Package evaluation of OnlinePCA on Julia 1.13.0-DEV.860 (6ddb3d6410*) started at 2025-07-13T23:43:51.586 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.54s ################################################################################ # Installation # Installing OnlinePCA... Resolving package versions... Installed PlotlyJS ─ v0.18.16 Installed WebIO ──── v0.8.21 Updating `~/.julia/environments/v1.13/Project.toml` [975b03d1] + OnlinePCA v0.3.10 Updating `~/.julia/environments/v1.13/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 v0.8.6 [35d6a980] + ColorSchemes v3.30.0 [3da002f7] + ColorTypes v0.12.1 [c3611d14] + ColorVectorSpace v0.11.0 [5ae59095] + Colors v0.13.1 [34da2185] + Compat v4.17.0 [f0e56b4a] + ConcurrentUtilities v2.5.0 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.7.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [460bff9d] + ExceptionUnwrapping v0.1.11 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [de31a74c] + FunctionalCollections v0.5.0 [38e38edf] + GLM v1.9.0 [f67ccb44] + HDF5 v0.17.2 [cd3eb016] + HTTP v1.10.17 [9fb69e20] + Hiccup v0.2.2 [34004b35] + HypergeometricFunctions v0.3.28 [842dd82b] + InlineStrings v1.4.4 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [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 v1.1.0 [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 v1.5.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [69de0a69] + Parsers v2.8.3 [fa939f87] + Pidfile v1.3.0 [a03496cd] + PlotlyBase v0.8.21 [f0f68f2c] + PlotlyJS v0.18.16 [f2990250] + PlotlyKaleido v2.3.0 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [08abe8d2] + PrettyTables v2.4.0 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [91c51154] + SentinelArrays v1.4.8 [1277b4bf] + ShiftedArrays v2.0.0 [777ac1f9] + SimpleBufferStream v1.2.0 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [3eaba693] + StatsModels v0.7.4 [892a3eda] + StringManipulation v0.4.1 [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 v2.12.1+0 [f7e6163d] + Kaleido_jll v0.2.1+0 [7cb0a576] + MPICH_jll v4.3.1+0 [f1f71cc9] + MPItrampoline_jll v5.5.4+0 [c8ffd9c3] + MbedTLS_jll v2.28.6+2 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [fe0851c0] + OpenMPI_jll v5.0.8+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [477f73a3] + libaec_jll v1.1.3+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 v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [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 v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [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 v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+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 v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Building WebIO ───→ `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/0eef0765186f7452e52236fa42ca8c9b3c11c6e3/build.log` Building PlotlyJS → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/b816b0f301b074e002476159a9ada5691eebaf61/build.log` Installation completed after 26.39s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 384.55s ################################################################################ # Testing # Testing OnlinePCA Test Could not use exact versions of packages in manifest. Re-resolving dependencies Updating `/tmp/jl_JogOq6/Project.toml` [31c24e10] ↑ Distributions v0.25.111 ⇒ v0.25.120 [1a297f60] ↑ FillArrays v1.12.0 ⇒ v1.13.0 [975b03d1] + OnlinePCA v0.3.10 [10745b16] ↑ Statistics v1.10.0 ⇒ v1.11.1 [37e2e46d] ~ LinearAlgebra ⇒ v1.12.0 [2f01184e] ↑ SparseArrays v1.10.0 ⇒ v1.12.0 [8dfed614] ~ Test ⇒ v1.11.0 Updating `/tmp/jl_JogOq6/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 v0.8.6 [35d6a980] + ColorSchemes v3.30.0 [3da002f7] + ColorTypes v0.12.1 [c3611d14] + ColorVectorSpace v0.11.0 [5ae59095] + Colors v0.13.1 [34da2185] ↑ Compat v4.16.0 ⇒ v4.17.0 [f0e56b4a] + ConcurrentUtilities v2.5.0 [a8cc5b0e] + Crayons v4.1.1 [a93c6f00] + DataFrames v1.7.0 [864edb3b] ↑ DataStructures v0.18.20 ⇒ v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [31c24e10] ↑ Distributions v0.25.111 ⇒ v0.25.120 [ffbed154] ↑ DocStringExtensions v0.9.3 ⇒ v0.9.5 [460bff9d] + ExceptionUnwrapping v0.1.11 [48062228] + FilePathsBase v0.9.24 [1a297f60] ↑ FillArrays v1.12.0 ⇒ v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [de31a74c] + FunctionalCollections v0.5.0 [38e38edf] + GLM v1.9.0 [f67ccb44] + HDF5 v0.17.2 [cd3eb016] + HTTP v1.10.17 [9fb69e20] + Hiccup v0.2.2 [34004b35] ↑ HypergeometricFunctions v0.3.24 ⇒ v0.3.28 [842dd82b] + InlineStrings v1.4.4 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] ↑ IrrationalConstants v0.2.2 ⇒ v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] ↑ JLLWrappers v1.5.0 ⇒ v1.7.0 [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 v1.1.0 [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 v1.5.0 [bac558e1] ↑ OrderedCollections v1.6.3 ⇒ v1.8.1 [90014a1f] ↑ PDMats v0.11.31 ⇒ v0.11.35 [d96e819e] + Parameters v0.12.3 [69de0a69] + Parsers v2.8.3 [fa939f87] + Pidfile v1.3.0 [a03496cd] + PlotlyBase v0.8.21 [f0f68f2c] + PlotlyJS v0.18.16 [f2990250] + PlotlyKaleido v2.3.0 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.3.2 [08abe8d2] + PrettyTables v2.4.0 [92933f4c] + ProgressMeter v1.10.4 [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 ⇒ v0.8.0 [91c51154] + SentinelArrays v1.4.8 [1277b4bf] + ShiftedArrays v2.0.0 [777ac1f9] + SimpleBufferStream v1.2.0 [276daf66] ↑ SpecialFunctions v2.4.0 ⇒ v2.5.1 [10745b16] ↑ Statistics v1.10.0 ⇒ v1.11.1 [82ae8749] ↑ StatsAPI v1.7.0 ⇒ v1.7.1 [2913bbd2] ↑ StatsBase v0.34.3 ⇒ v0.34.5 [4c63d2b9] ↑ StatsFuns v1.3.1 ⇒ v1.5.0 [3eaba693] + StatsModels v0.7.4 [892a3eda] + StringManipulation v0.4.1 [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 v2.12.1+0 [f7e6163d] + Kaleido_jll v0.2.1+0 [7cb0a576] + MPICH_jll v4.3.1+0 [f1f71cc9] + MPItrampoline_jll v5.5.4+0 [c8ffd9c3] ↑ MbedTLS_jll v2.28.2+1 ⇒ v2.28.6+2 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [fe0851c0] + OpenMPI_jll v5.0.8+0 [efe28fd5] ↑ OpenSpecFun_jll v0.5.5+0 ⇒ v0.5.6+0 [f50d1b31] ↑ Rmath_jll v0.4.3+0 ⇒ v0.5.1+0 [477f73a3] + libaec_jll v1.1.3+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 [76f85450] ~ LibGit2 ⇒ v1.11.0 [8f399da3] ~ Libdl ⇒ v1.11.0 [37e2e46d] ~ LinearAlgebra ⇒ v1.12.0 [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 [9e88b42a] ~ Serialization ⇒ v1.11.0 [6462fe0b] ~ Sockets ⇒ v1.11.0 [2f01184e] ↑ SparseArrays v1.10.0 ⇒ v1.12.0 [f489334b] + StyledStrings v1.11.0 [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 ⇒ v8.14.1+1 [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 ⇒ v2025.5.20 [4536629a] ↑ OpenBLAS_jll v0.3.23+4 ⇒ v0.3.29+0 [05823500] ↑ OpenLibm_jll v0.8.1+2 ⇒ v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+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 ⇒ v5.13.1+0 [8e850ede] ↑ nghttp2_jll v1.52.0+1 ⇒ v1.65.0+0 [3f19e933] ↑ p7zip_jll v17.4.0+2 ⇒ v17.5.0+2 Test Successfully re-resolved Status `/tmp/jl_JogOq6/Project.toml` [c7e460c6] ArgParse v1.2.0 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.120 [1a297f60] FillArrays v1.13.0 [4d4711f2] MatrixMarket v0.5.2 [975b03d1] OnlinePCA v0.3.10 [10745b16] Statistics v1.11.1 [37e2e46d] LinearAlgebra v1.12.0 [2f01184e] SparseArrays v1.12.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_JogOq6/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 v0.8.6 [35d6a980] ColorSchemes v3.30.0 [3da002f7] ColorTypes v0.12.1 [c3611d14] ColorVectorSpace v0.11.0 [5ae59095] Colors v0.13.1 [34da2185] Compat v4.17.0 [f0e56b4a] ConcurrentUtilities v2.5.0 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [460bff9d] ExceptionUnwrapping v0.1.11 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [de31a74c] FunctionalCollections v0.5.0 [38e38edf] GLM v1.9.0 [f67ccb44] HDF5 v0.17.2 [cd3eb016] HTTP v1.10.17 [9fb69e20] Hiccup v0.2.2 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.4 