
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [324d7699] + CategoricalArrays v0.7.3
  [944b1d66] + CodecZlib v0.6.0
  [3da002f7] + ColorTypes v0.8.0
  [5ae59095] + Colors v0.9.6
  [861a8166] + Combinatorics v0.7.0
  [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
  [3e2ffa6a] + Duff v0.4.0
  [7a1cc6ca] + FFTW v1.0.1
  [5789e2e9] + FileIO v1.1.0
  [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
  [09f84164] + HypothesisTests v0.8.0
  [7869d1d1] + IRTools v0.3.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [033835bb] + JLD2 v0.1.9
  [682c06a0] + JSON v0.21.0
  [e5e0dc1b] + Juno v0.7.2
  [929cbde3] + LLVM v1.3.2
  [7f8f8fb0] + LearnBase v0.2.2
  [9920b226] + MLDataPattern v0.5.0
  [66a33bbf] + MLLabelUtils v0.5.1
  [1914dd2f] + MacroTools v0.5.2
  [dbb5928d] + MappedArrays v0.2.2
  [e89f7d12] + Media v0.5.0
  [1d0525e4] + Mill v1.0.0
  [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
  [f27b6e38] + Polynomials v0.6.0
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [79098fc4] + Rmath v0.5.1
  [f2b01f46] + Roots v0.8.3
  [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
  [3bb67fe8] + TranscodingStreams v0.9.5
  [30578b45] + URIParser v0.4.0
  [81def892] + VersionParsing v1.1.3
  [a5390f91] + ZipFile v0.8.3
  [e88e6eb3] + Zygote v0.4.1
  [700de1a5] + ZygoteRules v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [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 Mill
 Resolving package versions...
 Installed BenchmarkTools ─ v0.4.3
  Updating `/tmp/jl_FNutK7/Project.toml`
  [6e4b80f9] + BenchmarkTools v0.4.3
  [1d0525e4] + Mill v1.0.0
  Updating `/tmp/jl_FNutK7/Manifest.toml`
  [6e4b80f9] + BenchmarkTools v0.4.3
[ Info: Running Sandbox
    Status `/tmp/jl_FNutK7/Project.toml`
  [6e4b80f9] BenchmarkTools v0.4.3
  [861a8166] Combinatorics v0.7.0
  [a93c6f00] DataFrames v0.19.4
  [587475ba] Flux v0.10.0
  [7f8f8fb0] LearnBase v0.2.2
  [1d0525e4] Mill v1.0.0
  [9a3f8284] Random 
  [2f01184e] SparseArrays 
  [8dfed614] Test 
[ Info: CUDAdrv.jl failed to initialize, GPU functionality unavailable (set JULIA_CUDA_SILENT or JULIA_CUDA_VERBOSE to silence or expand this message)
Test Summary: | Pass  Total
creating bags |    1      1
Test Summary: | Pass  Total
testing nobs  |    9      9
Test Summary:                   | Pass  Total
testing ArrayNode hcat and vcat |    6      6
Test Summary:        | Pass  Total
testing BagNode hcat |   25     25
Test Summary:                | Pass  Total
testing WeightedBagNode hcat |   24     24
Test Summary:                           | Pass  Total
testing hierarchical hcat on tree nodes |   15     15
Test Summary:            | Pass  Total
testing BagNode indexing |   22     22
Test Summary:                    | Pass  Total
testing WeightedBagNode indexing |   20     20
Test Summary:               | Pass  Total
testing nested ragged array |    6      6
Test Summary:    | Pass  Total
testing TreeNode |   10     10
Test Summary:    | Pass  Total
testing sparsify |    3      3
Test Summary:                | Pass  Total
testing sparsify and mapdata |    3      3
Test Summary:               | Pass  Total
testing simple matrix model |    3      3
Test Summary:                    | Pass  Total
testing simple aggregation model |    3      3
Test Summary:               | Pass  Total
testing simple tuple models |   13     13
Test Summary:            | Pass  Total
testing nested bag model |    7      7
Test Summary:                                       | Pass  Total
testing catobs & getindex operations missing values |   20     20
