Package evaluation to test OnlinePCA on Julia 1.14.0-DEV.1299 (6d6224db99*) started at 2025-11-27T20:51:49.558 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.26s ################################################################################ # Installation # Installing OnlinePCA... Resolving package versions... Installed WebIO ──── v0.8.21 Installed PlotlyJS ─ v0.18.17 Updating `~/.julia/environments/v1.14/Project.toml` [975b03d1] + OnlinePCA v0.3.10 Updating `~/.julia/environments/v1.14/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [c7e460c6] + ArgParse v1.2.0 [bf4720bc] + AssetRegistry v0.1.0 [d1d4a3ce] + BitFlags v0.1.9 [ad839575] + Blink v0.12.9 [336ed68f] + CSV v0.10.15 [944b1d66] + CodecZlib v0.7.8 [6b39b394] + CodecZstd v0.8.7 [35d6a980] + ColorSchemes v3.31.0 [3da002f7] + ColorTypes v0.12.1 [c3611d14] + ColorVectorSpace v0.11.0 [5ae59095] + Colors v0.13.1 [34da2185] + Compat v4.18.1 [f0e56b4a] + ConcurrentUtilities v2.5.0 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.8.1 [864edb3b] + DataStructures v0.19.3 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [460bff9d] + ExceptionUnwrapping v0.1.11 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.15.0 [53c48c17] + FixedPointNumbers v0.8.5 [de31a74c] + FunctionalCollections v0.5.0 [38e38edf] + GLM v1.9.0 [f67ccb44] + HDF5 v0.17.2 [cd3eb016] + HTTP v1.10.19 [9fb69e20] + Hiccup v0.2.2 [34004b35] + HypergeometricFunctions v0.3.28 [842dd82b] + InlineStrings v1.4.5 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.1 [97c1335a] + JSExpr v0.5.4 ⌅ [682c06a0] + JSON v0.21.4 [b964fa9f] + LaTeXStrings v1.4.0 [50d2b5c4] + Lazy v0.15.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.2.0 [3da0fdf6] + MPIPreferences v0.1.11 [1914dd2f] + MacroTools v0.5.16 [4d4711f2] + MatrixMarket v0.5.2 [739be429] + MbedTLS v1.1.9 [e1d29d7a] + Missings v1.2.0 [ffc61752] + Mustache v1.0.21 [a975b10e] + Mux v1.0.2 [510215fc] + Observables v0.5.5 [975b03d1] + OnlinePCA v0.3.10 [4d8831e6] + OpenSSL v1.6.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.36 [d96e819e] + Parameters v0.12.3 [69de0a69] + Parsers v2.8.3 [fa939f87] + Pidfile v1.3.0 [a03496cd] + PlotlyBase v0.8.21 [f0f68f2c] + PlotlyJS v0.18.17 [f2990250] + PlotlyKaleido v2.3.0 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [08abe8d2] + PrettyTables v3.1.2 [92933f4c] + ProgressMeter v1.11.0 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [91c51154] + SentinelArrays v1.4.8 [1277b4bf] + ShiftedArrays v2.0.0 [777ac1f9] + SimpleBufferStream v1.2.0 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.6.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.8 [4c63d2b9] + StatsFuns v1.5.2 [3eaba693] + StatsModels v0.7.7 [892a3eda] + StringManipulation v0.4.2 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [62fd8b95] + TensorCore v0.1.1 [b718987f] + TextWrap v1.0.2 [3bb67fe8] + TranscodingStreams v0.11.3 [5c2747f8] + URIs v1.6.1 [3a884ed6] + UnPack v1.0.2 [ea10d353] + WeakRefStrings v1.4.2 [0f1e0344] + WebIO v0.8.21 [104b5d7c] + WebSockets v1.6.0 [cc8bc4a8] + Widgets v0.6.7 [76eceee3] + WorkerUtilities v1.6.1 ⌅ [0234f1f7] + HDF5_jll v1.14.6+0 [e33a78d0] + Hwloc_jll v2.12.2+0 [f7e6163d] + Kaleido_jll v0.2.1+0 [94ce4f54] + Libiconv_jll v1.18.0+0 [7cb0a576] + MPICH_jll v4.3.2+0 [f1f71cc9] + MPItrampoline_jll v5.5.4+0 [c8ffd9c3] + MbedTLS_jll v2.28.1010+0 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [fe0851c0] + OpenMPI_jll v5.0.9+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 ⌅ [02c8fc9c] + XML2_jll v2.13.9+0 [a65dc6b1] + Xorg_libpciaccess_jll v0.18.1+0 [477f73a3] + libaec_jll v1.1.4+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.17.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.11.4 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Building WebIO ───→ `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/0eef0765186f7452e52236fa42ca8c9b3c11c6e3/build.log` Building PlotlyJS → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/287e092914da6c91f002aafcf82a2ec065bf94a3/build.log` Installation completed after 30.87s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Error: Failed to use TestEnv.jl; test dependencies will not be precompiled │ exception = │ UndefVarError: `project_rel_path` not defined in `TestEnv` │ Suggestion: this global was defined as `Pkg.Operations.project_rel_path` but not assigned a value. │ Stacktrace: │ [1] get_test_dir(ctx::Pkg.Types.Context, pkgspec::PackageSpec) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/activate_set.jl:9 │ [6] top-level scope │ @ /PkgEval.jl/scripts/precompile.jl:24 │ [7] include(mod::Module, _path::String) │ @ Base ./Base.jl:309 │ [8] exec_options(opts::Base.JLOptions) │ @ Base ./client.jl:344 │ [9] _start() │ @ Base ./client.jl:577 └ @ Main /PkgEval.jl/scripts/precompile.jl:26 Precompiling package dependencies... Precompiling packages... 1423.6 ms ✓ PlotlyKaleido 14290.8 ms ✓ PlotlyBase 9630.6 ms ✓ Mux WARNING: Imported binding Logging.termlength was undeclared at import time during import to WebSockets. WARNING: Imported binding Logging.showvalue was undeclared at import time during import to WebSockets. 4867.6 ms ✓ WebSockets 5436.7 ms ✓ StatsModels 12414.3 ms ✓ Distributions 19757.5 ms ✓ PlotlyBase → DataFramesExt 8363.8 ms ✓ WebIO 6296.4 ms ✓ GLM 4599.5 ms ✓ Distributions → DistributionsTestExt WARNING: Constructor for type "Plot" was extended in `DistributionsExt` without explicit qualification or import.  NOTE: Assumed "Plot" refers to `PlotlyBase.Plot`. This behavior is deprecated and may differ in future versions.  