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Results with Julia v1.2.0
Testing was successful .
Last evaluation was ago and took 19 minutes, 39 seconds.
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Resolving package versions...
Installed Missings ───────────── v0.4.3
Installed DataAPI ────────────── v1.1.0
Installed PDMats ─────────────── v0.9.10
Installed AbstractFFTs ───────── v0.5.0
Installed CommonSubexpressions ─ v0.2.0
Installed BinaryProvider ─────── v0.5.8
Installed StatsBase ──────────── v0.32.0
Installed Stheno ─────────────── v0.5.0
Installed Conda ──────────────── v1.3.0
Installed Requires ───────────── v0.5.2
Installed StatsFuns ──────────── v0.9.0
Installed URIParser ──────────── v0.4.0
Installed Reexport ───────────── v0.2.0
Installed IRTools ────────────── v0.3.0
Installed Zygote ─────────────── v0.4.1
Installed BlockArrays ────────── v0.10.2
Installed TimerOutputs ───────── v0.5.3
Installed OrderedCollections ─── v1.1.0
Installed Compat ─────────────── v2.2.0
Installed Rmath ──────────────── v0.5.1
Installed ForwardDiff ────────── v0.10.7
Installed RecipesBase ────────── v0.7.0
Installed NNlib ──────────────── v0.6.0
Installed DataStructures ─────── v0.17.6
Installed Parsers ────────────── v0.3.10
Installed Distributions ──────── v0.21.9
Installed FillArrays ─────────── v0.8.2
Installed DiffRules ──────────── v0.1.0
Installed JSON ───────────────── v0.21.0
Installed StaticArrays ───────── v0.12.1
Installed NaNMath ────────────── v0.3.3
Installed DiffResults ────────── v0.0.4
Installed SortingAlgorithms ──── v0.3.1
Installed QuadGK ─────────────── v2.1.1
Installed VersionParsing ─────── v1.1.3
Installed MacroTools ─────────── v0.5.2
Installed FFTW ───────────────── v1.1.0
Installed SpecialFunctions ───── v0.8.0
Installed Distances ──────────── v0.8.2
Installed ZygoteRules ────────── v0.2.0
Installed BinDeps ────────────── v0.8.10
Installed Arpack ─────────────── v0.3.1
Updating `~/.julia/environments/v1.2/Project.toml`
[8188c328] + Stheno v0.5.0
Updating `~/.julia/environments/v1.2/Manifest.toml`
[621f4979] + AbstractFFTs v0.5.0
[7d9fca2a] + Arpack v0.3.1
[9e28174c] + BinDeps v0.8.10
[b99e7846] + BinaryProvider v0.5.8
[8e7c35d0] + BlockArrays v0.10.2
[bbf7d656] + CommonSubexpressions v0.2.0
[34da2185] + Compat v2.2.0
[8f4d0f93] + Conda v1.3.0
[9a962f9c] + DataAPI v1.1.0
[864edb3b] + DataStructures v0.17.6
[163ba53b] + DiffResults v0.0.4
[b552c78f] + DiffRules v0.1.0
[b4f34e82] + Distances v0.8.2
[31c24e10] + Distributions v0.21.9
[7a1cc6ca] + FFTW v1.1.0
[1a297f60] + FillArrays v0.8.2
[f6369f11] + ForwardDiff v0.10.7
[7869d1d1] + IRTools v0.3.0
[682c06a0] + JSON v0.21.0
[1914dd2f] + MacroTools v0.5.2
[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
[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
[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
[8188c328] + Stheno v0.5.0
[a759f4b9] + TimerOutputs v0.5.3
[30578b45] + URIParser v0.4.0
[81def892] + VersionParsing v1.1.3
[e88e6eb3] + Zygote v0.4.1
[700de1a5] + ZygoteRules v0.2.0
[2a0f44e3] + Base64
[ade2ca70] + Dates
[8bb1440f] + DelimitedFiles
[8ba89e20] + Distributed
[b77e0a4c] + InteractiveUtils
[76f85450] + LibGit2
[8f399da3] + Libdl
[37e2e46d] + LinearAlgebra
[56ddb016] + Logging
[d6f4376e] + Markdown
[a63ad114] + Mmap
[44cfe95a] + Pkg
[de0858da] + Printf
[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 FFTW ────────────→ `~/.julia/packages/FFTW/loJ3F/deps/build.log`
Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
Building Arpack ──────────→ `~/.julia/packages/Arpack/cu5By/deps/build.log`
Testing Stheno
Resolving package versions...
Installed FiniteDifferences ─ v0.9.0
Status `/tmp/jl_TKaKXS/Manifest.toml`
[621f4979] AbstractFFTs v0.5.0
[7d9fca2a] Arpack v0.3.1
[9e28174c] BinDeps v0.8.10
[b99e7846] BinaryProvider v0.5.8
[8e7c35d0] BlockArrays v0.10.2
[bbf7d656] CommonSubexpressions v0.2.0
[34da2185] Compat v2.2.0
[8f4d0f93] Conda v1.3.0
[9a962f9c] DataAPI v1.1.0
[864edb3b] DataStructures v0.17.6
[163ba53b] DiffResults v0.0.4
[b552c78f] DiffRules v0.1.0
[b4f34e82] Distances v0.8.2
[31c24e10] Distributions v0.21.9
[7a1cc6ca] FFTW v1.1.0
[1a297f60] FillArrays v0.8.2
[26cc04aa] FiniteDifferences v0.9.0
[f6369f11] ForwardDiff v0.10.7
[7869d1d1] IRTools v0.3.0
[682c06a0] JSON v0.21.0
[1914dd2f] MacroTools v0.5.2
[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
[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
[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
[8188c328] Stheno v0.5.0
[a759f4b9] TimerOutputs v0.5.3
[30578b45] URIParser v0.4.0
[81def892] VersionParsing v1.1.3
[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`]
[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`]
[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`]
util:
gp:
composite:
abstract_gp:
Test Summary: | Pass Broken Total
Stheno | 2760 4 2764
──────────────────────────────────────────────────────────────────────────────
Time Allocations
────────────────────── ───────────────────────
Tot / % measured: 854s / 99.0% 48.3GiB / 100%
Section ncalls time %tot avg alloc %tot avg
──────────────────────────────────────────────────────────────────────────────
composite 1 306s 36.2% 306s 15.5GiB 32.2% 15.5GiB
addition 1 92.2s 10.9% 92.2s 3.77GiB 7.84% 3.77GiB
Standardised T... 1 41.8s 4.94% 41.8s 2.08GiB 4.33% 2.08GiB
adj_fd 9 13.0s 1.53% 1.44s 1.37GiB 2.86% 156MiB
adj_ad 9 5.63s 0.67% 625ms 181MiB 0.37% 20.1MiB
Standardised T... 1 36.0s 4.26% 36.0s 1.32GiB 2.75% 1.32GiB
adj_fd 9 10.1s 1.20% 1.12s 638MiB 1.30% 70.9MiB
adj_ad 9 5.03s 0.59% 559ms 166MiB 0.34% 18.5MiB
Correlated GPs 1 12.6s 1.49% 12.6s 294MiB 0.60% 294MiB
Consistency ... 1 6.22s 0.74% 6.22s 105MiB 0.21% 105MiB
Verify mean / ... 1 1.79s 0.21% 1.79s 79.1MiB 0.16% 79.1MiB
Consistency ... 1 564ms 0.07% 564ms 14.5MiB 0.03% 14.5MiB
conditioning 1 77.7s 9.19% 77.7s 6.56GiB 13.7% 6.56GiB
Diff Tests 1 67.4s 7.97% 67.4s 6.29GiB 13.1% 6.29GiB
adj_fd 9 37.3s 4.41% 4.15s 5.19GiB 10.8% 590MiB
adj_ad 9 9.71s 1.15% 1.08s 388MiB 0.79% 43.1MiB
Consistency Tests 1 3.91s 0.46% 3.91s 115MiB 0.23% 115MiB
condition once 1 2.52s 0.30% 2.52s 84.7MiB 0.17% 84.7MiB
Conditioning w... 1 2.03s 0.24% 2.03s 26.8MiB 0.05% 26.8MiB
condition repe... 1 1.17s 0.14% 1.17s 31.2MiB 0.06% 31.2MiB
Observation 1 668ms 0.08% 668ms 22.0MiB 0.04% 22.0MiB
product 1 69.0s 8.16% 69.0s 2.74GiB 5.69% 2.74GiB
multiply by fu... 1 41.6s 4.92% 41.6s 1.68GiB 3.49% 1.68GiB
Diff Tests 1 28.7s 3.39% 28.7s 1.16GiB 2.42% 1.16GiB
adj_fd 9 10.0s 1.18% 1.11s 513MiB 1.04% 57.0MiB
adj_ad 9 5.66s 0.67% 628ms 211MiB 0.43% 23.4MiB
Consistency ... 1 2.23s 0.26% 2.23s 103MiB 0.21% 103MiB
multiply by co... 1 27.4s 3.24% 27.4s 1.06GiB 2.20% 1.06GiB
Diff Tests 1 22.8s 2.70% 22.8s 0.95GiB 1.97% 0.95GiB
adj_fd 9 10.8s 1.27% 1.20s 527MiB 1.07% 58.5MiB
adj_ad 9 3.22s 0.38% 358ms 122MiB 0.25% 13.6MiB
Consistency ... 1 1.41s 0.17% 1.41s 38.6MiB 0.08% 38.6MiB
GP mul errors 1 17.1ms 0.00% 17.1ms 103KiB 0.00% 103KiB
compose 1 42.5s 5.02% 42.5s 1.57GiB 3.27% 1.57GiB