Test Summary:                                                    | Pass  Total
testing catobs & getindex operations missing values for weighted |   16     16
Test Summary:                           | Pass  Total
testing model operations missing values |   11     11
Test Summary:                   | Pass  Total
basic aggregation functionality |    6      6
Test Summary:        | Pass  Total
matrix functionality |    1      1
Test Summary:       | Pass  Total
pnorm functionality |   50     50
Test Summary:     | Pass  Total
lse functionality |   30     30
Test Summary:           | Pass  Total
lse numerical stability |    6      6
Test Summary:  | Pass  Total
missing values |    8      8
Test Summary:                       | Pass  Total
aggregation grad check w.r.t. input |  450    450
Test Summary:                            | Pass  Total
aggregation grad check w.r.t. agg params |  750    750
Test Summary:                            | Pass  Total
derivative w.r.t weights in aggregations |   60     60
Test Summary:                              | Pass  Total
model aggregation grad check w.r.t. inputs |   20     20
Test Summary:                                       | Pass  Total
model aggregation grad check w.r.t. inputs weighted |   12     12
Test Summary:                              | Pass  Total
model aggregation grad check w.r.t. params |   20     20
Test Summary:                                       | Pass  Total
model aggregation grad check w.r.t. params weighted |   12     12
Test Summary:             | Pass  Total
testing convolution shift |    4      4
Test Summary:                       | Pass  Total
testing matvec and vecvec products  |    8      8
Test Summary:                          | Pass  Total
testing forward convolution & gradient |   14     14
Test Summary:           | Pass  Total
testing the convolution |   18     18
Test Summary:                          | Pass  Total
testing convolution with ScatteredBags |   11     11
Test Summary:             | Pass  Total
testing convolution layer |   12     12
Test Summary: | Pass  Total
Constructors  |   17     17
Test Summary: | Pass  Total
bags()        |    4      4
Test Summary: | Pass  Total
length2bags   |    5      5
Test Summary: | Pass  Total
aligned hcat  |   17     17
Test Summary:  | Pass  Total
scattered hcat |   17     17
Test Summary:                      | Pass  Total
testing remapping for aligned bags |   10     10
Test Summary:                        | Pass  Total
testing remapping for scattered bags |   22     22
WARNING: using BenchmarkTools.params in module Main conflicts with an existing identifier.
Test Summary: | Pass  Total
ngrams        |   31     31
Benchmarking multiplication
A * B::NGramMatrix (This should be the fastest)
  2.753 ms (2002 allocations: 671.95 KiB)
A * string2ngrams(s, 3, size(A, 2))
  660.457 ms (3013 allocations: 16.38 MiB)
A * sparse(string2ngrams(s, 3, size(A, 2)))
  17.095 ms (3014 allocations: 16.57 MiB)
A * C where C = sparse(string2ngrams(s, 3, size(A, 2)));  5.775 ms (2 allocations: 625.08 KiB)
   Testing Mill tests passed 

Results with Julia v1.3.1-pre-7704df0a5a

Testing was successful. Last evaluation was ago and took 24 minutes, 27 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed Adapt ─────────────────────── v1.0.0
 Installed Conda ─────────────────────── v1.3.0
 Installed ColorTypes ────────────────── v0.8.0
 Installed DataStructures ────────────── v0.17.6
 Installed Mill ──────────────────────── v1.0.0