NOTE: This behavior may have differed in Julia versions prior to 1.12.  Hint: If you intended to create a new generic function of the same name, use `function Plot end`.  Hint: To silence the warning, qualify `Plot` as `PlotlyBase.Plot` in the method signature or explicitly `import PlotlyBase: Plot`. 10031.6 ms ✓ PlotlyBase → DistributionsExt 7643.5 ms ✓ JSExpr 13182.8 ms ✓ Blink 17716.9 ms ✓ PlotlyJS 13952.0 ms ✓ PlotlyJS → CSVExt 21785.2 ms ✓ PlotlyJS → DataFramesExt 21101.5 ms ✓ OnlinePCA 17 dependencies successfully precompiled in 198 seconds. 147 already precompiled. 2 dependencies had output during precompilation: ┌ PlotlyBase → DistributionsExt │ WARNING: Constructor for type "Plot" was extended in `DistributionsExt` without explicit qualification or import. │ NOTE: Assumed "Plot" refers to `PlotlyBase.Plot`. This behavior is deprecated and may differ in future versions. │ NOTE: This behavior may have differed in Julia versions prior to 1.12. │ Hint: If you intended to create a new generic function of the same name, use `function Plot end`. │ Hint: To silence the warning, qualify `Plot` as `PlotlyBase.Plot` in the method signature or explicitly `import PlotlyBase: Plot`. └ ┌ WebSockets │ WARNING: Imported binding Logging.termlength was undeclared at import time during import to WebSockets. │ WARNING: Imported binding Logging.showvalue was undeclared at import time during import to WebSockets. └ Precompilation completed after 212.5s ################################################################################ # Testing # Testing OnlinePCA Test Could not use exact versions of packages in manifest, re-resolving. Note: if you do not check your manifest file into source control, then you can probably ignore this message. However, if you do check your manifest file into source control, then you probably want to pass the `allow_reresolve = false` kwarg when calling the `Pkg.test` function. Updating `/tmp/jl_1gxnmm/Project.toml` [31c24e10] ↑ Distributions v0.25.111 ⇒ v0.25.122 [1a297f60] ↑ FillArrays v1.12.0 ⇒ v1.15.0 [975b03d1] + OnlinePCA v0.3.10 [10745b16] ↑ Statistics v1.10.0 ⇒ v1.11.1 [37e2e46d] ~ LinearAlgebra ⇒ v1.13.0 [2f01184e] ↑ SparseArrays v1.10.0 ⇒ v1.13.0 [8dfed614] ~ Test ⇒ v1.11.0 Updating `/tmp/jl_1gxnmm/Manifest.toml` [bf4720bc] + AssetRegistry v0.1.0 [d1d4a3ce] + BitFlags v0.1.9 [ad839575] + Blink v0.12.9 [336ed68f] + CSV v0.10.15 [944b1d66] ↑ CodecZlib v0.7.6 ⇒ v0.7.8 [6b39b394] + CodecZstd v0.8.7 [35d6a980] + ColorSchemes v3.31.0 [3da002f7] + ColorTypes v0.12.1 [c3611d14] + ColorVectorSpace v0.11.0 [5ae59095] + Colors v0.13.1 [34da2185] ↑ Compat v4.16.0 ⇒ v4.18.1 [f0e56b4a] + ConcurrentUtilities v2.5.0 [a8cc5b0e] + Crayons v4.1.1 [a93c6f00] + DataFrames v1.8.1 [864edb3b] ↑ DataStructures v0.18.20 ⇒ v0.19.3 [e2d170a0] + DataValueInterfaces v1.0.0 [31c24e10] ↑ Distributions v0.25.111 ⇒ v0.25.122 [ffbed154] ↑ DocStringExtensions v0.9.3 ⇒ v0.9.5 [460bff9d] + ExceptionUnwrapping v0.1.11 [48062228] + FilePathsBase v0.9.24 [1a297f60] ↑ FillArrays v1.12.0 ⇒ v1.15.0 [53c48c17] + FixedPointNumbers v0.8.5 [de31a74c] + FunctionalCollections v0.5.0 [38e38edf] + GLM v1.9.0 [f67ccb44] + HDF5 v0.17.2 [cd3eb016] + HTTP v1.10.19 [9fb69e20] + Hiccup v0.2.2 [34004b35] ↑ HypergeometricFunctions v0.3.24 ⇒ v0.3.28 [842dd82b] + InlineStrings v1.4.5 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] ↑ IrrationalConstants v0.2.2 ⇒ v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] ↑ JLLWrappers v1.5.0 ⇒ v1.7.1 [97c1335a] + JSExpr v0.5.4 ⌅ [682c06a0] + JSON v0.21.4 [b964fa9f] + LaTeXStrings v1.4.0 [50d2b5c4] + Lazy v0.15.1 [2ab3a3ac] ↑ LogExpFunctions v0.3.28 ⇒ v0.3.29 [e6f89c97] + LoggingExtras v1.2.0 [3da0fdf6] + MPIPreferences v0.1.11 [1914dd2f] + MacroTools v0.5.16 [739be429] + MbedTLS v1.1.9 [ffc61752] + Mustache v1.0.21 [a975b10e] + Mux v1.0.2 [510215fc] + Observables v0.5.5 [975b03d1] + OnlinePCA v0.3.10 [4d8831e6] + OpenSSL v1.6.0 [bac558e1] ↑ OrderedCollections v1.6.3 ⇒ v1.8.1 [90014a1f] ↑ PDMats v0.11.31 ⇒ v0.11.36 [d96e819e] + Parameters v0.12.3 [69de0a69] + Parsers v2.8.3 [fa939f87] + Pidfile v1.3.0 [a03496cd] + PlotlyBase v0.8.21 [f0f68f2c] + PlotlyJS v0.18.17 [f2990250] + PlotlyKaleido v2.3.0 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] ↑ Preferences v1.4.3 ⇒ v1.5.0 [08abe8d2] + PrettyTables v3.1.2 [92933f4c] + ProgressMeter v1.11.0 [43287f4e] ↑ PtrArrays v1.2.0 ⇒ v1.3.0 [1fd47b50] ↑ QuadGK v2.10.1 ⇒ v2.11.2 [ae029012] + Requires v1.3.1 [79098fc4] ↑ Rmath v0.7.1 ⇒ v0.9.0 [91c51154] + SentinelArrays v1.4.8 [1277b4bf] + ShiftedArrays v2.0.0 [777ac1f9] + SimpleBufferStream v1.2.0 [a2af1166] ↑ SortingAlgorithms v1.2.1 ⇒ v1.2.2 [276daf66] ↑ SpecialFunctions v2.4.0 ⇒ v2.6.1 [10745b16] ↑ Statistics v1.10.0 ⇒ v1.11.1 [82ae8749] ↑ StatsAPI v1.7.0 ⇒ v1.7.1 [2913bbd2] ↑ StatsBase v0.34.3 ⇒ v0.34.8 [4c63d2b9] ↑ StatsFuns v1.3.1 ⇒ v1.5.2 [3eaba693] + StatsModels v0.7.7 [892a3eda] + StringManipulation v0.4.2 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [62fd8b95] + TensorCore v0.1.1 [3bb67fe8] ↑ TranscodingStreams v0.11.2 ⇒ v0.11.3 [5c2747f8] + URIs v1.6.1 [3a884ed6] + UnPack v1.0.2 [ea10d353] + WeakRefStrings v1.4.2 [0f1e0344] + WebIO v0.8.21 [104b5d7c] + WebSockets v1.6.0 [cc8bc4a8] + Widgets v0.6.7 [76eceee3] + WorkerUtilities v1.6.1 ⌅ [0234f1f7] + HDF5_jll v1.14.6+0 [e33a78d0] + Hwloc_jll v2.12.2+0 [f7e6163d] + Kaleido_jll v0.2.1+0 [94ce4f54] + Libiconv_jll v1.18.0+0 [7cb0a576] + MPICH_jll v4.3.2+0 [f1f71cc9] + MPItrampoline_jll v5.5.4+0 [c8ffd9c3] ↑ MbedTLS_jll v2.28.2+1 ⇒ v2.28.1010+0 