general 1 26.1s 3.08% 26.1s 0.94GiB 1.95% 0.94GiB
Diff Tests 1 23.2s 2.75% 23.2s 894MiB 1.82% 894MiB
adj_fd 9 10.9s 1.29% 1.21s 535MiB 1.09% 59.5MiB
adj_ad 9 4.36s 0.52% 484ms 139MiB 0.28% 15.4MiB
Consistency ... 1 1.97s 0.23% 1.97s 43.7MiB 0.09% 43.7MiB
Stretch 1 14.9s 1.76% 14.9s 594MiB 1.21% 594MiB
scalar stretch 1 14.7s 1.74% 14.7s 588MiB 1.20% 588MiB
scalar input 1 14.6s 1.73% 14.6s 586MiB 1.19% 586MiB
adj_fd 9 10.7s 1.27% 1.19s 474MiB 0.96% 52.7MiB
adj_ad 9 752ms 0.09% 83.5ms 21.6MiB 0.04% 2.40MiB
vector input 1 84.7ms 0.01% 84.7ms 1.85MiB 0.00% 1.85MiB
Vector stretch 1 107ms 0.01% 107ms 2.92MiB 0.01% 2.92MiB
Matrix stretch 1 73.8ms 0.01% 73.8ms 2.39MiB 0.00% 2.39MiB
Shift 1 1.19s 0.14% 1.19s 46.0MiB 0.09% 46.0MiB
Shift{Float64} 1 745ms 0.09% 745ms 30.2MiB 0.06% 30.2MiB
Shift{Vector... 1 448ms 0.05% 448ms 15.7MiB 0.03% 15.7MiB
Select 1 305ms 0.04% 305ms 7.02MiB 0.01% 7.02MiB
cross 1 15.6s 1.85% 15.6s 649MiB 1.32% 649MiB
Correctness tests 1 14.3s 1.69% 14.3s 621MiB 1.26% 621MiB
rand, logpdf... 1 7.13s 0.84% 7.13s 345MiB 0.70% 345MiB
Standardised T... 1 1.36s 0.16% 1.36s 27.7MiB 0.06% 27.7MiB
finites_to_block 1 596μs 0.00% 596μs 43.2KiB 0.00% 43.2KiB
Titsias 1 6.59s 0.78% 6.59s 187MiB 0.38% 187MiB
optimal_q (mul... 1 3.17s 0.38% 3.17s 131MiB 0.27% 131MiB
multiple con... 1 955ms 0.11% 955ms 38.8MiB 0.08% 38.8MiB
single cond,... 1 923ms 0.11% 923ms 42.1MiB 0.09% 42.1MiB
optimal_q (sin... 1 2.15s 0.25% 2.15s 27.8MiB 0.06% 27.8MiB
Dense 1 1.16s 0.14% 1.16s 12.3MiB 0.03% 12.3MiB
σ² 1 646ms 0.08% 646ms 14.4MiB 0.03% 14.4MiB
σ² = 0.01 1 593ms 0.07% 593ms 14.1MiB 0.03% 14.1MiB
σ² = 0.1 1 23.4ms 0.00% 23.4ms 70.7KiB 0.00% 70.7KiB
σ² = 1.0 1 15.2ms 0.00% 15.2ms 70.7KiB 0.00% 70.7KiB
σ² = 10.0 1 10.8ms 0.00% 10.8ms 70.7KiB 0.00% 70.7KiB
Diagonal 1 340ms 0.04% 340ms 1.13MiB 0.00% 1.13MiB
Consistency Tests 1 1.16s 0.14% 1.16s 26.0MiB 0.05% 26.0MiB
accuracy tests 1 119ms 0.01% 119ms 1.87MiB 0.00% 1.87MiB
Standardised... 1 716μs 0.00% 716μs 111KiB 0.00% 111KiB
Dense Obs.... 1 105μs 0.00% 105μs 21.4KiB 0.00% 21.4KiB
Diagonal O... 1 101μs 0.00% 101μs 21.4KiB 0.00% 21.4KiB
BlockDiago... 1 92.6μs 0.00% 92.6μs 21.4KiB 0.00% 21.4KiB
Isotropic ... 1 88.7μs 0.00% 88.7μs 21.4KiB 0.00% 21.4KiB
indexing 1 524ms 0.06% 524ms 19.9MiB 0.04% 19.9MiB
(Symmetric) Ma... 1 398ms 0.05% 398ms 18.2MiB 0.04% 18.2MiB
Vector-valued ... 1 59.6ms 0.01% 59.6ms 131KiB 0.00% 131KiB
no noise 1 54.0ms 0.01% 54.0ms 1.49MiB 0.00% 1.49MiB
Real-valued noise 1 12.1ms 0.00% 12.1ms 58.2KiB 0.00% 58.2KiB
gp 1 277s 32.8% 277s 12.4GiB 25.9% 12.4GiB
kernel 1 266s 31.4% 266s 11.9GiB 24.8% 11.9GiB
base kernels 1 266s 31.4% 266s 11.9GiB 24.8% 11.9GiB
Stretched 1 46.8s 5.53% 46.8s 1.75GiB 3.65% 1.75GiB
Convenienc... 1 23.5s 2.78% 23.5s 830MiB 1.69% 830MiB
adj_fd 32 10.0s 1.18% 312ms 451MiB 0.92% 14.1MiB
adj_ad 32 2.26s 0.27% 70.7ms 55.2MiB 0.11% 1.72MiB
Scalar a 1 11.8s 1.39% 11.8s 467MiB 0.95% 467MiB
adj_fd 8 6.49s 0.77% 811ms 281MiB 0.57% 35.2MiB
adj_ad 8 212ms 0.03% 26.5ms 8.15MiB 0.02% 1.02MiB
Vector a 1 6.13s 0.73% 6.13s 261MiB 0.53% 261MiB
adj_fd 4 2.82s 0.33% 705ms 149MiB 0.30% 37.3MiB
adj_ad 4 267ms 0.03% 66.7ms 4.06MiB 0.01% 1.02MiB
Matrix a 1 5.35s 0.63% 5.35s 236MiB 0.48% 236MiB
adj_fd 4 3.24s 0.38% 809ms 146MiB 0.30% 36.6MiB
adj_ad 4 198ms 0.02% 49.6ms 3.84MiB 0.01% 0.96MiB
Poly 1 37.0s 4.38% 37.0s 1.56GiB 3.25% 1.56GiB
adj_fd 24 18.1s 2.14% 753ms 807MiB 1.64% 33.6MiB
adj_ad 24 3.31s 0.39% 138ms 119MiB 0.24% 4.98MiB
RQ 1 24.9s 2.94% 24.9s 1.18GiB 2.46% 1.18GiB
α=1.0 1 12.9s 1.52% 12.9s 571MiB 1.16% 571MiB
adj_fd 8 6.12s 0.72% 765ms 273MiB 0.55% 34.1MiB
adj_ad 8 1.01s 0.12% 126ms 27.4MiB 0.06% 3.43MiB
single-input 1 6.27s 0.74% 6.27s 328MiB 0.67% 328MiB
adj_fd 4 5.23s 0.62% 1.31s 292MiB 0.59% 73.0MiB
adj_ad 4 127ms 0.02% 31.8ms 4.06MiB 0.01% 1.01MiB
multi-input 1 5.37s 0.63% 5.37s 251MiB 0.51% 251MiB
adj_fd 4 4.83s 0.57% 1.21s 241MiB 0.49% 60.1MiB
adj_ad 4 89.2ms 0.01% 22.3ms 2.39MiB 0.00% 613KiB
α=100.0 1 191ms 0.02% 191ms 31.4MiB 0.06% 31.4MiB
adj_fd 8 186ms 0.02% 23.3ms 31.1MiB 0.06% 3.89MiB
adj_ad 8 1.08ms 0.00% 135μs 41.6KiB 0.00% 5.21KiB
α=1.5 1 173ms 0.02% 173ms 31.4MiB 0.06% 31.4MiB
adj_fd 8 148ms 0.02% 18.5ms 31.1MiB 0.06% 3.89MiB
adj_ad 8 1.09ms 0.00% 136μs 41.6KiB 0.00% 5.21KiB
PerEQ 1 19.0s 2.25% 19.0s 1.02GiB 2.12% 1.02GiB
adj_ad 4 6.00s 0.71% 1.50s 324MiB 0.66% 81.0MiB
adj_fd 4 2.54s 0.30% 636ms 128MiB 0.26% 32.0MiB
GammaExp 1 14.5s 1.71% 14.5s 661MiB 1.34% 661MiB
adj_fd 24 6.54s 0.77% 272ms 358MiB 0.73% 14.9MiB
adj_ad 24 1.53s 0.18% 63.6ms 25.0MiB 0.05% 1.04MiB
EQ 1 13.3s 1.58% 13.3s 626MiB 1.27% 626MiB
adj_fd 8 5.71s 0.68% 714ms 273MiB 0.56% 34.2MiB
adj_ad 8 1.60s 0.19% 201ms 33.3MiB 0.07% 4.17MiB
Matern52 1 12.9s 1.53% 12.9s 651MiB 1.32% 651MiB
adj_fd 8 5.76s 0.68% 720ms 279MiB 0.57% 34.9MiB
adj_ad 8 966ms 0.11% 121ms 62.1MiB 0.13% 7.77MiB
Linear 1 12.7s 1.50% 12.7s 633MiB 1.29% 633MiB
adj_fd 8 5.21s 0.62% 651ms 262MiB 0.53% 32.7MiB
adj_ad 8 881ms 0.10% 110ms 2.30MiB 0.00% 294KiB
Scaled 1 12.4s 1.47% 12.4s 536MiB 1.09% 536MiB
adj_fd 9 6.93s 0.82% 771ms 321MiB 0.65% 35.7MiB
adj_ad 9 773ms 0.09% 85.9ms 27.3MiB 0.06% 3.04MiB
Exp 1 11.5s 1.36% 11.5s 489MiB 0.99% 489MiB
adj_fd 8 5.89s 0.70% 736ms 279MiB 0.57% 34.9MiB
adj_ad 8 1.09s 0.13% 136ms 11.6MiB 0.02% 1.44MiB
Matern32 1 11.1s 1.31% 11.1s 559MiB 1.14% 559MiB
adj_fd 8 5.65s 0.67% 706ms 279MiB 0.57% 34.9MiB
adj_ad 8 769ms 0.09% 96.2ms 18.9MiB 0.04% 2.36MiB
Product 1 10.6s 1.26% 10.6s 472MiB 0.96% 472MiB
adj_fd 8 6.06s 0.72% 757ms 306MiB 0.62% 38.3MiB
adj_ad 8 158ms 0.02% 19.8ms 5.31MiB 0.01% 680KiB
ZeroKernel 1 10.1s 1.20% 10.1s 502MiB 1.02% 502MiB
adj_fd 8 4.99s 0.59% 623ms 260MiB 0.53% 32.5MiB
adj_ad 8 141μs 0.00% 17.6μs 1.75KiB 0.00% 224B
Sum 1 9.67s 1.14% 9.67s 476MiB 0.97% 476MiB
adj_fd 8 5.85s 0.69% 731ms 306MiB 0.62% 38.3MiB
adj_ad 8 208ms 0.02% 26.0ms 4.71MiB 0.01% 603KiB
ConstKernel 1 8.60s 1.02% 8.60s 428MiB 0.87% 428MiB
adj_fd 8 5.34s 0.63% 668ms 260MiB 0.53% 32.5MiB
adj_ad 8 87.2ms 0.01% 10.9ms 106KiB 0.00% 13.2KiB
OneKernel 1 7.52s 0.89% 7.52s 397MiB 0.81% 397MiB
adj_fd 8 5.00s 0.59% 625ms 260MiB 0.53% 32.5MiB
adj_ad 8 130μs 0.00% 16.2μs 1.75KiB 0.00% 224B
precomputed 1 987ms 0.12% 987ms 24.6MiB 0.05% 24.6MiB
WienerVelocity 1 756ms 0.09% 756ms 32.3MiB 0.07% 32.3MiB
Wiener 1 743ms 0.09% 743ms 30.0MiB 0.06% 30.0MiB
Noise 1 295ms 0.03% 295ms 18.0MiB 0.04% 18.0MiB
(is)zero 1 5.59ms 0.00% 5.59ms 257KiB 0.00% 257KiB
mean 1 9.55s 1.13% 9.55s 522MiB 1.06% 522MiB
CustomMean 1 3.36s 0.40% 3.36s 176MiB 0.36% 176MiB
adj_ad 1 1.25s 0.15% 1.25s 69.4MiB 0.14% 69.4MiB
adj_fd 1 498ms 0.06% 498ms 22.9MiB 0.05% 22.9MiB
ConstMean 1 2.21s 0.26% 2.21s 121MiB 0.25% 121MiB
adj_fd 2 1.07s 0.13% 534ms 44.9MiB 0.09% 22.4MiB
adj_ad 2 33.8ms 0.00% 16.9ms 34.3KiB 0.00% 17.2KiB
ZeroMean 1 2.19s 0.26% 2.19s 117MiB 0.24% 117MiB
adj_fd 2 1.14s 0.14% 571ms 44.8MiB 0.09% 22.4MiB
adj_ad 2 48.2μs 0.00% 24.1μs 448B 0.00% 224B
OneMean 1 1.78s 0.21% 1.78s 107MiB 0.22% 107MiB
adj_fd 2 1.00s 0.12% 502ms 44.8MiB 0.09% 22.4MiB
adj_ad 2 39.6μs 0.00% 19.8μs 448B 0.00% 224B