 Installed Colors ────────────────────── v0.9.6
 Installed Zygote ────────────────────── v0.4.1
 Installed CuArrays ──────────────────── v1.5.0
 Installed Tables ────────────────────── v0.2.11
 Installed NaNMath ───────────────────── v0.3.3
 Installed QuadGK ────────────────────── v2.1.1
 Installed AbstractTrees ─────────────── v0.2.1
 Installed SpecialFunctions ──────────── v0.8.0
 Installed Polynomials ───────────────── v0.6.0
 Installed DataFrames ────────────────── v0.19.4
 Installed MLDataPattern ─────────────── v0.5.0
 Installed MappedArrays ──────────────── v0.2.2
 Installed Compat ────────────────────── v2.2.0
 Installed DiffResults ───────────────── v0.0.4
 Installed Roots ─────────────────────── v0.8.3
 Installed BinDeps ───────────────────── v0.8.10
 Installed MacroTools ────────────────── v0.5.2
 Installed FixedPointNumbers ─────────── v0.6.1
 Installed StatsBase ─────────────────── v0.32.0
 Installed GPUArrays ─────────────────── v2.0.0
 Installed FillArrays ────────────────── v0.8.2
 Installed ForwardDiff ───────────────── v0.10.7
 Installed Arpack ────────────────────── v0.3.1
 Installed ZygoteRules ───────────────── v0.2.0
 Installed URIParser ─────────────────── v0.4.0
 Installed StaticArrays ──────────────── v0.12.1
 Installed CodecZlib ─────────────────── v0.6.0
 Installed FFTW ──────────────────────── v1.0.1
 Installed Missings ──────────────────── v0.4.3
 Installed FileIO ────────────────────── v1.1.0
 Installed TableTraits ───────────────── v1.0.0
 Installed CommonSubexpressions ──────── v0.2.0
 Installed StatsFuns ─────────────────── v0.9.0
 Installed MLLabelUtils ──────────────── v0.5.1
 Installed BinaryProvider ────────────── v0.5.8
 Installed PooledArrays ──────────────── v0.5.2
 Installed Media ─────────────────────── v0.5.0
 Installed TranscodingStreams ────────── v0.9.5
 Installed LLVM ──────────────────────── v1.3.2
 Installed Rmath ─────────────────────── v0.5.1
 Installed Duff ──────────────────────── v0.4.0
 Installed CEnum ─────────────────────── v0.2.0
 Installed InvertedIndices ───────────── v1.0.0
 Installed DiffRules ─────────────────── v0.1.0
 Installed Requires ──────────────────── v0.5.2
 Installed ZipFile ───────────────────── v0.8.3
 Installed NNlib ─────────────────────── v0.6.0
 Installed DataValueInterfaces ───────── v1.0.0
 Installed HypothesisTests ───────────── v0.8.0
 Installed AbstractFFTs ──────────────── v0.4.1
 Installed Combinatorics ─────────────── v0.7.0
 Installed CUDAnative ────────────────── v2.6.0
 Installed Reexport ──────────────────── v0.2.0
 Installed Distributions ─────────────── v0.21.9
 Installed CUDAapi ───────────────────── v2.0.0
 Installed CategoricalArrays ─────────── v0.7.3
 Installed IteratorInterfaceExtensions ─ v1.0.0
 Installed Flux ──────────────────────── v0.10.0
 Installed RecipesBase ───────────────── v0.7.0
 Installed LearnBase ─────────────────── v0.2.2
 Installed DataAPI ───────────────────── v1.1.0
 Installed JSON ──────────────────────── v0.21.0
 Installed PDMats ────────────────────── v0.9.10
 Installed CUDAdrv ───────────────────── v4.0.4
 Installed OrderedCollections ────────── v1.1.0
 Installed Parsers ───────────────────── v0.3.10
 Installed IRTools ───────────────────── v0.3.0
 Installed VersionParsing ────────────── v1.1.3
 Installed TimerOutputs ──────────────── v0.5.3
 Installed JLD2 ──────────────────────── v0.1.9
 Installed SortingAlgorithms ─────────── v0.3.1
 Installed Juno ──────────────────────── v0.7.2
  Updating `~/.julia/environments/v1.3/Project.toml`
  [1d0525e4] + Mill v1.0.0