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [fe0851c0] + OpenMPI_jll v5.0.9+0 [efe28fd5] ↑ OpenSpecFun_jll v0.5.5+0 ⇒ v0.5.6+0 [f50d1b31] ↑ Rmath_jll v0.4.3+0 ⇒ v0.5.1+0 ⌅ [02c8fc9c] + XML2_jll v2.13.9+0 [a65dc6b1] + Xorg_libpciaccess_jll v0.18.1+0 [477f73a3] + libaec_jll v1.1.4+0 [0dad84c5] ↑ ArgTools v1.1.1 ⇒ v1.1.2 [56f22d72] ~ Artifacts ⇒ v1.11.0 [2a0f44e3] ~ Base64 ⇒ v1.11.0 [ade2ca70] ~ Dates ⇒ v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [7b1f6079] ~ FileWatching ⇒ v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] ~ InteractiveUtils ⇒ v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] ↑ LibCURL v0.6.4 ⇒ v1.0.0 [76f85450] ~ LibGit2 ⇒ v1.11.0 [8f399da3] ~ Libdl ⇒ v1.11.0 [37e2e46d] ~ LinearAlgebra ⇒ v1.13.0 [56ddb016] ~ Logging ⇒ v1.11.0 [d6f4376e] ~ Markdown ⇒ v1.11.0 [a63ad114] ~ Mmap ⇒ v1.11.0 [ca575930] ↑ NetworkOptions v1.2.0 ⇒ v1.3.0 [44cfe95a] ↑ Pkg v1.10.0 ⇒ v1.13.0 [de0858da] ~ Printf ⇒ v1.11.0 [3fa0cd96] ~ REPL ⇒ v1.11.0 [9a3f8284] ~ Random ⇒ v1.11.0 [ea8e919c] ↑ SHA v0.7.0 ⇒ v1.0.0 [9e88b42a] ~ Serialization ⇒ v1.11.0 [6462fe0b] ~ Sockets ⇒ v1.11.0 [2f01184e] ↑ SparseArrays v1.10.0 ⇒ v1.13.0 [f489334b] + StyledStrings v1.13.0 [8dfed614] ~ Test ⇒ v1.11.0 [cf7118a7] ~ UUIDs ⇒ v1.11.0 [4ec0a83e] ~ Unicode ⇒ v1.11.0 [e66e0078] ↑ CompilerSupportLibraries_jll v1.1.1+0 ⇒ v1.3.0+1 [deac9b47] ↑ LibCURL_jll v8.4.0+0 ⇒ v8.17.0+0 [e37daf67] ↑ LibGit2_jll v1.6.4+0 ⇒ v1.9.1+0 [29816b5a] ↑ LibSSH2_jll v1.11.0+1 ⇒ v1.11.3+1 [14a3606d] ↑ MozillaCACerts_jll v2023.1.10 ⇒ v2025.11.4 [4536629a] ↑ OpenBLAS_jll v0.3.23+4 ⇒ v0.3.29+0 [05823500] ↑ OpenLibm_jll v0.8.1+2 ⇒ v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] ↑ SuiteSparse_jll v7.2.1+1 ⇒ v7.10.1+0 [83775a58] ↑ Zlib_jll v1.2.13+1 ⇒ v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] ↑ libblastrampoline_jll v5.8.0+1 ⇒ v5.15.0+0 [8e850ede] ↑ nghttp2_jll v1.52.0+1 ⇒ v1.68.0+1 [3f19e933] ↑ p7zip_jll v17.4.0+2 ⇒ v17.7.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Test Successfully re-resolved Status `/tmp/jl_1gxnmm/Project.toml` [c7e460c6] ArgParse v1.2.0 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.122 [1a297f60] FillArrays v1.15.0 [4d4711f2] MatrixMarket v0.5.2 [975b03d1] OnlinePCA v0.3.10 [10745b16] Statistics v1.11.1 [37e2e46d] LinearAlgebra v1.13.0 [2f01184e] SparseArrays v1.13.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_1gxnmm/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [c7e460c6] ArgParse v1.2.0 [bf4720bc] AssetRegistry v0.1.0 [d1d4a3ce] BitFlags v0.1.9 [ad839575] Blink v0.12.9 [336ed68f] CSV v0.10.15 [944b1d66] CodecZlib v0.7.8 [6b39b394] CodecZstd v0.8.7 [35d6a980] ColorSchemes v3.31.0 [3da002f7] ColorTypes v0.12.1 [c3611d14] ColorVectorSpace v0.11.0 [5ae59095] Colors v0.13.1 [34da2185] Compat v4.18.1 [f0e56b4a] ConcurrentUtilities v2.5.0 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.1 [864edb3b] DataStructures v0.19.3 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [460bff9d] ExceptionUnwrapping v0.1.11 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.15.0 [53c48c17] FixedPointNumbers v0.8.5 [de31a74c] FunctionalCollections v0.5.0 [38e38edf] GLM v1.9.0 [f67ccb44] HDF5 v0.17.2 [cd3eb016] HTTP v1.10.19 [9fb69e20] Hiccup v0.2.2 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.5 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 [97c1335a] JSExpr v0.5.4 ⌅ [682c06a0] JSON v0.21.4 [b964fa9f] LaTeXStrings v1.4.0 [50d2b5c4] Lazy v0.15.1 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.2.0 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [4d4711f2] MatrixMarket v0.5.2 [739be429] MbedTLS v1.1.9 [e1d29d7a] Missings v1.2.0 [ffc61752] Mustache v1.0.21 [a975b10e] Mux v1.0.2 [510215fc] Observables v0.5.5 [975b03d1] OnlinePCA v0.3.10 [4d8831e6] OpenSSL v1.6.0 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.36 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [fa939f87] Pidfile v1.3.0 [a03496cd] PlotlyBase v0.8.21 [f0f68f2c] PlotlyJS v0.18.17 [f2990250] PlotlyKaleido v2.3.0 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [08abe8d2] PrettyTables v3.1.2 [92933f4c] ProgressMeter v1.11.0 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [91c51154] SentinelArrays v1.4.8 [1277b4bf] ShiftedArrays v2.0.0 [777ac1f9] SimpleBufferStream v1.2.0 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.6.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.8 [4c63d2b9] StatsFuns v1.5.2 [3eaba693] StatsModels v0.7.7 [892a3eda] StringManipulation v0.4.2 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [62fd8b95] TensorCore v0.1.1 [b718987f] TextWrap v1.0.2 [3bb67fe8] TranscodingStreams v0.11.3 [5c2747f8] URIs v1.6.1 [3a884ed6] UnPack v1.0.2 [ea10d353] WeakRefStrings v1.4.2 [0f1e0344] WebIO v0.8.21 [104b5d7c] WebSockets v1.6.0 [cc8bc4a8] Widgets v0.6.7 [76eceee3] WorkerUtilities v1.6.1 ⌅ [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.2+0 [f7e6163d] Kaleido_jll v0.2.1+0 [94ce4f54] Libiconv_jll v1.18.0+0 [7cb0a576] MPICH_jll v4.3.2+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [c8ffd9c3] MbedTLS_jll v2.28.1010+0 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.9+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 ⌅ [02c8fc9c] XML2_jll v2.13.9+0 [a65dc6b1] Xorg_libpciaccess_jll v0.18.1+0 [477f73a3] libaec_jll v1.1.4+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.17.