(is)zero 1 17.3ms 0.00% 17.3ms 295KiB 0.00% 295KiB
gp 1 386ms 0.05% 386ms 8.61MiB 0.02% 8.61MiB
GP 1 189ms 0.02% 189ms 5.73MiB 0.01% 5.73MiB
independent GPs 1 67.1ms 0.01% 67.1ms 837KiB 0.00% 837KiB
sugar 1 39.0ms 0.00% 39.0ms 1.19MiB 0.00% 1.19MiB
reversed const... 1 32.8ms 0.00% 32.8ms 868KiB 0.00% 868KiB
util 1 212s 25.0% 212s 18.5GiB 38.4% 18.5GiB
BlockDiagonal 1 79.9s 9.45% 79.9s 3.23GiB 6.72% 3.23GiB
Matrix 1 31.5s 3.73% 31.5s 1.37GiB 2.86% 1.37GiB
Diagonal{T, <:... 1 13.3s 1.57% 13.3s 864MiB 1.76% 864MiB
cholesky 1 10.9s 1.29% 10.9s 723MiB 1.47% 723MiB
adj_fd 3 5.10s 0.60% 1.70s 400MiB 0.81% 133MiB
adj_ad 3 1.30s 0.15% 434ms 78.4MiB 0.16% 26.1MiB
TriangularBloc... 1 10.8s 1.28% 10.8s 238MiB 0.48% 238MiB
BlockDiagonal ... 1 9.45s 1.12% 9.45s 192MiB 0.39% 192MiB
Symmetric 1 4.51s 0.53% 4.51s 214MiB 0.43% 214MiB
ldiv(BlockDiag... 1 2.90s 0.34% 2.90s 92.1MiB 0.19% 92.1MiB
transpose 1 1.42s 0.17% 1.42s 75.7MiB 0.15% 75.7MiB
ldiv(BlockDiag... 1 1.00s 0.12% 1.00s 41.0MiB 0.08% 41.0MiB
adjoint(Triang... 1 983ms 0.12% 983ms 28.1MiB 0.06% 28.1MiB
adjoint 1 941ms 0.11% 941ms 35.3MiB 0.07% 35.3MiB
BlockDiagonal ... 1 853ms 0.10% 853ms 31.6MiB 0.06% 31.6MiB
BlockDiagonal ... 1 721ms 0.09% 721ms 33.3MiB 0.07% 33.3MiB
Negation 1 678ms 0.08% 678ms 19.0MiB 0.04% 19.0MiB
UpperTriangular 1 456ms 0.05% 456ms 11.3MiB 0.02% 11.3MiB
tr_At_A 1 428ms 0.05% 428ms 24.9MiB 0.05% 24.9MiB
dense 1 53.6s 6.34% 53.6s 11.6GiB 24.1% 11.6GiB
adj_fd 2 44.6s 5.27% 22.3s 11.1GiB 23.2% 5.57GiB
adj_ad 2 115ms 0.01% 57.5ms 731KiB 0.00% 365KiB
zygote_rules 1 42.4s 5.01% 42.4s 2.08GiB 4.32% 2.08GiB
Cholesky (getp... 1 26.0s 3.08% 26.0s 1.19GiB 2.49% 1.19GiB
adj_fd 4 4.11s 0.49% 1.03s 220MiB 0.45% 55.1MiB
adj_ad 4 983ms 0.12% 246ms 43.3MiB 0.09% 10.8MiB
pairwise(::Euc... 1 4.64s 0.55% 4.64s 221MiB 0.45% 221MiB
adj_ad 1 1.24s 0.15% 1.24s 70.2MiB 0.14% 70.2MiB
adj_fd 1 1.19s 0.14% 1.19s 62.2MiB 0.13% 62.2MiB
Diagonal 1 3.90s 0.46% 3.90s 233MiB 0.47% 233MiB
adj_fd 2 1.77s 0.21% 885ms 115MiB 0.23% 57.3MiB
adj_ad 2 434ms 0.05% 217ms 25.6MiB 0.05% 12.8MiB
pairwise(::Euc... 1 2.98s 0.35% 2.98s 158MiB 0.32% 158MiB
adj_ad 1 1.26s 0.15% 1.26s 91.7MiB 0.19% 91.7MiB
adj_fd 1 1.22s 0.14% 1.22s 44.4MiB 0.09% 44.4MiB
colwise(::Eucl... 1 2.92s 0.35% 2.92s 180MiB 0.37% 180MiB
adj_fd 1 956ms 0.11% 956ms 59.3MiB 0.12% 59.3MiB
adj_ad 1 565ms 0.07% 565ms 41.8MiB 0.08% 41.8MiB
broadcast 1 1.88s 0.22% 1.88s 111MiB 0.23% 111MiB
- 1 945ms 0.11% 945ms 50.6MiB 0.10% 50.6MiB
adj_fd 1 755ms 0.09% 755ms 38.9MiB 0.08% 38.9MiB
adj_ad 1 42.8ms 0.01% 42.8ms 2.11MiB 0.00% 2.11MiB
exp 1 935ms 0.11% 935ms 60.7MiB 0.12% 60.7MiB
adj_fd 1 640ms 0.08% 640ms 38.9MiB 0.08% 38.9MiB
adj_ad 1 137ms 0.02% 137ms 11.7MiB 0.02% 11.7MiB
adj_fd 16 11.1s 1.31% 692ms 527MiB 1.07% 33.0MiB
abstract_data_set 1 5.29s 0.63% 5.29s 212MiB 0.43% 212MiB
BlockData 1 3.58s 0.42% 3.58s 140MiB 0.29% 140MiB
ColVecs 1 1.70s 0.20% 1.70s 71.8MiB 0.15% 71.8MiB
cholesky 1 4.54s 0.54% 4.54s 233MiB 0.47% 233MiB
tr_At_A 1 1.13s 0.13% 1.13s 68.8MiB 0.14% 68.8MiB
adj_fd 1 682ms 0.08% 682ms 38.6MiB 0.08% 38.6MiB
adj_ad 1 147ms 0.02% 147ms 13.4MiB 0.03% 13.4MiB
adj_ad 16 799ms 0.09% 49.9ms 39.7MiB 0.08% 2.48MiB
abstract_gp 1 50.7s 5.99% 50.7s 1.67GiB 3.47% 1.67GiB
adj_fd 11 17.7s 2.09% 1.61s 689MiB 1.40% 62.7MiB
adj_ad 11 13.6s 1.61% 1.24s 395MiB 0.80% 35.9MiB
────────────────────────────────────────────────────────────────────────────── Testing Stheno tests passed
Results with Julia v1.3.0
Testing was successful .
Last evaluation was ago and took 18 minutes, 23 seconds.
Click here to download the log file.
Click here to show the log contents.
Resolving package versions...
Installed URIParser ──────────── v0.4.0
Installed SortingAlgorithms ──── v0.3.1
Installed DiffResults ────────── v0.0.4
Installed Arpack ─────────────── v0.3.1
Installed NNlib ──────────────── v0.6.0
Installed DataStructures ─────── v0.17.6
Installed StaticArrays ───────── v0.12.1
Installed Stheno ─────────────── v0.5.0
Installed QuadGK ─────────────── v2.1.1
Installed BinaryProvider ─────── v0.5.8
Installed FFTW ───────────────── v1.1.0
Installed Compat ─────────────── v2.2.0
Installed Parsers ────────────── v0.3.10
Installed StatsFuns ──────────── v0.9.0
Installed Missings ───────────── v0.4.3
Installed Distributions ──────── v0.21.9
Installed SpecialFunctions ───── v0.8.0
Installed Rmath ──────────────── v0.5.1
Installed OrderedCollections ─── v1.1.0
Installed MacroTools ─────────── v0.5.2
Installed BlockArrays ────────── v0.10.2
Installed JSON ───────────────── v0.21.0
Installed TimerOutputs ───────── v0.5.3
Installed Distances ──────────── v0.8.2
Installed CommonSubexpressions ─ v0.2.0
Installed BinDeps ────────────── v0.8.10
Installed RecipesBase ────────── v0.7.0
Installed DataAPI ────────────── v1.1.0
Installed ForwardDiff ────────── v0.10.7
Installed NaNMath ────────────── v0.3.3
Installed IRTools ────────────── v0.3.0
Installed VersionParsing ─────── v1.1.3
Installed Zygote ─────────────── v0.4.1
Installed Conda ──────────────── v1.3.0
Installed DiffRules ──────────── v0.1.0
Installed Requires ───────────── v0.5.2
Installed PDMats ─────────────── v0.9.10
Installed FillArrays ─────────── v0.8.2
Installed Reexport ───────────── v0.2.0
Installed AbstractFFTs ───────── v0.5.0
Installed ZygoteRules ────────── v0.2.0
Installed StatsBase ──────────── v0.32.0
Updating `~/.julia/environments/v1.3/Project.toml`
[8188c328] + Stheno v0.5.0
Updating `~/.julia/environments/v1.3/Manifest.toml`
[621f4979] + AbstractFFTs v0.5.0
[7d9fca2a] + Arpack v0.3.1
[9e28174c] + BinDeps v0.8.10
[b99e7846] + BinaryProvider v0.5.8
[8e7c35d0] + BlockArrays v0.10.2
[bbf7d656] + CommonSubexpressions v0.2.0
[34da2185] + Compat v2.2.0
[8f4d0f93] + Conda v1.3.0
[9a962f9c] + DataAPI v1.1.0
[864edb3b] + DataStructures v0.17.6
[163ba53b] + DiffResults v0.0.4
[b552c78f] + DiffRules v0.1.0
[b4f34e82] + Distances v0.8.2
[31c24e10] + Distributions v0.21.9
[7a1cc6ca] + FFTW v1.1.0
[1a297f60] + FillArrays v0.8.2
[f6369f11] + ForwardDiff v0.10.7
[7869d1d1] + IRTools v0.3.0
[682c06a0] + JSON v0.21.0
[1914dd2f] + MacroTools v0.5.2
[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
[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
[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
[8188c328] + Stheno v0.5.0
[a759f4b9] + TimerOutputs v0.5.3
[30578b45] + URIParser v0.4.0
[81def892] + VersionParsing v1.1.3
[e88e6eb3] + Zygote v0.4.1
[700de1a5] + ZygoteRules v0.2.0
[2a0f44e3] + Base64
[ade2ca70] + Dates
[8bb1440f] + DelimitedFiles
[8ba89e20] + Distributed
[b77e0a4c] + InteractiveUtils
[76f85450] + LibGit2
[8f399da3] + Libdl
[37e2e46d] + LinearAlgebra
[56ddb016] + Logging
[d6f4376e] + Markdown
[a63ad114] + Mmap
[44cfe95a] + Pkg
[de0858da] + Printf
[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/loJ3F/deps/build.log`
Building Rmath ───────────→ `~/.julia/packages/Rmath/4wt82/deps/build.log`
Building SpecialFunctions → `~/.julia/packages/SpecialFunctions/ne2iw/deps/build.log`
Testing Stheno
Resolving package versions...