  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
  [9e28174c] + BinDeps v0.8.10
  [b99e7846] + BinaryProvider v0.5.8
  [fa961155] + CEnum v0.2.0
  [3895d2a7] + CUDAapi v2.0.0
  [c5f51814] + CUDAdrv v4.0.4
  [be33ccc6] + CUDAnative v2.6.0
  [324d7699] + CategoricalArrays v0.7.3
  [944b1d66] + CodecZlib v0.6.0
  [3da002f7] + ColorTypes v0.8.0
  [5ae59095] + Colors v0.9.6
  [861a8166] + Combinatorics v0.7.0
  [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
  [3e2ffa6a] + Duff v0.4.0
  [7a1cc6ca] + FFTW v1.0.1
  [5789e2e9] + FileIO v1.1.0
  [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
  [09f84164] + HypothesisTests v0.8.0
  [7869d1d1] + IRTools v0.3.0
  [41ab1584] + InvertedIndices v1.0.0
  [82899510] + IteratorInterfaceExtensions v1.0.0
  [033835bb] + JLD2 v0.1.9
  [682c06a0] + JSON v0.21.0
  [e5e0dc1b] + Juno v0.7.2
  [929cbde3] + LLVM v1.3.2
  [7f8f8fb0] + LearnBase v0.2.2
  [9920b226] + MLDataPattern v0.5.0
  [66a33bbf] + MLLabelUtils v0.5.1
  [1914dd2f] + MacroTools v0.5.2
  [dbb5928d] + MappedArrays v0.2.2
  [e89f7d12] + Media v0.5.0
  [1d0525e4] + Mill v1.0.0
  [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
  [f27b6e38] + Polynomials v0.6.0
  [2dfb63ee] + PooledArrays v0.5.2
  [1fd47b50] + QuadGK v2.1.1
  [3cdcf5f2] + RecipesBase v0.7.0
  [189a3867] + Reexport v0.2.0
  [ae029012] + Requires v0.5.2
  [79098fc4] + Rmath v0.5.1
  [f2b01f46] + Roots v0.8.3
  [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
  [3bb67fe8] + TranscodingStreams v0.9.5
  [30578b45] + URIParser v0.4.0
  [81def892] + VersionParsing v1.1.3
  [a5390f91] + ZipFile v0.8.3
  [e88e6eb3] + Zygote v0.4.1
  [700de1a5] + ZygoteRules v0.2.0
  [2a0f44e3] + Base64 
  [ade2ca70] + Dates 
  [8bb1440f] + DelimitedFiles 
  [8ba89e20] + Distributed 
  [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 Mill
 Resolving package versions...
 Installed BenchmarkTools ─ v0.4.3
  Updating `/tmp/jl_enRIuk/Project.toml`
  [6e4b80f9] + BenchmarkTools v0.4.3
  [1d0525e4] + Mill v1.0.0
  Updating `/tmp/jl_enRIuk/Manifest.toml`
  [6e4b80f9] + BenchmarkTools v0.4.3
[ Info: Running Sandbox
    Status `/tmp/jl_enRIuk/Project.toml`
  [6e4b80f9] BenchmarkTools v0.4.3
  [861a8166] Combinatorics v0.7.0
  [a93c6f00] DataFrames v0.19.4
  [587475ba] Flux v0.10.0
  [7f8f8fb0] LearnBase v0.2.2
  [1d0525e4] Mill v1.0.0
  [9a3f8284] Random 
  [2f01184e] SparseArrays 
  [8dfed614] Test 
[ Info: CUDAdrv.jl failed to initialize, GPU functionality unavailable (set JULIA_CUDA_SILENT or JULIA_CUDA_VERBOSE to silence or expand this message)
Test Summary: | Pass  Total
creating bags |    1      1
Test Summary: | Pass  Total
testing nobs  |    9      9
Test Summary:                   | Pass  Total
testing ArrayNode hcat and vcat |    6      6
Test Summary:        | Pass  Total
testing BagNode hcat |   25     25
Test Summary:                | Pass  Total
testing WeightedBagNode hcat |   24     24
Test Summary:                           | Pass  Total
testing hierarchical hcat on tree nodes |   15     15
Test Summary:            | Pass  Total
testing BagNode indexing |   22     22
Test Summary:                    | Pass  Total
testing WeightedBagNode indexing |   20     20
Test Summary:               | Pass  Total
testing nested ragged array |    6      6
Test Summary:    | Pass  Total
testing TreeNode |   10     10
Test Summary:    | Pass  Total
testing sparsify |    3      3
Test Summary:                | Pass  Total
testing sparsify and mapdata |    3      3
Test Summary:               | Pass  Total