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.11.4 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... /tmp/jl_CgPyJa Running all tests... ####### Binarization of CSV (Julia API) ####### 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 ####### Binarization of CSV (Command line) ####### WARNING: Imported binding Logging.termlength was undeclared at import time during import to WebSockets. WARNING: Imported binding Logging.showvalue was undeclared at import time during import to WebSockets. WARNING: Constructor for type "Plot" was extended in `DistributionsExt` without explicit qualification or import.  NOTE: Assumed "Plot" refers to `PlotlyBase.Plot`. This behavior is deprecated and may differ in future versions.  NOTE: This behavior may have differed in Julia versions prior to 1.12.  Hint: If you intended to create a new generic function of the same name, use `function Plot end`.  Hint: To silence the warning, qualify `Plot` as `PlotlyBase.Plot` in the method signature or explicitly `import PlotlyBase: Plot`. 2 dependencies had output during precompilation: ┌ PlotlyBase → DistributionsExt │ WARNING: Constructor for type "Plot" was extended in `DistributionsExt` without explicit qualification or import. │ NOTE: Assumed "Plot" refers to `PlotlyBase.Plot`. This behavior is deprecated and may differ in future versions. │ NOTE: This behavior may have differed in Julia versions prior to 1.12. │ Hint: If you intended to create a new generic function of the same name, use `function Plot end`. │ Hint: To silence the warning, qualify `Plot` as `PlotlyBase.Plot` in the method signature or explicitly `import PlotlyBase: Plot`. └ ┌ WebSockets │ WARNING: Imported binding Logging.termlength was undeclared at import time during import to WebSockets. │ WARNING: Imported binding Logging.showvalue was undeclared at import time during import to WebSockets. └ Parsed args: binfile => /tmp/jl_CgPyJa/Data.zst csvfile => /tmp/jl_CgPyJa/Data.csv 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 ####### Binarization of MM (Julia API) ####### ####### Binarization of MM (Command line) ####### Parsed args: mmfile => /tmp/jl_CgPyJa/Data.mtx binfile => /tmp/jl_CgPyJa/Data.mtx.zst ####### Binarization of Binary COO (Julia API) ####### ####### Binarization of Binary COO (Command line) ####### Parsed args: bincoofile => /tmp/jl_CgPyJa/Data.bincoo binfile => /tmp/jl_CgPyJa/Data.bincoo.zst ####### Summarization (Julia API) ####### 1 / 2 : Column-wise statistics are calculated... 2 / 2 : Row-wise statistics are calculated... ####### Summarization (Command line) ####### Parsed args: binfile => /tmp/jl_CgPyJa/Data.zst outdir => /tmp/jl_sdTrwt pseudocount => 1.0 mode => dense 1 / 2 : Column-wise statistics are calculated... 2 / 2 : Row-wise statistics are calculated... ####### Summarization (Julia API) ####### 1 / 2 : Column-wise statistics are calculated... 2 / 2 : Row-wise statistics are calculated... ####### Summarization (Command line) ####### Parsed args: binfile => /tmp/jl_CgPyJa/Data.mtx.zst outdir => /tmp/jl_kiMYDu pseudocount => 1.0 mode => sparse_mm 1 / 2 : Column-wise statistics are calculated... 2 / 2 : Row-wise statistics are calculated... ####### HVG (Julia API) ####### Highly Variable Genes are calculated... ####### HVG (Command line) ####### Parsed args: rowvarlist => /tmp/jl_sdTrwt/Feature_Vars.csv binfile => /tmp/jl_CgPyJa/Data.zst outdir => /tmp/jl_sdTrwt rowcv2list => /tmp/jl_sdTrwt/Feature_CV2s.csv rowmeanlist => /tmp/jl_sdTrwt/Feature_Means.csv Highly Variable Genes are calculated... ####### Filtering (Julia API) ####### ####### Filtering (Command line) ####### Parsed args: input => /tmp/jl_CgPyJa/Data.zst samplelist => /tmp/jl_sdTrwt/Sample_NoCounts.csv outdir => /tmp/jl_sdTrwt thr2 => 10 direct1 => + direct2 => + featurelist => /tmp/jl_sdTrwt/Feature_Means.csv thr1 => 10 Parsed args: input => /tmp/jl_CgPyJa/Data.zst samplelist => outdir => /tmp/jl_sdTrwt thr2 => 10 direct1 => + direct2 => + featurelist => /tmp/jl_sdTrwt/Feature_Means.csv thr1 => 10 Parsed args: input => /tmp/jl_CgPyJa/Data.zst samplelist => /tmp/jl_sdTrwt/Sample_NoCounts.csv outdir => /tmp/jl_sdTrwt thr2 => 10 direct1 => + direct2 => + featurelist => thr1 => 10 ####### GD (Julia API) ####### ####### GD (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "robbins-monro" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => "/tmp/jl_sdTrwt/Eigen_vectors.csv" scheduling => "momentum" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "nag" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => "/tmp/jl_sdTrwt/Loadings.csv" Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "adagrad" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing ####### Oja (Julia API) ####### Progress: 1%|▎ | ETA: 0:02:33 Progress: 1%|▍ | ETA: 0:02:56 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:02:41 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:02:50 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:01:18 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 ####### Oja (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "robbins-monro" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:06:41 Progress: 1%|▌ | ETA: 0:03:52 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "momentum" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:07:16 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "nag" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:07:49 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "adagrad" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:08:04 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 ####### SGD (Julia API) ####### Progress: 1%|▎ | ETA: 0:02:56 Progress: 1%|▍ | ETA: 0:03:47 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Progress: 