Installed FiniteDifferences ─ v0.9.0
Status `/tmp/jl_pPs9of/Manifest.toml`
[621f4979] AbstractFFTs v0.5.0
[7d9fca2a] Arpack v0.3.1
[9e28174c] BinDeps v0.8.10
[b99e7846] BinaryProvider v0.5.8
[8e7c35d0] BlockArrays v0.10.2
[bbf7d656] CommonSubexpressions v0.2.0
[34da2185] Compat v2.2.0
[8f4d0f93] Conda v1.3.0
[9a962f9c] DataAPI v1.1.0
[864edb3b] DataStructures v0.17.6
[163ba53b] DiffResults v0.0.4
[b552c78f] DiffRules v0.1.0
[b4f34e82] Distances v0.8.2
[31c24e10] Distributions v0.21.9
[7a1cc6ca] FFTW v1.1.0
[1a297f60] FillArrays v0.8.2
[26cc04aa] FiniteDifferences v0.9.0
[f6369f11] ForwardDiff v0.10.7
[7869d1d1] IRTools v0.3.0
[682c06a0] JSON v0.21.0
[1914dd2f] MacroTools v0.5.2
[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
[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
[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
[8188c328] Stheno v0.5.0
[a759f4b9] TimerOutputs v0.5.3
[30578b45] URIParser v0.4.0
[81def892] VersionParsing v1.1.3
[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`]
[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`]
[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`]
util:
gp:
composite:
abstract_gp:
Test Summary: | Pass Broken Total
Stheno | 2760 4 2764
──────────────────────────────────────────────────────────────────────────────
Time Allocations
────────────────────── ───────────────────────
Tot / % measured: 802s / 99.0% 45.7GiB / 99.5%
Section ncalls time %tot avg alloc %tot avg
──────────────────────────────────────────────────────────────────────────────
composite 1 276s 34.8% 276s 14.7GiB 32.2% 14.7GiB
addition 1 84.1s 10.6% 84.1s 3.49GiB 7.68% 3.49GiB
Standardised T... 1 38.0s 4.79% 38.0s 1.95GiB 4.29% 1.95GiB
adj_fd 9 10.2s 1.29% 1.14s 1.25GiB 2.75% 142MiB
adj_ad 9 5.83s 0.73% 648ms 183MiB 0.39% 20.3MiB
Standardised T... 1 33.1s 4.17% 33.1s 1.19GiB 2.62% 1.19GiB
adj_fd 9 7.51s 0.95% 835ms 507MiB 1.09% 56.3MiB
adj_ad 9 5.19s 0.65% 576ms 166MiB 0.36% 18.5MiB
Correlated GPs 1 11.1s 1.40% 11.1s 290MiB 0.62% 290MiB
Consistency ... 1 4.80s 0.60% 4.80s 102MiB 0.22% 102MiB
Verify mean / ... 1 1.86s 0.23% 1.86s 69.7MiB 0.15% 69.7MiB
Consistency ... 1 569ms 0.07% 569ms 14.6MiB 0.03% 14.6MiB
conditioning 1 72.6s 9.14% 72.6s 6.37GiB 14.0% 6.37GiB
Diff Tests 1 64.0s 8.06% 64.0s 6.10GiB 13.4% 6.10GiB
adj_fd 9 34.9s 4.40% 3.88s 5.05GiB 11.1% 574MiB
adj_ad 9 8.66s 1.09% 962ms 358MiB 0.77% 39.8MiB
Consistency Tests 1 3.63s 0.46% 3.63s 114MiB 0.25% 114MiB
condition once 1 2.09s 0.26% 2.09s 85.4MiB 0.18% 85.4MiB
Conditioning w... 1 1.29s 0.16% 1.29s 29.5MiB 0.06% 29.5MiB
condition repe... 1 1.08s 0.14% 1.08s 26.6MiB 0.06% 26.6MiB
Observation 1 485ms 0.06% 485ms 21.1MiB 0.05% 21.1MiB
product 1 62.4s 7.86% 62.4s 2.50GiB 5.50% 2.50GiB
multiply by fu... 1 38.8s 4.89% 38.8s 1.53GiB 3.37% 1.53GiB
Diff Tests 1 26.2s 3.30% 26.2s 1.04GiB 2.29% 1.04GiB
adj_fd 9 8.65s 1.09% 961ms 386MiB 0.83% 42.8MiB
adj_ad 9 5.22s 0.66% 580ms 198MiB 0.42% 22.0MiB
Consistency ... 1 2.21s 0.28% 2.21s 99.3MiB 0.21% 99.3MiB
multiply by co... 1 23.6s 2.97% 23.6s 0.97GiB 2.13% 0.97GiB
Diff Tests 1 19.2s 2.42% 19.2s 883MiB 1.90% 883MiB
adj_fd 9 7.68s 0.97% 853ms 397MiB 0.85% 44.2MiB
adj_ad 9 2.74s 0.35% 305ms 123MiB 0.26% 13.6MiB
Consistency ... 1 1.17s 0.15% 1.17s 36.8MiB 0.08% 36.8MiB
GP mul errors 1 18.8ms 0.00% 18.8ms 103KiB 0.00% 103KiB
compose 1 36.1s 4.55% 36.1s 1.31GiB 2.88% 1.31GiB
general 1 23.3s 2.94% 23.3s 828MiB 1.78% 828MiB
Diff Tests 1 20.8s 2.62% 20.8s 763MiB 1.64% 763MiB
adj_fd 9 8.00s 1.01% 889ms 407MiB 0.87% 45.3MiB
adj_ad 9 4.53s 0.57% 504ms 137MiB 0.30% 15.3MiB
Consistency ... 1 1.78s 0.22% 1.78s 42.5MiB 0.09% 42.5MiB
Stretch 1 11.6s 1.46% 11.6s 463MiB 1.00% 463MiB
scalar stretch 1 11.4s 1.44% 11.4s 458MiB 0.98% 458MiB
scalar input 1 11.3s 1.42% 11.3s 456MiB 0.98% 456MiB
adj_fd 9 7.62s 0.96% 847ms 349MiB 0.75% 38.7MiB
adj_ad 9 720ms 0.09% 80.1ms 21.2MiB 0.05% 2.36MiB
vector input 1 99.4ms 0.01% 99.4ms 1.84MiB 0.00% 1.84MiB
Vector stretch 1 87.3ms 0.01% 87.3ms 2.87MiB 0.01% 2.87MiB
Matrix stretch 1 64.2ms 0.01% 64.2ms 2.34MiB 0.01% 2.34MiB
Shift 1 961ms 0.12% 961ms 41.9MiB 0.09% 41.9MiB
Shift{Float64} 1 571ms 0.07% 571ms 26.7MiB 0.06% 26.7MiB
Shift{Vector... 1 390ms 0.05% 390ms 15.2MiB 0.03% 15.2MiB
Select 1 239ms 0.03% 239ms 7.08MiB 0.02% 7.08MiB
cross 1 12.8s 1.61% 12.8s 659MiB 1.42% 659MiB
Correctness tests 1 11.9s 1.50% 11.9s 632MiB 1.36% 632MiB
rand, logpdf... 1 5.44s 0.69% 5.44s 354MiB 0.76% 354MiB
Standardised T... 1 900ms 0.11% 900ms 27.5MiB 0.06% 27.5MiB
finites_to_block 1 516μs 0.00% 516μs 44.6KiB 0.00% 44.6KiB
Titsias 1 6.09s 0.77% 6.09s 312MiB 0.67% 312MiB
optimal_q (mul... 1 3.70s 0.47% 3.70s 254MiB 0.54% 254MiB
single cond,... 1 2.19s 0.28% 2.19s 186MiB 0.40% 186MiB
multiple con... 1 660ms 0.08% 660ms 20.6MiB 0.04% 20.6MiB
optimal_q (sin... 1 1.24s 0.16% 1.24s 28.4MiB 0.06% 28.4MiB
Dense 1 632ms 0.08% 632ms 12.6MiB 0.03% 12.6MiB
σ² 1 355ms 0.04% 355ms 14.2MiB 0.03% 14.2MiB
σ² = 0.01 1 331ms 0.04% 331ms 14.0MiB 0.03% 14.0MiB
σ² = 0.1 1 14.8ms 0.00% 14.8ms 70.7KiB 0.00% 70.7KiB
σ² = 1.0 1 5.54ms 0.00% 5.54ms 70.7KiB 0.00% 70.7KiB
σ² = 10.0 1 3.91ms 0.00% 3.91ms 70.7KiB 0.00% 70.7KiB
Diagonal 1 253ms 0.03% 253ms 1.57MiB 0.00% 1.57MiB
Consistency Tests 1 1.08s 0.14% 1.08s 28.2MiB 0.06% 28.2MiB
accuracy tests 1 64.6ms 0.01% 64.6ms 1.71MiB 0.00% 1.71MiB
Standardised... 1 609μs 0.00% 609μs 111KiB 0.00% 111KiB
Dense Obs.... 1 106μs 0.00% 106μs 21.5KiB 0.00% 21.5KiB
Diagonal O... 1 92.5μs 0.00% 92.5μs 21.4KiB 0.00% 21.4KiB
Isotropic ... 1 84.2μs 0.00% 84.2μs 21.4KiB 0.00% 21.4KiB
BlockDiago... 1 83.3μs 0.00% 83.3μs 21.4KiB 0.00% 21.4KiB
indexing 1 461ms 0.06% 461ms 21.1MiB 0.05% 21.1MiB
(Symmetric) Ma... 1 347ms 0.04% 347ms 19.6MiB 0.04% 19.6MiB
no noise 1 55.1ms 0.01% 55.1ms 1.35MiB 0.00% 1.35MiB