testing simple matrix model |    3      3
Test Summary:                    | Pass  Total
testing simple aggregation model |    3      3
Test Summary:               | Pass  Total
testing simple tuple models |   13     13
Test Summary:            | Pass  Total
testing nested bag model |    7      7
Test Summary:                                       | Pass  Total
testing catobs & getindex operations missing values |   20     20
Test Summary:                                                    | Pass  Total
testing catobs & getindex operations missing values for weighted |   16     16
Test Summary:                           | Pass  Total
testing model operations missing values |   11     11
Test Summary:                   | Pass  Total
basic aggregation functionality |    6      6
Test Summary:        | Pass  Total
matrix functionality |    1      1
Test Summary:       | Pass  Total
pnorm functionality |   50     50
Test Summary:     | Pass  Total
lse functionality |   30     30
Test Summary:           | Pass  Total
lse numerical stability |    6      6
Test Summary:  | Pass  Total
missing values |    8      8
Test Summary:                       | Pass  Total
aggregation grad check w.r.t. input |  450    450
Test Summary:                            | Pass  Total
aggregation grad check w.r.t. agg params |  750    750
Test Summary:                            | Pass  Total
derivative w.r.t weights in aggregations |   60     60
Test Summary:                              | Pass  Total
model aggregation grad check w.r.t. inputs |   20     20
Test Summary:                                       | Pass  Total
model aggregation grad check w.r.t. inputs weighted |   12     12
Test Summary:                              | Pass  Total
model aggregation grad check w.r.t. params |   20     20
Test Summary:                                       | Pass  Total
model aggregation grad check w.r.t. params weighted |   12     12
Test Summary:             | Pass  Total
testing convolution shift |    4      4
Test Summary:                       | Pass  Total
testing matvec and vecvec products  |    8      8
Test Summary:                          | Pass  Total
testing forward convolution & gradient |   14     14
Test Summary:           | Pass  Total
testing the convolution |   18     18
Test Summary:                          | Pass  Total
testing convolution with ScatteredBags |   11     11
Test Summary:             | Pass  Total
testing convolution layer |   12     12
Test Summary: | Pass  Total
Constructors  |   17     17
Test Summary: | Pass  Total
bags()        |    4      4
Test Summary: | Pass  Total
length2bags   |    5      5
Test Summary: | Pass  Total
aligned hcat  |   17     17
Test Summary:  | Pass  Total
scattered hcat |   17     17
Test Summary:                      | Pass  Total
testing remapping for aligned bags |   10     10
Test Summary:                        | Pass  Total
testing remapping for scattered bags |   22     22
WARNING: using BenchmarkTools.params in module Main conflicts with an existing identifier.
Test Summary: | Pass  Total
ngrams        |   31     31
Benchmarking multiplication
A * B::NGramMatrix (This should be the fastest)
  2.029 ms (2002 allocations: 671.95 KiB)
A * string2ngrams(s, 3, size(A, 2))
  496.051 ms (3013 allocations: 16.38 MiB)
A * sparse(string2ngrams(s, 3, size(A, 2)))
  11.952 ms (3014 allocations: 16.57 MiB)
A * C where C = sparse(string2ngrams(s, 3, size(A, 2)));  3.692 ms (2 allocations: 625.08 KiB)
   Testing Mill tests passed