1%|▎ | ETA: 0:04:14 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:04:30 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:03:13 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### SGD (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "robbins-monro" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:06:47 Progress: 1%|▍ | ETA: 0:05:34 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "momentum" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:07:16 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "nag" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:08:26 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "adagrad" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:08:23 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 ####### CCIPCA (Julia API) ####### Progress: 1%|▎ | ETA: 0:02:08 Progress: 1%|▍ | ETA: 0:02:27 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### CCIPCA (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing lower => 0 stepsize => "1.0e-15" dim => "3" rowvarlist => "" offsetStoch => 1.0f-15 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" upper => 1.0f38 numepoch => "1" initV => nothing Progress: 1%|▎ | ETA: 0:08:13 Progress: 1%|▍ | ETA: 0:06:30 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 ####### RSGD (Julia API) ####### Progress: 1%|▎ | ETA: 0:12:59 Progress: 1%|▍ | ETA: 0:10:09 Progress: 34%|██████████████▏ | ETA: 0:00:13 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 Progress: 1%|▎ | ETA: 0:03:44 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:04:43 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:02:42 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### RSGD (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "robbins-monro" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:10:59 Progress: 1%|▍ | ETA: 0:08:18 Progress: 34%|█████████████▊ | ETA: 0:00:11 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "momentum" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:12:11 Progress: 34%|█████████████▊ | ETA: 0:00:11 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "nag" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:12:08 Progress: 34%|█████████████▊ | ETA: 0:00:11 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "adagrad" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:11:51 Progress: 34%|█████████████▊ | ETA: 0:00:11 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 ####### SVRG (Julia API) ####### Progress: 1%|▎ | ETA: 0:04:08 Progress: 1%|▍ | ETA: 0:04:49 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Progress: 1%|▎ | ETA: 0:05:13 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Progress: 1%|▎ | ETA: 0:08:07 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Progress: 1%|▎ | ETA: 0:05:52 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 ####### SVRG (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "robbins-monro" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:14:14 Progress: 1%|▍ | ETA: 0:11:18 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "momentum" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:13:03 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "nag" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:14:48 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "adagrad" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:16:15 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 ####### RSVRG (Julia API) ####### Progress: 1%|▎ | ETA: 0:04:11 Progress: 1%|▍ | ETA: 0:05:09 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Progress: 1%|▎ | ETA: 0:05:43 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Progress: 1%|▎ | ETA: 0:08:47 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Progress: 1%|▎ | ETA: 0:06:44 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 ####### RSVRG (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "robbins-monro" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:18:36 Progress: 1%|▍ | ETA: 0:14:14 Progress: 34%|█████████████▊ | ETA: 0:00:18 Progress: 100%|█████████████████████████████████████████| Time: 0:00:09 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "momentum" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:20:31 Progress: 34%|█████████████▊ | ETA: 0:00:18 Progress: 100%|█████████████████████████████████████████| Time: 0:00:08 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "nag" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:20:33 Progress: 34%|█████████████▊ | ETA: 0:00:18 Progress: 100%|█████████████████████████████████████████| Time: 0:00:09 Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing scheduling => "adagrad" epsilon => 1.0f-8 stepsize => "1.0e-15" dim => "3" lower => 0 rowvarlist => "" offsetStoch => 1.0f-6 expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" numbatch => 100 rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" evalfreq => 5000 cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" g => 0.9f0 upper => 1.0f38 numepoch => "1" offsetFull => 1.0f-20 initV => nothing Progress: 1%|▎ | ETA: 0:21:13 Progress: 34%|█████████████▊ | ETA: 0:00:18 Progress: 100%|█████████████████████████████████████████| Time: 0:00:09 ####### Orthogonal Iteration (Julia API) ####### Progress: 0%|▏ | ETA: 0:06:13 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### Orthogonal Iteration (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing lower => 0 dim => "3" rowvarlist => "" expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" upper => 1.0f38 