Vector-valued ... 1 46.7ms 0.01% 46.7ms 119KiB 0.00% 119KiB
Real-valued noise 1 11.8ms 0.00% 11.8ms 58.2KiB 0.00% 58.2KiB
gp 1 253s 31.9% 253s 10.8GiB 23.8% 10.8GiB
kernel 1 242s 30.4% 242s 10.4GiB 22.8% 10.4GiB
base kernels 1 242s 30.4% 242s 10.4GiB 22.8% 10.4GiB
Stretched 1 37.1s 4.68% 37.1s 1.46GiB 3.22% 1.46GiB
Convenienc... 1 18.3s 2.30% 18.3s 700MiB 1.50% 700MiB
adj_fd 32 7.50s 0.94% 234ms 337MiB 0.72% 10.5MiB
adj_ad 32 1.97s 0.25% 61.6ms 57.6MiB 0.12% 1.80MiB
Scalar a 1 9.02s 1.14% 9.02s 386MiB 0.83% 386MiB
adj_fd 8 4.75s 0.60% 594ms 205MiB 0.44% 25.6MiB
adj_ad 8 156ms 0.02% 19.6ms 8.12MiB 0.02% 1.01MiB
Vector a 1 5.15s 0.65% 5.15s 219MiB 0.47% 219MiB
adj_fd 4 2.37s 0.30% 593ms 111MiB 0.24% 27.8MiB
adj_ad 4 275ms 0.03% 68.8ms 3.68MiB 0.01% 942KiB
Matrix a 1 4.67s 0.59% 4.67s 195MiB 0.42% 195MiB
adj_fd 4 2.54s 0.32% 636ms 108MiB 0.23% 27.0MiB
adj_ad 4 140ms 0.02% 35.0ms 3.85MiB 0.01% 0.96MiB
Poly 1 33.1s 4.17% 33.1s 1.30GiB 2.87% 1.30GiB
adj_fd 24 15.1s 1.91% 630ms 578MiB 1.24% 24.1MiB
adj_ad 24 3.23s 0.41% 135ms 114MiB 0.24% 4.75MiB
RQ 1 24.7s 3.11% 24.7s 1.28GiB 2.82% 1.28GiB
α=1.0 1 11.2s 1.41% 11.2s 488MiB 1.05% 488MiB
adj_fd 8 4.67s 0.59% 584ms 197MiB 0.42% 24.6MiB
adj_ad 8 1.03s 0.13% 128ms 28.2MiB 0.06% 3.52MiB
single-input 1 9.11s 1.15% 9.11s 554MiB 1.19% 554MiB
adj_fd 4 7.95s 1.00% 1.99s 515MiB 1.11% 129MiB
adj_ad 4 139ms 0.02% 34.7ms 4.56MiB 0.01% 1.14MiB
multi-input 1 3.97s 0.50% 3.97s 208MiB 0.45% 208MiB
adj_fd 4 3.43s 0.43% 858ms 197MiB 0.42% 49.2MiB
adj_ad 4 82.0ms 0.01% 20.5ms 2.43MiB 0.01% 623KiB
α=100.0 1 194ms 0.02% 194ms 31.4MiB 0.07% 31.4MiB
adj_fd 8 190ms 0.02% 23.7ms 31.1MiB 0.07% 3.89MiB
adj_ad 8 1.18ms 0.00% 148μs 41.6KiB 0.00% 5.21KiB
α=1.5 1 192ms 0.02% 192ms 31.4MiB 0.07% 31.4MiB
adj_fd 8 188ms 0.02% 23.5ms 31.1MiB 0.07% 3.89MiB
adj_ad 8 942μs 0.00% 118μs 41.6KiB 0.00% 5.21KiB
PerEQ 1 20.7s 2.61% 20.7s 0.96GiB 2.10% 0.96GiB
adj_ad 4 7.10s 0.89% 1.78s 318MiB 0.68% 79.6MiB
adj_fd 4 2.81s 0.35% 703ms 89.9MiB 0.19% 22.5MiB
GammaExp 1 14.2s 1.78% 14.2s 579MiB 1.24% 579MiB
adj_fd 24 5.51s 0.69% 230ms 282MiB 0.61% 11.7MiB
adj_ad 24 1.73s 0.22% 72.1ms 25.5MiB 0.05% 1.06MiB
EQ 1 12.6s 1.58% 12.6s 538MiB 1.16% 538MiB
adj_fd 8 5.00s 0.63% 626ms 198MiB 0.42% 24.7MiB
adj_ad 8 1.49s 0.19% 186ms 32.8MiB 0.07% 4.10MiB
Matern52 1 11.4s 1.44% 11.4s 561MiB 1.21% 561MiB
adj_fd 8 4.82s 0.61% 602ms 203MiB 0.44% 25.3MiB
adj_ad 8 773ms 0.10% 96.6ms 58.5MiB 0.13% 7.31MiB
Linear 1 11.2s 1.41% 11.2s 524MiB 1.12% 524MiB
adj_fd 8 4.75s 0.60% 594ms 186MiB 0.40% 23.2MiB
adj_ad 8 841ms 0.11% 105ms 2.31MiB 0.00% 296KiB
Exp 1 10.9s 1.37% 10.9s 402MiB 0.86% 402MiB
adj_fd 8 4.96s 0.62% 620ms 203MiB 0.44% 25.4MiB
adj_ad 8 1.05s 0.13% 131ms 9.23MiB 0.02% 1.15MiB
Scaled 1 10.5s 1.32% 10.5s 440MiB 0.94% 440MiB
adj_fd 9 5.46s 0.69% 607ms 233MiB 0.50% 25.9MiB
adj_ad 9 646ms 0.08% 71.8ms 26.1MiB 0.06% 2.90MiB
Matern32 1 9.64s 1.21% 9.64s 484MiB 1.04% 484MiB
adj_fd 8 4.33s 0.55% 541ms 203MiB 0.44% 25.3MiB
adj_ad 8 631ms 0.08% 78.8ms 20.4MiB 0.04% 2.55MiB
ZeroKernel 1 9.54s 1.20% 9.54s 410MiB 0.88% 410MiB
adj_fd 8 4.79s 0.60% 598ms 184MiB 0.39% 23.0MiB
adj_ad 8 143μs 0.00% 17.8μs 1.75KiB 0.00% 224B
Product 1 9.14s 1.15% 9.14s 390MiB 0.84% 390MiB
adj_fd 8 4.88s 0.62% 611ms 230MiB 0.49% 28.8MiB
adj_ad 8 139ms 0.02% 17.4ms 5.28MiB 0.01% 676KiB
Sum 1 9.06s 1.14% 9.06s 398MiB 0.85% 398MiB
adj_fd 8 5.27s 0.66% 659ms 230MiB 0.49% 28.8MiB
adj_ad 8 214ms 0.03% 26.7ms 4.68MiB 0.01% 600KiB
ConstKernel 1 8.10s 1.02% 8.10s 344MiB 0.74% 344MiB
adj_fd 8 4.89s 0.62% 611ms 185MiB 0.40% 23.1MiB
adj_ad 8 96.4ms 0.01% 12.1ms 106KiB 0.00% 13.2KiB
OneKernel 1 7.14s 0.90% 7.14s 315MiB 0.68% 315MiB
adj_fd 8 4.49s 0.57% 562ms 184MiB 0.39% 23.0MiB
adj_ad 8 143μs 0.00% 17.9μs 1.75KiB 0.00% 224B
precomputed 1 763ms 0.10% 763ms 24.8MiB 0.05% 24.8MiB
Wiener 1 698ms 0.09% 698ms 28.3MiB 0.06% 28.3MiB
WienerVelocity 1 638ms 0.08% 638ms 30.6MiB 0.07% 30.6MiB
Noise 1 297ms 0.04% 297ms 18.0MiB 0.04% 18.0MiB
(is)zero 1 5.67ms 0.00% 5.67ms 259KiB 0.00% 259KiB
mean 1 9.66s 1.22% 9.66s 434MiB 0.93% 434MiB
CustomMean 1 3.20s 0.40% 3.20s 148MiB 0.32% 148MiB
adj_ad 1 1.05s 0.13% 1.05s 53.7MiB 0.12% 53.7MiB
adj_fd 1 506ms 0.06% 506ms 15.0MiB 0.03% 15.0MiB
ConstMean 1 2.24s 0.28% 2.24s 101MiB 0.22% 101MiB
adj_fd 2 1.09s 0.14% 545ms 29.0MiB 0.06% 14.5MiB
adj_ad 2 33.1ms 0.00% 16.5ms 34.3KiB 0.00% 17.2KiB
ZeroMean 1 2.18s 0.27% 2.18s 98.3MiB 0.21% 98.3MiB
adj_fd 2 1.04s 0.13% 518ms 29.0MiB 0.06% 14.5MiB
adj_ad 2 56.0μs 0.00% 28.0μs 448B 0.00% 224B
OneMean 1 2.03s 0.26% 2.03s 86.7MiB 0.19% 86.7MiB
adj_fd 2 1.04s 0.13% 519ms 29.0MiB 0.06% 14.5MiB
adj_ad 2 34.1μs 0.00% 17.1μs 448B 0.00% 224B
(is)zero 1 14.6ms 0.00% 14.6ms 296KiB 0.00% 296KiB
gp 1 338ms 0.04% 338ms 8.48MiB 0.02% 8.48MiB
GP 1 193ms 0.02% 193ms 5.64MiB 0.01% 5.64MiB
independent GPs 1 61.8ms 0.01% 61.8ms 763KiB 0.00% 763KiB
sugar 1 45.2ms 0.01% 45.2ms 1.21MiB 0.00% 1.21MiB
reversed const... 1 37.5ms 0.00% 37.5ms 876KiB 0.00% 876KiB
util 1 218s 27.5% 218s 18.5GiB 40.7% 18.5GiB
BlockDiagonal 1 83.7s 10.5% 83.7s 3.45GiB 7.58% 3.45GiB
Matrix 1 33.7s 4.24% 33.7s 1.40GiB 3.09% 1.40GiB
Diagonal{T, <:... 1 12.7s 1.59% 12.7s 845MiB 1.81% 845MiB
cholesky 1 10.3s 1.30% 10.3s 696MiB 1.50% 696MiB
adj_fd 3 4.57s 0.58% 1.52s 383MiB 0.82% 128MiB
adj_ad 3 1.30s 0.16% 435ms 76.0MiB 0.16% 25.3MiB
TriangularBloc... 1 12.5s 1.57% 12.5s 386MiB 0.83% 386MiB
BlockDiagonal ... 1 10.6s 1.34% 10.6s 275MiB 0.59% 275MiB
Symmetric 1 4.22s 0.53% 4.22s 205MiB 0.44% 205MiB
ldiv(BlockDiag... 1 2.96s 0.37% 2.96s 94.9MiB 0.20% 94.9MiB
transpose 1 1.33s 0.17% 1.33s 72.4MiB 0.16% 72.4MiB
ldiv(BlockDiag... 1 963ms 0.12% 963ms 37.8MiB 0.08% 37.8MiB
adjoint 1 926ms 0.12% 926ms 35.0MiB 0.08% 35.0MiB
adjoint(Triang... 1 923ms 0.12% 923ms 26.8MiB 0.06% 26.8MiB
BlockDiagonal ... 1 856ms 0.11% 856ms 30.9MiB 0.07% 30.9MiB
BlockDiagonal ... 1 636ms 0.08% 636ms 31.8MiB 0.07% 31.8MiB
Negation 1 619ms 0.08% 619ms 18.6MiB 0.04% 18.6MiB
tr_At_A 1 438ms 0.06% 438ms 22.8MiB 0.05% 22.8MiB
UpperTriangular 1 366ms 0.05% 366ms 11.1MiB 0.02% 11.1MiB
dense 1 57.7s 7.26% 57.7s 11.6GiB 25.5% 11.6GiB
adj_fd 2 48.5s 6.11% 24.2s 11.1GiB 24.4% 5.56GiB
adj_ad 2 26.2ms 0.00% 13.1ms 731KiB 0.00% 366KiB
zygote_rules 1 42.7s 5.37% 42.7s 2.08GiB 4.57% 2.08GiB
Cholesky (getp... 1 25.5s 3.21% 25.5s 1.20GiB 2.64% 1.20GiB
adj_fd 4 4.06s 0.51% 1.01s 172MiB 0.37% 43.0MiB
adj_ad 4 844ms 0.11% 211ms 42.2MiB 0.09% 10.6MiB
pairwise(::Euc... 1 5.69s 0.72% 5.69s 289MiB 0.62% 289MiB
adj_ad 1 2.42s 0.30% 2.42s 154MiB 0.33% 154MiB
adj_fd 1 1.11s 0.14% 1.11s 49.2MiB 0.11% 49.2MiB
Diagonal 1 3.68s 0.46% 3.68s 214MiB 0.46% 214MiB
adj_fd 2 1.43s 0.18% 716ms 89.9MiB 0.19% 44.9MiB
adj_ad 2 432ms 0.05% 216ms 26.4MiB 0.06% 13.2MiB
colwise(::Eucl... 1 3.20s 0.40% 3.20s 170MiB 0.36% 170MiB
adj_fd 1 1.21s 0.15% 1.21s 62.1MiB 0.13% 62.1MiB
adj_ad 1 699ms 0.09% 699ms 40.5MiB 0.09% 40.5MiB
pairwise(::Euc... 1 2.91s 0.37% 2.91s 140MiB 0.30% 140MiB
adj_ad 1 1.52s 0.19% 1.52s 87.1MiB 0.19% 87.1MiB
adj_fd 1 874ms 0.11% 874ms 32.7MiB 0.07% 32.7MiB
broadcast 1 1.70s 0.21% 1.70s 85.0MiB 0.18% 85.0MiB
exp 1 906ms 0.11% 906ms 46.9MiB 0.10% 46.9MiB
adj_fd 1 618ms 0.08% 618ms 27.8MiB 0.06% 27.8MiB
adj_ad 1 137ms 0.02% 137ms 10.3MiB 0.02% 10.3MiB
- 1 791ms 0.10% 791ms 38.1MiB 0.08% 38.1MiB
adj_fd 1 607ms 0.08% 607ms 27.8MiB 0.06% 27.8MiB
adj_ad 1 49.9ms 0.01% 49.9ms 2.08MiB 0.00% 2.08MiB
adj_fd 16 10.3s 1.29% 642ms 371MiB 0.80% 23.2MiB
abstract_data_set 1 4.51s 0.57% 4.51s 206MiB 0.44% 206MiB
BlockData 1 3.00s 0.38% 3.00s 136MiB 0.29% 136MiB
ColVecs 1 1.51s 0.19% 1.51s 69.6MiB 0.15% 69.6MiB
cholesky 1 4.29s 0.54% 4.29s 209MiB 0.45% 209MiB
tr_At_A 1 1.12s 0.14% 1.12s 57.1MiB 0.12% 57.1MiB
adj_fd 1 603ms 0.08% 603ms 27.5MiB 0.06% 27.5MiB
adj_ad 1 195ms 0.02% 195ms 12.4MiB 0.03% 12.4MiB
adj_ad 16 858ms 0.11% 53.6ms 34.1MiB 0.07% 2.13MiB
abstract_gp 1 46.1s 5.80% 46.1s 1.50GiB 3.30% 1.50GiB
adj_fd 11 14.8s 1.86% 1.34s 563MiB 1.21% 51.2MiB
adj_ad 11 11.7s 1.47% 1.06s 353MiB 0.76% 32.1MiB
────────────────────────────────────────────────────────────────────────────── Testing Stheno tests passed
Results with Julia v1.3.1-pre-7704df0a5a
Testing was successful .
Last evaluation was ago and took 17 minutes, 10 seconds.
Click here to download the log file.
Click here to show the log contents.
Resolving package versions...
Installed NaNMath ────────────── v0.3.3
Installed Conda ──────────────── v1.3.0
Installed Compat ─────────────── v2.2.0
Installed QuadGK ─────────────── v2.1.1
Installed DataStructures ─────── v0.17.6
Installed SpecialFunctions ───── v0.8.0
Installed Zygote ─────────────── v0.4.1
Installed Stheno ─────────────── v0.5.0
Installed DiffResults ────────── v0.0.4
Installed MacroTools ─────────── v0.5.2
Installed BinDeps ────────────── v0.8.10
Installed StatsBase ──────────── v0.32.0
Installed ForwardDiff ────────── v0.10.7
Installed FillArrays ─────────── v0.8.2
Installed Arpack ─────────────── v0.3.1
Installed StaticArrays ───────── v0.12.1
Installed Missings ───────────── v0.4.3
Installed FFTW ───────────────── v1.1.0
Installed ZygoteRules ────────── v0.2.0
Installed URIParser ──────────── v0.4.0
Installed CommonSubexpressions ─ v0.2.0
Installed StatsFuns ──────────── v0.9.0
Installed BlockArrays ────────── v0.10.2
Installed Rmath ──────────────── v0.5.1
Installed BinaryProvider ─────── v0.5.8
Installed Requires ───────────── v0.5.2
Installed NNlib ──────────────── v0.6.0
Installed DiffRules ──────────── v0.1.0
Installed AbstractFFTs ───────── v0.5.0
Installed Distances ──────────── v0.8.2
Installed Reexport ───────────── v0.2.0
Installed RecipesBase ────────── v0.7.0
Installed Distributions ──────── v0.21.9
Installed JSON ───────────────── v0.21.0
Installed DataAPI ────────────── v1.1.0
Installed IRTools ────────────── v0.3.0
Installed PDMats ─────────────── v0.9.10
Installed VersionParsing ─────── v1.1.3
Installed OrderedCollections ─── v1.1.0
Installed TimerOutputs ───────── v0.5.3
Installed SortingAlgorithms ──── v0.3.1
Installed Parsers ────────────── v0.3.10
Updating `~/.julia/environments/v1.3/Project.toml`
[8188c328] + Stheno v0.5.0
Updating `~/.julia/environments/v1.3/Manifest.toml`
[621f4979] + AbstractFFTs v0.5.0
[7d9fca2a] + Arpack v0.3.1
[9e28174c] + BinDeps v0.8.10
[b99e7846] + BinaryProvider v0.5.8
[8e7c35d0] + BlockArrays v0.10.2
[bbf7d656] + CommonSubexpressions v0.2.0
[34da2185] + Compat v2.2.0
[8f4d0f93] + Conda v1.3.0
[9a962f9c] + DataAPI v1.1.0
[864edb3b] + DataStructures v0.17.6
[163ba53b] + DiffResults v0.0.4
[b552c78f] + DiffRules v0.1.0
[b4f34e82] + Distances v0.8.2
[31c24e10] + Distributions v0.21.9
[7a1cc6ca] + FFTW v1.1.0
[1a297f60] + FillArrays v0.8.2
[f6369f11] + ForwardDiff v0.10.7
[7869d1d1] + IRTools v0.3.0
[682c06a0] + JSON v0.21.0
[1914dd2f] + MacroTools v0.5.2
[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
[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
[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
[8188c328] + Stheno v0.5.0
[a759f4b9] + TimerOutputs v0.5.3
[30578b45] + URIParser v0.4.0
[81def892] + VersionParsing v1.1.3
[e88e6eb3] + Zygote v0.4.1
[700de1a5] + ZygoteRules v0.2.0
[2a0f44e3] + Base64
[ade2ca70] + Dates
[8bb1440f] + DelimitedFiles
[8ba89e20] + Distributed
[b77e0a4c] + InteractiveUtils
[76f85450] + LibGit2
[8f399da3] + Libdl
[37e2e46d] + LinearAlgebra
[56ddb016] + Logging
[d6f4376e] + Markdown
[a63ad114] + Mmap
[44cfe95a] + Pkg
[de0858da] + Printf
[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/loJ3F/deps/build.log`
Building Rmath ───────────→ `~/.julia/packages/Rmath/4wt82/deps/build.log`
Testing Stheno
Resolving package versions...