numepoch => "3" initV => nothing Progress: 0%|▏ | ETA: 0:21:24 Progress: 33%|█████████████▊ | ETA: 0:00:09 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 ####### Randomized Block Krylov Iteration (Julia API) ####### Progress: 0%|▏ | ETA: 0:00:55 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 Q' A Q' A' A svd(Q' A' A) Q*U ####### Randomized Block Krylov Iteration (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing lower => 0 dim => "3" rowvarlist => "" expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" upper => 1.0f38 numepoch => "3" initV => nothing Progress: 0%|▏ | ETA: 0:16:42 Progress: 33%|█████████████▊ | ETA: 0:00:07 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Q' A Q' A' A svd(Q' A' A) Q*U ####### ARNOLDI (Julia API) ####### Progress: 20%|████████▎ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 ####### ARNOLDI (Command line) ####### Parsed args: scale => "ftt" dim => "3" rowvarlist => "" expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" numepoch => "3" Progress: 67%|███████████████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 ####### LANCZOS (Julia API) ####### ####### LANCZOS (Command line) ####### Parsed args: scale => "ftt" dim => "3" rowvarlist => "" expvar => 0.1f0 input => "/tmp/jl_CgPyJa/Data.zst" perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" numepoch => "3" Progress: 67%|███████████████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### HALKO (Julia API) ####### Random Projection : Y = A Ω Progress: 1%|▎ | ETA: 0:00:56 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 QR factorization : Q = qr(Y) Subspace iterations (1/2) : qr(A' Q) qr(A' Q) Subspace iterations (2/2) : Y = qr(A qr(A' Q)) Q = qr(Y) Subspace iterations (1/2) : qr(A' Q) qr(A' Q) Subspace iterations (2/2) : Y = qr(A qr(A' Q)) Q = qr(Y) Subspace iterations (1/2) : qr(A' Q) qr(A' Q) Subspace iterations (2/2) : Y = qr(A qr(A' Q)) Q = qr(Y) Calculation of small matrix : B = Q' A SVD with small matrix : svd(B) ####### HALKO (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing dim => "3" rowvarlist => "" input => "/tmp/jl_CgPyJa/Data.zst" noversamples => 5 niter => 3 perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" initV => nothing Random Projection : Y = A Ω Progress: 1%|▎ | ETA: 0:06:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 QR factorization : Q = qr(Y) Subspace iterations (1/2) : qr(A' Q) Progress: 1%|▎ | ETA: 0:01:44 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 qr(A' Q) Subspace iterations (2/2) : Y = qr(A qr(A' Q)) Q = qr(Y) Subspace iterations (1/2) : qr(A' Q) qr(A' Q) Subspace iterations (2/2) : Y = qr(A qr(A' Q)) Q = qr(Y) Subspace iterations (1/2) : qr(A' Q) qr(A' Q) Subspace iterations (2/2) : Y = qr(A qr(A' Q)) Q = qr(Y) Calculation of small matrix : B = Q' A SVD with small matrix : svd(B) ####### ALGORITHM971 (Julia API) ####### Random Projection : Y = A Ω LU factorization : L = lu(Y) Normalized power iterations (1/3) : A' L L = lu(A' L) Normalized power iterations (2/3) : Y = A lu(A' L) Normalized power iterations (3/3) : L = lu(A lu(A' L)) Normalized power iterations (1/3) : A' L L = lu(A' L) Normalized power iterations (2/3) : Y = A lu(A' L) Normalized power iterations (3/3) : L = lu(A lu(A' L)) Normalized power iterations (1/3) : A' L L = lu(A' L) Normalized power iterations (2/3) : Y = A lu(A' L) QR factorization (3/3) : Q = qr(A lu(A' L)) Calculation of small matrix : B = Q' A SVD with small matrix : svd(B) ####### ALGORITHM971 (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing dim => "3" rowvarlist => "" input => "/tmp/jl_CgPyJa/Data.zst" noversamples => 5 niter => 3 perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" initV => nothing Random Projection : Y = A Ω Progress: 1%|▎ | ETA: 0:05:20 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 LU factorization : L = lu(Y) Normalized power iterations (1/3) : A' L Progress: 1%|▎ | ETA: 0:01:56 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 L = lu(A' L) Normalized power iterations (2/3) : Y = A lu(A' L) Normalized power iterations (3/3) : L = lu(A lu(A' L)) Normalized power iterations (1/3) : A' L L = lu(A' L) Normalized power iterations (2/3) : Y = A lu(A' L) Normalized power iterations (3/3) : L = lu(A lu(A' L)) Normalized power iterations (1/3) : A' L L = lu(A' L) Normalized power iterations (2/3) : Y = A lu(A' L) QR factorization (3/3) : Q = qr(A lu(A' L)) Calculation of small matrix : B = Q' A SVD with small matrix : svd(B) ####### SINGLEPASS (Julia API) ####### Random Projection : Y = A Ω, Ytilde = A' Ωtilde QR factorization : Q = qr(Y), Qtilde = qr(Ytilde) Solve linear equation : Ωtilde' Q B = Ytilde' Qtilde for B SVD with small matrix : svd(B) ####### SINGLEPASS (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing dim => "3" rowvarlist => "" input => "/tmp/jl_CgPyJa/Data.zst" noversamples => 5 niter => 3 perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" initV => nothing Random Projection : Y = A Ω, Ytilde = A' Ωtilde Progress: 1%|▎ | ETA: 0:02:29 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 QR factorization : Q = qr(Y), Qtilde = qr(Ytilde) Solve linear equation : Ωtilde' Q B = Ytilde' Qtilde for B SVD with small matrix : svd(B) ####### SINGLEPASS2 (Julia API) ####### Random Projection : G = A Ω, H = A' A Ω Subspace iterations (1/2) : Q = qr(Yi) Subspace iterations (2/2) : Q = qr(Qi - Q(Q' Qi)) Subspace iterations (1/2) : Q = qr(Yi) Subspace iterations (2/2) : Q = qr(Qi - Q(Q' Qi)) Subspace iterations (1/2) : Q = qr(Yi) Subspace iterations (2/2) : Q = qr(Qi - Q(Q' Qi)) SVD with small matrix : svd(B) ####### SINGLEPASS2 (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_sdTrwt" initW => nothing dim => "3" rowvarlist => "" input => "/tmp/jl_CgPyJa/Data.zst" noversamples => 5 niter => 3 perm => false pseudocount => 1.0f0 colsumlist => "" rowmeanlist => "/tmp/jl_sdTrwt/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_sdTrwt" initV => nothing Random Projection : G = A Ω, H = A' A Ω Progress: 1%|▎ | ETA: 0:02:24 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Subspace iterations (1/2) : Q = qr(Yi) Subspace iterations (2/2) : Q = qr(Qi - Q(Q' Qi)) Subspace iterations (1/2) : Q = qr(Yi) Subspace iterations (2/2) : Q = qr(Qi - Q(Q' Qi)) Subspace iterations (1/2) : Q = qr(Yi) Subspace iterations (2/2) : Q = qr(Qi - Q(Q' Qi)) SVD with small matrix : svd(B) ####### Sparse Randomized SVD (Julia API) ####### Initial Setting... Progress: 40%|████████████████▍ | ETA: 0:00:09 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 Random Projection : Y = A Ω Progress: 40%|████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 LU factorization : L = lu(Y) ##### Iteration 1 / 3 ##### Normalized power iterations (1/3) : A' L Progress: 40%|████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 Normalized power iterations (2/3) : A A' L LU decomposition (3/3) : L = lu(A A' L) ##### Iteration 2 / 3 ##### Normalized power iterations (1/3) : A' L Normalized power iterations (2/3) : A A' L LU decomposition (3/3) : L = lu(A A' L) ##### Iteration 3 / 3 ##### Normalized power iterations (1/3) : A' L Normalized power iterations (2/3) : A A' L QR decomposition (3/3) : Q = qr(A A' L) Small matrix computation : B = Q' A Progress: 40%|████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 SVD : B = U Σ V' ####### Sparse Randomized SVD (Command line) ####### Parsed args: scale => "ftt" logdir => "/tmp/jl_kiMYDu" initW => nothing dim => "3" rowvarlist => "" input => "/tmp/jl_CgPyJa/Data.mtx.zst" noversamples => 5 niter => 3 perm => false colsumlist => "" rowmeanlist => "/tmp/jl_kiMYDu/Feature_FTTMeans.csv" cper => 1.0f0 outdir => "/tmp/jl_kiMYDu" chunksize => "51" initV => nothing Initial Setting... Progress: 40%|████████████████▍ | ETA: 0:00:05 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Random Projection : Y = A Ω Progress: 40%|████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 LU factorization : L = lu(Y) ##### Iteration 1 / 3 ##### Normalized power iterations (1/3) : A' L Progress: 40%|████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 Normalized power iterations (2/3) : A A' L LU decomposition (3/3) : L = lu(A A' L) ##### Iteration 2 / 3 ##### Normalized power iterations (1/3) : A' L Normalized power iterations (2/3) : A A' L LU decomposition (3/3) : L = lu(A A' L) ##### Iteration 3 / 3 ##### Normalized power iterations (1/3) : A' L Normalized power iterations (2/3) : A A' L QR decomposition (3/3) : Q = qr(A A' L) Small matrix computation : B = Q' A Progress: 40%|████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 SVD : B = U Σ V' ####### Exact Out-of-Core PCA (Dense, Julia API) ####### # 1. Column-wise Mean # 2. Out-of-Core Covariance Matrix Calculation Progress: 2 Time: 0:00:00 Progress: 6 Time: 0:00:00 # 3. PC Score (Z = XV) is being calculated. # 4. Out-of-Core PC Score Calculation # 5. Delayed Centering Correction # 6. Normalize W and Calculate Eigenvalues ####### Exact Out-of-Core PCA (Dense, Command line) ####### ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile. --trace-compile is enabled during profile collection. ====================================================================================== cmd: /opt/julia/bin/julia 700 running 1 of 1 signal (10): User defined signal 1 jl_specializations_get_linfo_ at /source/src/gf.c:236 jl_restore_system_image_from_stream_ at /source/src/staticdata.c:4114 jl_restore_package_image_from_stream at /source/src/staticdata.c:4366 jl_restore_incremental_from_buf at /source/src/staticdata.c:4431 ijl_restore_package_image_from_file at /source/src/staticdata.c:4498 #_include_from_serialized#879 at ./loading.jl:1324 _include_from_serialized at ./loading.jl:1300 [inlined] #_require_search_from_serialized#896 at ./loading.jl:2162 _require_search_from_serialized at ./loading.jl:2069 [inlined] __require_prelocked at ./loading.jl:2719 _require_prelocked at ./loading.jl:2585 macro expansion at ./loading.jl:2513 [inlined] macro expansion at ./lock.jl:376 [inlined] __require at ./loading.jl:2477 jfptr___require_47286.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] jl_f_invoke_in_world at /source/src/builtins.c:908 require at ./loading.jl:2453 [inlined] eval_import_path at ./module.jl:36 [inlined] eval_import_path_all at ./module.jl:60 _eval_using at ./module.jl:137 [inlined] _eval_using at ./module.jl:137 jfptr__eval_using_29358.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] do_call at /source/src/interpreter.c:123 eval_value at /source/src/interpreter.c:243 eval_stmt_value at /source/src/interpreter.c:194 [inlined] eval_body at /source/src/interpreter.c:679 jl_interpret_toplevel_thunk at /source/src/interpreter.c:884 jl_toplevel_eval_flex at /source/src/toplevel.c:742 jl_eval_toplevel_stmts at /source/src/toplevel.c:585 jl_toplevel_eval_flex at /source/src/toplevel.c:683 ijl_toplevel_eval at /source/src/toplevel.c:754 ijl_toplevel_eval_in at /source/src/toplevel.c:799 eval at ./boot.jl:489 include_string at ./loading.jl:3003 _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 _include at ./loading.jl:3063 include at ./Base.jl:309 exec_options at ./client.jl:344 _start at ./client.jl:577 jfptr__start_65414.