Installed FiniteDifferences ─ v0.9.0
Status `/tmp/jl_0fOjuR/Manifest.toml`
[621f4979] AbstractFFTs v0.5.0
[7d9fca2a] Arpack v0.3.1
[9e28174c] BinDeps v0.8.10
[b99e7846] BinaryProvider v0.5.8
[8e7c35d0] BlockArrays v0.10.2
[bbf7d656] CommonSubexpressions v0.2.0
[34da2185] Compat v2.2.0
[8f4d0f93] Conda v1.3.0
[9a962f9c] DataAPI v1.1.0
[864edb3b] DataStructures v0.17.6
[163ba53b] DiffResults v0.0.4
[b552c78f] DiffRules v0.1.0
[b4f34e82] Distances v0.8.2
[31c24e10] Distributions v0.21.9
[7a1cc6ca] FFTW v1.1.0
[1a297f60] FillArrays v0.8.2
[26cc04aa] FiniteDifferences v0.9.0
[f6369f11] ForwardDiff v0.10.7
[7869d1d1] IRTools v0.3.0
[682c06a0] JSON v0.21.0
[1914dd2f] MacroTools v0.5.2
[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
[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
[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
[8188c328] Stheno v0.5.0
[a759f4b9] TimerOutputs v0.5.3
[30578b45] URIParser v0.4.0
[81def892] VersionParsing v1.1.3
[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`]
[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`]
[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`]
util:
gp:
composite:
abstract_gp:
Test Summary: | Pass Broken Total
Stheno | 2760 4 2764
──────────────────────────────────────────────────────────────────────────────
Time Allocations
────────────────────── ───────────────────────
Tot / % measured: 748s / 99.0% 45.6GiB / 99.5%
Section ncalls time %tot avg alloc %tot avg
──────────────────────────────────────────────────────────────────────────────
composite 1 262s 35.4% 262s 14.7GiB 32.3% 14.7GiB
addition 1 80.7s 10.9% 80.7s 3.49GiB 7.70% 3.49GiB
Standardised T... 1 34.4s 4.65% 34.4s 1.95GiB 4.31% 1.95GiB
adj_fd 9 9.15s 1.24% 1.02s 1.25GiB 2.75% 142MiB
adj_ad 9 5.66s 0.77% 629ms 183MiB 0.39% 20.4MiB
Standardised T... 1 33.9s 4.58% 33.9s 1.19GiB 2.62% 1.19GiB
adj_fd 9 7.43s 1.00% 826ms 507MiB 1.09% 56.3MiB
adj_ad 9 4.68s 0.63% 520ms 166MiB 0.36% 18.5MiB
Correlated GPs 1 10.7s 1.44% 10.7s 290MiB 0.62% 290MiB
Consistency ... 1 4.43s 0.60% 4.43s 102MiB 0.22% 102MiB
Verify mean / ... 1 1.80s 0.24% 1.80s 69.7MiB 0.15% 69.7MiB
Consistency ... 1 642ms 0.09% 642ms 14.6MiB 0.03% 14.6MiB
conditioning 1 68.8s 9.30% 68.8s 6.37GiB 14.0% 6.37GiB
Diff Tests 1 61.0s 8.24% 61.0s 6.10GiB 13.4% 6.10GiB
adj_fd 9 33.4s 4.52% 3.72s 5.05GiB 11.1% 574MiB
adj_ad 9 8.39s 1.13% 932ms 358MiB 0.77% 39.8MiB
Consistency Tests 1 3.39s 0.46% 3.39s 113MiB 0.24% 113MiB
condition once 1 1.97s 0.27% 1.97s 84.5MiB 0.18% 84.5MiB
Conditioning w... 1 1.26s 0.17% 1.26s 29.5MiB 0.06% 29.5MiB
condition repe... 1 747ms 0.10% 747ms 26.6MiB 0.06% 26.6MiB
Observation 1 453ms 0.06% 453ms 21.2MiB 0.05% 21.2MiB
product 1 60.1s 8.13% 60.1s 2.50GiB 5.51% 2.50GiB
multiply by fu... 1 37.3s 5.03% 37.3s 1.53GiB 3.38% 1.53GiB
Diff Tests 1 25.1s 3.39% 25.1s 1.04GiB 2.30% 1.04GiB
adj_fd 9 7.90s 1.07% 878ms 386MiB 0.83% 42.9MiB
adj_ad 9 5.07s 0.69% 564ms 197MiB 0.43% 21.9MiB
Consistency ... 1 2.18s 0.29% 2.18s 99.3MiB 0.21% 99.3MiB
multiply by co... 1 22.9s 3.09% 22.9s 0.97GiB 2.13% 0.97GiB
Diff Tests 1 18.5s 2.49% 18.5s 884MiB 1.90% 884MiB
adj_fd 9 7.47s 1.01% 830ms 399MiB 0.86% 44.3MiB
adj_ad 9 2.75s 0.37% 306ms 122MiB 0.26% 13.6MiB
Consistency ... 1 1.48s 0.20% 1.48s 36.8MiB 0.08% 36.8MiB
GP mul errors 1 14.0ms 0.00% 14.0ms 103KiB 0.00% 103KiB
compose 1 31.3s 4.23% 31.3s 1.31GiB 2.89% 1.31GiB
general 1 21.1s 2.85% 21.1s 830MiB 1.79% 830MiB
Diff Tests 1 18.7s 2.53% 18.7s 765MiB 1.65% 765MiB
adj_fd 9 7.31s 0.99% 813ms 410MiB 0.88% 45.5MiB
adj_ad 9 3.90s 0.53% 433ms 136MiB 0.29% 15.1MiB
Consistency ... 1 1.66s 0.22% 1.66s 42.5MiB 0.09% 42.5MiB
Stretch 1 9.35s 1.26% 9.35s 463MiB 1.00% 463MiB
scalar stretch 1 9.24s 1.25% 9.24s 457MiB 0.98% 457MiB
scalar input 1 9.13s 1.23% 9.13s 455MiB 0.98% 455MiB
adj_fd 9 5.96s 0.81% 663ms 348MiB 0.75% 38.7MiB
adj_ad 9 614ms 0.08% 68.3ms 21.2MiB 0.05% 2.36MiB
vector input 1 68.8ms 0.01% 68.8ms 1.84MiB 0.00% 1.84MiB
Vector stretch 1 66.1ms 0.01% 66.1ms 2.87MiB 0.01% 2.87MiB
Matrix stretch 1 50.7ms 0.01% 50.7ms 2.35MiB 0.01% 2.35MiB
Shift 1 728ms 0.10% 728ms 42.0MiB 0.09% 42.0MiB
Shift{Float64} 1 454ms 0.06% 454ms 26.7MiB 0.06% 26.7MiB
Shift{Vector... 1 274ms 0.04% 274ms 15.3MiB 0.03% 15.3MiB
Select 1 167ms 0.02% 167ms 7.08MiB 0.02% 7.08MiB
cross 1 12.6s 1.70% 12.6s 658MiB 1.42% 658MiB
Correctness tests 1 11.6s 1.57% 11.6s 630MiB 1.36% 630MiB
rand, logpdf... 1 5.64s 0.76% 5.64s 353MiB 0.76% 353MiB
Standardised T... 1 966ms 0.13% 966ms 27.5MiB 0.06% 27.5MiB
finites_to_block 1 545μs 0.00% 545μs 44.6KiB 0.00% 44.6KiB
Titsias 1 6.11s 0.83% 6.11s 313MiB 0.67% 313MiB
optimal_q (mul... 1 3.69s 0.50% 3.69s 254MiB 0.55% 254MiB
single cond,... 1 2.08s 0.28% 2.08s 186MiB 0.40% 186MiB
multiple con... 1 620ms 0.08% 620ms 21.0MiB 0.05% 21.0MiB
optimal_q (sin... 1 1.36s 0.18% 1.36s 28.4MiB 0.06% 28.4MiB
Dense 1 628ms 0.08% 628ms 12.6MiB 0.03% 12.6MiB
σ² 1 586ms 0.08% 586ms 14.2MiB 0.03% 14.2MiB
σ² = 0.01 1 520ms 0.07% 520ms 14.0MiB 0.03% 14.0MiB
σ² = 0.1 1 50.0ms 0.01% 50.0ms 70.7KiB 0.00% 70.7KiB
σ² = 1.0 1 8.40ms 0.00% 8.40ms 70.7KiB 0.00% 70.7KiB
σ² = 10.0 1 7.44ms 0.00% 7.44ms 70.7KiB 0.00% 70.7KiB
Diagonal 1 148ms 0.02% 148ms 1.57MiB 0.00% 1.57MiB
Consistency Tests 1 995ms 0.13% 995ms 28.3MiB 0.06% 28.3MiB
accuracy tests 1 58.9ms 0.01% 58.9ms 1.71MiB 0.00% 1.71MiB
Standardised... 1 648μs 0.00% 648μs 111KiB 0.00% 111KiB
Dense Obs.... 1 119μs 0.00% 119μs 21.5KiB 0.00% 21.5KiB
Diagonal O... 1 91.1μs 0.00% 91.1μs 21.4KiB 0.00% 21.4KiB
Isotropic ... 1 87.0μs 0.00% 87.0μs 21.4KiB 0.00% 21.4KiB
BlockDiago... 1 86.0μs 0.00% 86.0μs 21.4KiB 0.00% 21.4KiB
indexing 1 410ms 0.06% 410ms 21.1MiB 0.05% 21.1MiB
(Symmetric) Ma... 1 319ms 0.04% 319ms 19.6MiB 0.04% 19.6MiB
no noise 1 46.1ms 0.01% 46.1ms 1.35MiB 0.00% 1.35MiB
Vector-valued ... 1 35.5ms 0.00% 35.5ms 119KiB 0.00% 119KiB
Real-valued noise 1 9.41ms 0.00% 9.41ms 58.2KiB 0.00% 58.2KiB
gp 1 240s 32.4% 240s 10.8GiB 23.8% 10.8GiB
kernel 1 229s 31.0% 229s 10.4GiB 22.9% 10.4GiB
base kernels 1 229s 31.0% 229s 10.4GiB 22.9% 10.4GiB
Stretched 1 35.7s 4.83% 35.7s 1.46GiB 3.23% 1.46GiB
Convenienc... 1 17.4s 2.35% 17.4s 700MiB 1.51% 700MiB
adj_fd 32 6.97s 0.94% 218ms 337MiB 0.73% 10.5MiB
adj_ad 32 1.85s 0.25% 57.8ms 57.4MiB 0.12% 1.79MiB
Scalar a 1 8.81s 1.19% 8.81s 385MiB 0.83% 385MiB
adj_fd 8 4.63s 0.63% 579ms 205MiB 0.44% 25.6MiB
adj_ad 8 151ms 0.02% 18.8ms 8.12MiB 0.02% 1.02MiB
Vector a 1 5.09s 0.69% 5.09s 219MiB 0.47% 219MiB
adj_fd 4 2.29s 0.31% 573ms 111MiB 0.24% 27.8MiB
adj_ad 4 319ms 0.04% 79.7ms 3.68MiB 0.01% 942KiB
Matrix a 1 4.43s 0.60% 4.43s 195MiB 0.42% 195MiB
adj_fd 4 2.61s 0.35% 653ms 108MiB 0.23% 27.0MiB
adj_ad 4 136ms 0.02% 34.0ms 3.86MiB 0.01% 0.97MiB
Poly 1 31.7s 4.28% 31.7s 1.30GiB 2.87% 1.30GiB
adj_fd 24 14.2s 1.92% 593ms 578MiB 1.25% 24.1MiB
adj_ad 24 3.09s 0.42% 129ms 114MiB 0.25% 4.75MiB
RQ 1 24.1s 3.26% 24.1s 1.28GiB 2.83% 1.28GiB
α=1.0 1 11.2s 1.51% 11.2s 488MiB 1.05% 488MiB
adj_fd 8 4.65s 0.63% 581ms 197MiB 0.42% 24.6MiB
adj_ad 8 1.03s 0.14% 128ms 28.2MiB 0.06% 3.52MiB
single-input 1 8.54s 1.15% 8.54s 554MiB 1.19% 554MiB
adj_fd 4 7.37s 1.00% 1.84s 515MiB 1.11% 129MiB
adj_ad 4 139ms 0.02% 34.6ms 4.56MiB 0.01% 1.14MiB
multi-input 1 4.05s 0.55% 4.05s 208MiB 0.45% 208MiB
adj_fd 4 3.52s 0.48% 881ms 197MiB 0.42% 49.2MiB
adj_ad 4 82.4ms 0.01% 20.6ms 2.44MiB 0.01% 624KiB
α=1.5 1 169ms 0.02% 169ms 31.4MiB 0.07% 31.4MiB
adj_fd 8 165ms 0.02% 20.6ms 31.1MiB 0.07% 3.89MiB
adj_ad 8 1.09ms 0.00% 136μs 41.6KiB 0.00% 5.21KiB
α=100.0 1 156ms 0.02% 156ms 31.4MiB 0.07% 31.4MiB
adj_fd 8 152ms 0.02% 19.0ms 31.1MiB 0.07% 3.89MiB
adj_ad 8 1.10ms 0.00% 138μs 41.6KiB 0.00% 5.21KiB
PerEQ 1 19.0s 2.57% 19.0s 0.96GiB 2.11% 0.96GiB
adj_ad 4 6.01s 0.81% 1.50s 318MiB 0.68% 79.5MiB
adj_fd 4 2.48s 0.34% 621ms 89.9MiB 0.19% 22.5MiB
GammaExp 1 12.7s 1.72% 12.7s 580MiB 1.25% 580MiB
adj_fd 24 5.01s 0.68% 209ms 282MiB 0.61% 11.8MiB
adj_ad 24 1.47s 0.20% 61.2ms 26.4MiB 0.06% 1.10MiB
EQ 1 11.7s 1.58% 11.7s 537MiB 1.16% 537MiB
adj_fd 8 4.56s 0.62% 570ms 197MiB 0.42% 24.7MiB
adj_ad 8 1.40s 0.19% 175ms 32.9MiB 0.07% 4.11MiB
Matern52 1 11.3s 1.52% 11.3s 561MiB 1.21% 561MiB
adj_fd 8 4.88s 0.66% 610ms 203MiB 0.44% 25.3MiB
adj_ad 8 825ms 0.11% 103ms 58.5MiB 0.13% 7.31MiB
Linear 1 10.6s 1.44% 10.6s 523MiB 1.13% 523MiB
adj_fd 8 4.53s 0.61% 567ms 185MiB 0.40% 23.2MiB
adj_ad 8 782ms 0.11% 97.7ms 2.31MiB 0.00% 296KiB
Scaled 1 10.2s 1.38% 10.2s 440MiB 0.95% 440MiB
adj_fd 9 5.35s 0.72% 595ms 233MiB 0.50% 25.9MiB
adj_ad 9 608ms 0.08% 67.6ms 26.1MiB 0.06% 2.90MiB
ZeroKernel 1 10.0s 1.35% 10.0s 410MiB 0.88% 410MiB
adj_fd 8 5.06s 0.68% 632ms 184MiB 0.40% 23.0MiB
adj_ad 8 192μs 0.00% 24.0μs 1.75KiB 0.00% 224B
Matern32 1 9.53s 1.29% 9.53s 484MiB 1.04% 484MiB
adj_fd 8 4.53s 0.61% 566ms 203MiB 0.44% 25.4MiB
adj_ad 8 572ms 0.08% 71.5ms 20.5MiB 0.04% 2.56MiB
Exp 1 9.09s 1.23% 9.09s 401MiB 0.86% 401MiB
adj_fd 8 4.21s 0.57% 527ms 203MiB 0.44% 25.4MiB
adj_ad 8 887ms 0.12% 111ms 9.21MiB 0.02% 1.15MiB
Product 1 8.82s 1.19% 8.82s 390MiB 0.84% 390MiB
adj_fd 8 4.81s 0.65% 602ms 230MiB 0.50% 28.8MiB
adj_ad 8 129ms 0.02% 16.1ms 5.28MiB 0.01% 676KiB
Sum 1 8.28s 1.12% 8.28s 399MiB 0.86% 399MiB
adj_fd 8 4.74s 0.64% 592ms 230MiB 0.50% 28.8MiB
adj_ad 8 169ms 0.02% 21.2ms 4.69MiB 0.01% 600KiB
ConstKernel 1 7.30s 0.99% 7.30s 344MiB 0.74% 344MiB
adj_fd 8 4.44s 0.60% 555ms 184MiB 0.40% 23.0MiB
adj_ad 8 82.7ms 0.01% 10.3ms 106KiB 0.00% 13.2KiB
OneKernel 1 6.68s 0.90% 6.68s 315MiB 0.68% 315MiB
adj_fd 8 4.30s 0.58% 538ms 184MiB 0.40% 23.0MiB
adj_ad 8 164μs 0.00% 20.5μs 1.75KiB 0.00% 224B
precomputed 1 752ms 0.10% 752ms 24.8MiB 0.05% 24.8MiB
Wiener 1 657ms 0.09% 657ms 28.3MiB 0.06% 28.3MiB
WienerVelocity 1 613ms 0.08% 613ms 30.5MiB 0.07% 30.5MiB
Noise 1 282ms 0.04% 282ms 18.0MiB 0.04% 18.0MiB
(is)zero 1 6.37ms 0.00% 6.37ms 257KiB 0.00% 257KiB
mean 1 8.96s 1.21% 8.96s 434MiB 0.93% 434MiB
CustomMean 1 3.32s 0.45% 3.32s 147MiB 0.32% 147MiB
adj_ad 1 1.14s 0.15% 1.14s 53.7MiB 0.12% 53.7MiB
adj_fd 1 546ms 0.07% 546ms 15.0MiB 0.03% 15.0MiB
ZeroMean 1 1.97s 0.27% 1.97s 98.4MiB 0.21% 98.4MiB
adj_fd 2 905ms 0.12% 452ms 29.0MiB 0.06% 14.5MiB
adj_ad 2 31.5μs 0.00% 15.8μs 448B 0.00% 224B
ConstMean 1 1.97s 0.27% 1.97s 101MiB 0.22% 101MiB
adj_fd 2 856ms 0.12% 428ms 29.0MiB 0.06% 14.5MiB
adj_ad 2 25.5ms 0.00% 12.7ms 34.3KiB 0.00% 17.2KiB
OneMean 1 1.68s 0.23% 1.68s 86.7MiB 0.19% 86.7MiB
adj_fd 2 977ms 0.13% 489ms 29.0MiB 0.06% 14.5MiB
adj_ad 2 35.9μs 0.00% 17.9μs 448B 0.00% 224B
(is)zero 1 13.2ms 0.00% 13.2ms 352KiB 0.00% 352KiB
gp 1 394ms 0.05% 394ms 8.48MiB 0.02% 8.48MiB
GP 1 203ms 0.03% 203ms 5.64MiB 0.01% 5.64MiB
sugar 1 71.2ms 0.01% 71.2ms 1.21MiB 0.00% 1.21MiB
independent GPs 1 63.2ms 0.01% 63.2ms 763KiB 0.00% 763KiB
reversed const... 1 56.2ms 0.01% 56.2ms 876KiB 0.00% 876KiB
util 1 198s 26.8% 198s 18.4GiB 40.6% 18.4GiB
BlockDiagonal 1 77.4s 10.5% 77.4s 3.47GiB 7.65% 3.47GiB
Matrix 1 32.3s 4.36% 32.3s 1.43GiB 3.14% 1.43GiB
Diagonal{T, <:... 1 12.4s 1.68% 12.4s 845MiB 1.82% 845MiB
cholesky 1 10.0s 1.35% 10.0s 696MiB 1.50% 696MiB
adj_fd 3 4.38s 0.59% 1.46s 383MiB 0.82% 128MiB
adj_ad 3 1.32s 0.18% 439ms 76.0MiB 0.16% 25.3MiB
TriangularBloc... 1 10.9s 1.48% 10.9s 386MiB 0.83% 386MiB
BlockDiagonal ... 1 8.75s 1.18% 8.75s 276MiB 0.59% 276MiB
Symmetric 1 3.83s 0.52% 3.83s 206MiB 0.44% 206MiB
ldiv(BlockDiag... 1 2.77s 0.37% 2.77s 94.9MiB 0.20% 94.9MiB
transpose 1 1.31s 0.18% 1.31s 72.4MiB 0.16% 72.4MiB
adjoint(Triang... 1 907ms 0.12% 907ms 26.5MiB 0.06% 26.5MiB
adjoint 1 823ms 0.11% 823ms 35.0MiB 0.08% 35.0MiB
ldiv(BlockDiag... 1 776ms 0.10% 776ms 37.8MiB 0.08% 37.8MiB
BlockDiagonal ... 1 655ms 0.09% 655ms 30.9MiB 0.07% 30.9MiB
BlockDiagonal ... 1 618ms 0.08% 618ms 31.7MiB 0.07% 31.7MiB
Negation 1 604ms 0.08% 604ms 18.5MiB 0.04% 18.5MiB
tr_At_A 1 413ms 0.06% 413ms 22.8MiB 0.05% 22.8MiB
UpperTriangular 1 366ms 0.05% 366ms 11.1MiB 0.02% 11.1MiB
dense 1 54.2s 7.32% 54.2s 11.6GiB 25.5% 11.6GiB
adj_fd 2 46.4s 6.27% 23.2s 11.1GiB 24.5% 5.56GiB
adj_ad 2 18.5ms 0.00% 9.24ms 730KiB 0.00% 365KiB
zygote_rules 1 34.6s 4.68% 34.6s 1.94GiB 4.28% 1.94GiB
Cholesky (getp... 1 21.1s 2.85% 21.1s 1.15GiB 2.53% 1.15GiB
adj_fd 4 3.22s 0.44% 806ms 172MiB 0.37% 43.0MiB
adj_ad 4 817ms 0.11% 204ms 42.3MiB 0.09% 10.6MiB
pairwise(::Euc... 1 3.74s 0.51% 3.74s 203MiB 0.44% 203MiB
adj_fd 1 1000ms 0.14% 1000ms 49.2MiB 0.11% 49.2MiB
adj_ad 1 984ms 0.13% 984ms 68.1MiB 0.15% 68.1MiB
Diagonal 1 3.34s 0.45% 3.34s 214MiB 0.46% 214MiB
adj_fd 2 1.28s 0.17% 638ms 89.9MiB 0.19% 44.9MiB
adj_ad 2 478ms 0.06% 239ms 26.6MiB 0.06% 13.3MiB
colwise(::Eucl... 1 2.69s 0.36% 2.69s 170MiB 0.37% 170MiB
adj_fd 1 1.02s 0.14% 1.02s 62.1MiB 0.13% 62.1MiB
adj_ad 1 529ms 0.07% 529ms 40.5MiB 0.09% 40.5MiB
pairwise(::Euc... 1 2.35s 0.32% 2.35s 140MiB 0.30% 140MiB
adj_ad 1 1.08s 0.15% 1.08s 87.1MiB 0.19% 87.1MiB
adj_fd 1 756ms 0.10% 756ms 32.7MiB 0.07% 32.7MiB
broadcast 1 1.41s 0.19% 1.41s 85.3MiB 0.18% 85.3MiB
exp 1 747ms 0.10% 747ms 46.6MiB 0.10% 46.6MiB
adj_fd 1 490ms 0.07% 490ms 27.8MiB 0.06% 27.8MiB
adj_ad 1 118ms 0.02% 118ms 10.1MiB 0.02% 10.1MiB
- 1 661ms 0.09% 661ms 38.6MiB 0.08% 38.6MiB
adj_fd 1 498ms 0.07% 498ms 27.8MiB 0.06% 27.8MiB
adj_ad 1 40.7ms 0.01% 40.7ms 2.59MiB 0.01% 2.59MiB
adj_fd 16 9.31s 1.26% 582ms 371MiB 0.80% 23.2MiB
abstract_data_set 1 4.88s 0.66% 4.88s 206MiB 0.44% 206MiB
BlockData 1 3.02s 0.41% 3.02s 136MiB 0.29% 136MiB
ColVecs 1 1.86s 0.25% 1.86s 69.6MiB 0.15% 69.6MiB
cholesky 1 3.47s 0.47% 3.47s 210MiB 0.45% 210MiB
tr_At_A 1 897ms 0.12% 897ms 57.1MiB 0.12% 57.1MiB
adj_fd 1 484ms 0.07% 484ms 27.5MiB 0.06% 27.5MiB
adj_ad 1 149ms 0.02% 149ms 12.4MiB 0.03% 12.4MiB
adj_ad 16 824ms 0.11% 51.5ms 34.1MiB 0.07% 2.13MiB
abstract_gp 1 39.8s 5.38% 39.8s 1.50GiB 3.31% 1.50GiB
adj_fd 11 12.5s 1.69% 1.14s 564MiB 1.21% 51.3MiB
adj_ad 11 10.7s 1.44% 970ms 353MiB 0.76% 32.1MiB
────────────────────────────────────────────────────────────────────────────── Testing Stheno tests passed