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] true_main at /source/src/jlapi.c:971 jl_repl_entrypoint at /source/src/jlapi.c:1138 main at /source/cli/loader_exe.c:58 unknown function (ip: 0x728113079249) at /lib/x86_64-linux-gnu/libc.so.6 __libc_start_main at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) unknown function (ip: 0x4010b8) at /workspace/srcdir/glibc-2.17/csu/../sysdeps/x86_64/start.S unknown function (ip: (nil)) at (unknown file) ============================================================== Profile collected. A report will print at the next yield point. Disabling --trace-compile ============================================================== ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile. --trace-compile is enabled during profile collection. ====================================================================================== cmd: /opt/julia/bin/julia 223 running 0 of 1 signal (10): User defined signal 1 epoll_pwait at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) uv__io_poll at /workspace/srcdir/libuv/src/unix/linux.c:1404 uv_run at /workspace/srcdir/libuv/src/unix/core.c:430 ijl_task_get_next at /source/src/scheduler.c:457 wait at ./task.jl:1246 wait_forever at ./task.jl:1168 jfptr_wait_forever_38735.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] start_task at /source/src/task.c:1272 unknown function (ip: (nil)) at (unknown file) ============================================================== Profile collected. A report will print at the next yield point. Disabling --trace-compile ============================================================== ┌ Warning: There were no samples collected in one or more groups. │ This may be due to idle threads, or you may need to run your │ program longer (perhaps by running it multiple times), │ or adjust the delay between samples with `Profile.init()`. └ @ Profile /opt/julia/share/julia/stdlib/v1.14/Profile/src/Profile.jl:1361 Overhead ╎ [+additional indent] Count File:Line Function ========================================================= Thread 1 (default) Task 0x00007280f8ffc010 Total snapshots: 359. Utilization: 100% ╎359 @Base/client.jl:577 _start() ╎ 359 @Base/client.jl:344 exec_options(opts::Base.JLOptions) ╎ 359 @Base/Base.jl:309 include(mod::Module, _path::String) ╎ 359 @Base/loading.jl:3063 _include(mapexpr::Function, mod::Module, _pat… ╎ 359 @Base/loading.jl:3003 include_string(mapexpr::typeof(identity), mo… ╎ 359 @Base/boot.jl:489 eval(m::Module, e::Any) ╎ ╎ 359 @Base/module.jl:137 _eval_using(to::Module, path::Expr) ╎ ╎ 359 @Base/module.jl:137 _eval_using ╎ ╎ 359 @Base/module.jl:60 eval_import_path_all(at::Module, path::Expr… ╎ ╎ 359 @Base/module.jl:36 eval_import_path ╎ ╎ 359 @Base/loading.jl:2453 require ╎ ╎ ╎ 359 @Base/loading.jl:2477 __require(into::Module, mod::Symbol) ╎ ╎ ╎ 359 @Base/lock.jl:376 macro expansion ╎ ╎ ╎ 359 @Base/loading.jl:2513 macro expansion ╎ ╎ ╎ 359 @Base/loading.jl:2585 _require_prelocked(uuidkey::Base.P… ╎ ╎ ╎ 359 @Base/loading.jl:2719 __require_prelocked(pkg::Base.Pkg… ╎ ╎ ╎ ╎ 359 @Base/loading.jl:2069 _require_search_from_serialized ╎ ╎ ╎ ╎ 359 @Base/loading.jl:2162 _require_search_from_serialized… ╎ ╎ ╎ ╎ 359 @Base/loading.jl:1300 _include_from_serialized 358╎ ╎ ╎ ╎ 359 @Base/…ading.jl:1324 _include_from_serialized(pkg::… Parsed args: scale => "raw" input => "/tmp/jl_CgPyJa/Data.zst" outdir => "/tmp/jl_sdTrwt" chunksize => "51" pseudocount => 1.0f0 mode => "dense" dim => "3" ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile. --trace-compile is enabled during profile collection. ====================================================================================== cmd: /opt/julia/bin/julia 1 running 0 of 1 signal (10): User defined signal 1 epoll_pwait at /lib/x86_64-linux-gnu/libc.so.6 (unknown line) uv__io_poll at /workspace/srcdir/libuv/src/unix/linux.c:1404 uv_run at /workspace/srcdir/libuv/src/unix/core.c:430 ijl_task_get_next at /source/src/scheduler.c:457 wait at ./task.jl:1246 wait_forever at ./task.jl:1168 jfptr_wait_forever_38735.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:4116 [inlined] ijl_apply_generic at /source/src/gf.c:4313 jl_apply at /source/src/julia.h:2284 [inlined] start_task at /source/src/task.c:1272 unknown function (ip: (nil)) at (unknown file) ============================================================== Profile collected. A report will print at the next yield point. Disabling --trace-compile ============================================================== ┌ Warning: There were no samples collected in one or more groups. │ This may be due to idle threads, or you may need to run your │ program longer (perhaps by running it multiple times), │ or adjust the delay between samples with `Profile.init()`. └ @ Profile /opt/julia/share/julia/stdlib/v1.14/Profile/src/Profile.jl:1361 Overhead ╎ [+additional indent] Count File:Line Function ========================================================= Thread 1 (default) Task 0x0000718bb5e01690 Total snapshots: 125. Utilization: 0% ╎125 @Base/task.jl:1168 wait_forever() 124╎ 125 @Base/task.jl:1246 wait() [700] signal 15: Terminated in expression starting at /home/pkgeval/.julia/packages/OnlinePCA/AhPWT/bin/exact_ooc_pca:48 [223] signal 15: Terminated in expression starting at /home/pkgeval/.julia/packages/OnlinePCA/AhPWT/test/test_exact_ooc_pca.jl:16 PkgEval terminated after 2750.89s: test duration exceeded the time limit