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [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 v1.1.0 [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 v1.5.0 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [fa939f87] Pidfile v1.3.0 [a03496cd] PlotlyBase v0.8.21 [f0f68f2c] PlotlyJS v0.18.16 [f2990250] PlotlyKaleido v2.3.0 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [91c51154] SentinelArrays v1.4.8 [1277b4bf] ShiftedArrays v2.0.0 [777ac1f9] SimpleBufferStream v1.2.0 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [3eaba693] StatsModels v0.7.4 [892a3eda] StringManipulation v0.4.1 [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 v2.12.1+0 [f7e6163d] Kaleido_jll v0.2.1+0 [7cb0a576] MPICH_jll v4.3.1+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.8+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [477f73a3] libaec_jll v1.1.3+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 v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [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 v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [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 v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+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 v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Testing Running tests... Precompiling packages... 9461.7 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 12 seconds. 49 already precompiled. /tmp/jl_VgtUY1 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) ####### Precompiling packages... 1584.9 ms ✓ WorkerUtilities 909.6 ms ✓ TextWrap 1027.5 ms ✓ DelimitedFiles 923.5 ms ✓ ShiftedArrays 6897.1 ms ✓ Lazy 2078.2 ms ✓ CodecZstd 1435.6 ms ✓ MatrixMarket 1301.5 ms ✓ Mustache 1946.0 ms ✓ Widgets 983.5 ms ✓ Pidfile 1333.3 ms ✓ FunctionalCollections 1442.8 ms ✓ Hiccup 1191.1 ms ✓ InlineStrings → ParsersExt 1532.2 ms ✓ Kaleido_jll 4564.7 ms ✓ WebSockets 2180.4 ms ✓ ArgParse 13241.1 ms ✓ PlotlyBase 6147.5 ms ✓ StatsModels 1627.0 ms ✓ AssetRegistry 3221.0 ms ✓ WeakRefStrings 1831.5 ms ✓ PlotlyKaleido 10920.4 ms ✓ PlotlyBase → DistributionsExt 16379.3 ms ✓ PlotlyBase → DataFramesExt 7695.4 ms ✓ GLM 7920.5 ms ✓ Mux 8681.9 ms ✓ WebIO 72072.2 ms ✓ CSV 6713.6 ms ✓ JSExpr 11986.4 ms ✓ Blink 20323.7 ms ✓ PlotlyJS 11831.1 ms ✓ PlotlyJS → CSVExt 19538.2 ms ✓ PlotlyJS → DataFramesExt 21488.5 ms ✓ OnlinePCA 33 dependencies successfully precompiled in 276 seconds. 127 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. └ Parsed args: csvfile => /tmp/jl_VgtUY1/Data.csv binfile => /tmp/jl_VgtUY1/Data.zst 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: binfile => /tmp/jl_VgtUY1/Data.mtx.zst mmfile => /tmp/jl_VgtUY1/Data.mtx ####### Binarization of Binary COO (Julia API) ####### ####### Binarization of Binary COO (Command line) ####### Parsed args: binfile => /tmp/jl_VgtUY1/Data.bincoo.zst bincoofile => /tmp/jl_VgtUY1/Data.bincoo ####### Summarization (Julia API) ####### 1 / 2 : Column-wise statistics are calculated... 2 / 2 : Row-wise statistics are calculated... ####### Summarization (Command line) ####### Parsed args: outdir => /tmp/jl_ECwIdx binfile => /tmp/jl_VgtUY1/Data.zst 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: outdir => /tmp/jl_p1EQc3 binfile => /tmp/jl_VgtUY1/Data.mtx.zst 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: rowcv2list => /tmp/jl_ECwIdx/Feature_CV2s.csv outdir => /tmp/jl_ECwIdx binfile => /tmp/jl_VgtUY1/Data.zst rowvarlist => /tmp/jl_ECwIdx/Feature_Vars.csv rowmeanlist => /tmp/jl_ECwIdx/Feature_Means.csv Highly Variable Genes are calculated... ####### Filtering (Julia API) ####### ####### Filtering (Command line) ####### Parsed args: input => /tmp/jl_VgtUY1/Data.zst direct1 => + outdir => /tmp/jl_ECwIdx direct2 => + thr2 => 10 samplelist => /tmp/jl_ECwIdx/Sample_NoCounts.csv featurelist => /tmp/jl_ECwIdx/Feature_Means.csv thr1 => 10 Parsed args: input => /tmp/jl_VgtUY1/Data.zst direct1 => + outdir => /tmp/jl_ECwIdx direct2 => + thr2 => 10 samplelist => featurelist => /tmp/jl_ECwIdx/Feature_Means.csv thr1 => 10 Parsed args: input => /tmp/jl_VgtUY1/Data.zst direct1 => + outdir => /tmp/jl_ECwIdx direct2 => + thr2 => 10 samplelist => /tmp/jl_ECwIdx/Sample_NoCounts.csv featurelist => thr1 => 10 ####### GD (Julia API) ####### ####### GD (Command line) ####### Parsed args: scheduling => "robbins-monro" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Parsed args: scheduling => "momentum" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => nothing initW => "/tmp/jl_ECwIdx/Eigen_vectors.csv" lower => 0 offsetStoch => 1.0f-6 Parsed args: scheduling => "nag" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => "/tmp/jl_ECwIdx/Loadings.csv" initW => nothing lower => 0 offsetStoch => 1.0f-6 Parsed args: scheduling => "adagrad" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 ####### Oja (Julia API) ####### Progress: 1%|▎ | ETA: 0:02:37 Progress: 1%|▍ | ETA: 0:02:58 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:01:55 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 Progress: 1%|▎ | ETA: 0:02:08 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 Progress: 1%|▎ | ETA: 0:03:09 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### Oja (Command line) ####### Parsed args: scheduling => "robbins-monro" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:06:07 Progress: 1%|▌ | ETA: 0:03:40 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Parsed args: scheduling => "momentum" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:06:28 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scheduling => "nag" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:08:39 Progress: 13%|█████▍ | ETA: 0:00:28 Progress: 100%|█████████████████████████████████████████| Time: 0:00:04 Parsed args: scheduling => "adagrad" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:08:47 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 ####### SGD (Julia API) ####### Progress: 1%|▎ | ETA: 0:02:47 Progress: 1%|▍ | ETA: 0:03:37 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Progress: 1%|▎ | ETA: 0:03:39 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:04:10 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:04:11 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### SGD (Command line) ####### Parsed args: scheduling => "robbins-monro" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:06:22 Progress: 1%|▍ | ETA: 0:05:13 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scheduling => "momentum" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:07:15 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Parsed args: scheduling => "nag" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:09:42 Progress: 100%|█████████████████████████████████████████| Time: 0:00:04 Parsed args: scheduling => "adagrad" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:10:05 Progress: 100%|█████████████████████████████████████████| Time: 0:00:04 ####### CCIPCA (Julia API) ####### Progress: 1%|▎ | ETA: 0:02:04 Progress: 1%|▍ | ETA: 0:02:29 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### CCIPCA (Command line) ####### Parsed args: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" numepoch => "1" expvar => 0.1f0 perm => false evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-15 Progress: 1%|▎ | ETA: 0:09:05 Progress: 1%|▍ | ETA: 0:07:28 Progress: 100%|█████████████████████████████████████████| Time: 0:00:04 ####### RSGD (Julia API) ####### Progress: 1%|▎ | ETA: 0:15:59 Progress: 1%|▍ | ETA: 0:12:28 Progress: 100%|█████████████████████████████████████████| Time: 0:00:07 Progress: 1%|▎ | ETA: 0:03:59 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 Progress: 1%|▎ | ETA: 0:05:20 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Progress: 1%|▎ | ETA: 0:04:42 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### RSGD (Command line) ####### Parsed args: scheduling => "robbins-monro" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:13:40 Progress: 1%|▍ | ETA: 0:10:08 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 Parsed args: scheduling => "momentum" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:14:51 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 Parsed args: scheduling => "nag" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:15:09 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 Parsed args: scheduling => "adagrad" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:16:28 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 ####### SVRG (Julia API) ####### Progress: 1%|▎ | ETA: 0:06:42 Progress: 1%|▍ | ETA: 0:06:50 Progress: 100%|█████████████████████████████████████████| Time: 0:00:04 Progress: 1%|▎ | ETA: 0:05:34 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Progress: 1%|▎ | ETA: 0:08:19 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Progress: 1%|▎ | ETA: 0:07:14 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 ####### SVRG (Command line) ####### Parsed args: scheduling => "robbins-monro" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:17:21 Progress: 1%|▍ | ETA: 0:13:30 Progress: 100%|█████████████████████████████████████████| Time: 0:00:08 Parsed args: scheduling => "momentum" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:16:30 Progress: 100%|█████████████████████████████████████████| Time: 0:00:06 Parsed args: scheduling => "nag" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:18:51 Progress: 100%|█████████████████████████████████████████| Time: 0:00:07 Parsed args: scheduling => "adagrad" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:17:58 Progress: 100%|█████████████████████████████████████████| Time: 0:00:07 ####### RSVRG (Julia API) ####### Progress: 1%|▎ | ETA: 0:04:33 Progress: 1%|▍ | ETA: 0:05:25 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Progress: 1%|▎ | ETA: 0:05:42 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 Progress: 1%|▎ | ETA: 0:08:07 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 Progress: 1%|▎ | ETA: 0:07:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 ####### RSVRG (Command line) ####### Parsed args: scheduling => "robbins-monro" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:21:59 Progress: 1%|▍ | ETA: 0:16:31 Progress: 100%|█████████████████████████████████████████| Time: 0:00:10 Parsed args: scheduling => "momentum" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:22:16 Progress: 100%|█████████████████████████████████████████| Time: 0:00:09 Parsed args: scheduling => "nag" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:24:19 Progress: 100%|█████████████████████████████████████████| Time: 0:00:10 Parsed args: scheduling => "adagrad" rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" epsilon => 1.0f-8 pseudocount => 1.0f0 rowvarlist => "" offsetFull => 1.0f-20 colsumlist => "" stepsize => "1.0e-15" upper => 1.0f38 cper => 1.0f0 scale => "ftt" g => 0.9f0 numepoch => "1" expvar => 0.1f0 perm => false numbatch => 100 evalfreq => 5000 initV => nothing initW => nothing lower => 0 offsetStoch => 1.0f-6 Progress: 1%|▎ | ETA: 0:24:06 Progress: 100%|█████████████████████████████████████████| Time: 0:00:09 ####### Orthogonal Iteration (Julia API) ####### Progress: 0%|▏ | ETA: 0:06:17 Progress: 100%|█████████████████████████████████████████| Time: 0:00:01 ####### Orthogonal Iteration (Command line) ####### Parsed args: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" upper => 1.0f38 cper => 1.0f0 scale => "ftt" numepoch => "3" expvar => 0.1f0 perm => false initV => nothing initW => nothing lower => 0 Progress: 0%|▏ | ETA: 0:22:33 Progress: 33%|█████████████▊ | ETA: 0:00:09 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 ####### Randomized Block Krylov Iteration (Julia API) ####### Progress: 0%|▏ | ETA: 0:01:14 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: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" upper => 1.0f38 cper => 1.0f0 scale => "ftt" numepoch => "3" expvar => 0.1f0 perm => false initV => nothing initW => nothing lower => 0 Progress: 0%|▏ | ETA: 0:21:41 Progress: 33%|█████████████▊ | ETA: 0:00:09 Progress: 100%|█████████████████████████████████████████| Time: 0:00:05 Q' A Q' A' A svd(Q' A' A) Q*U ####### ARNOLDI (Julia API) ####### Progress: 20%|████████▎ | ETA: 0:00:02 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 ####### ARNOLDI (Command line) ####### Parsed args: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" cper => 1.0f0 scale => "ftt" numepoch => "3" expvar => 0.1f0 perm => false Progress: 67%|███████████████████████████▍ | ETA: 0:00:01 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 ####### LANCZOS (Julia API) ####### Progress: 20%|████████▎ | ETA: 0:00:00 Progress: 100%|█████████████████████████████████████████| Time: 0:00:00 ####### LANCZOS (Command line) ####### Parsed args: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" cper => 1.0f0 scale => "ftt" numepoch => "3" expvar => 0.1f0 perm => false Progress: 67%|███████████████████████████▍ | ETA: 0:00:02 Progress: 100%|█████████████████████████████████████████| Time: 0:00:03 ####### HALKO (Julia API) ####### Random Projection : Y = A Ω Progress: 1%|▎ | ETA: 0:01:02 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: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" noversamples => 5 cper => 1.0f0 niter => 3 scale => "ftt" perm => false initV => nothing initW => nothing Random Projection : Y = A Ω Progress: 1%|▎ | ETA: 0:06:04 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 QR factorization : Q = qr(Y) Subspace iterations (1/2) : qr(A' Q) Progress: 1%|▎ | ETA: 0:01:53 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: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" noversamples => 5 cper => 1.0f0 niter => 3 scale => "ftt" perm => false initV => nothing initW => nothing Random Projection : Y = A Ω Progress: 1%|▎ | ETA: 0:05:13 Progress: 100%|█████████████████████████████████████████| Time: 0:00:02 LU factorization : L = lu(Y) Normalized power iterations (1/3) : A' L Progress: 1%|▎ | ETA: 0:01:38 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: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" noversamples => 5 cper => 1.0f0 niter => 3 scale => "ftt" perm => false initV => nothing initW => nothing Random Projection : Y = A Ω, Ytilde = A' Ωtilde Progress: 1%|▎ | ETA: 0:02:23 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: rowmeanlist => "/tmp/jl_ECwIdx/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_ECwIdx" input => "/tmp/jl_VgtUY1/Data.zst" outdir => "/tmp/jl_ECwIdx" pseudocount => 1.0f0 rowvarlist => "" colsumlist => "" noversamples => 5 cper => 1.0f0 niter => 3 scale => "ftt" perm => false initV => nothing initW => nothing Random Projection : G = A Ω, H = A' A Ω Progress: 1%|▎ | ETA: 0:02:05 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: rowmeanlist => "/tmp/jl_p1EQc3/Feature_FTTMeans.csv" dim => "3" logdir => "/tmp/jl_p1EQc3" input => "/tmp/jl_VgtUY1/Data.mtx.zst" outdir => "/tmp/jl_p1EQc3" rowvarlist => "" colsumlist => "" noversamples => 5 cper => 1.0f0 niter => 3 scale => "ftt" chunksize => "51" perm => false initV => nothing initW => nothing Initial Setting... Progress: 40%|████████████████▍ | ETA: 0:00:06 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. ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile ====================================================================================== cmd: /opt/julia/bin/julia 185 running 1 of 1 signal (10): User defined signal 1 _ZN4llvm22CriticalAntiDepBreaker7ObserveERNS_12MachineInstrEjj at /opt/julia/bin/../lib/julia/libLLVM.so.20.1jl (unknown line) _ZN12_GLOBAL__N_115PostRAScheduler20runOnMachineFunctionERN4llvm15MachineFunctionE.part.0 at /opt/julia/bin/../lib/julia/libLLVM.so.20.1jl (unknown line) _ZN4llvm19MachineFunctionPass13runOnFunctionERNS_8FunctionE.part.0 at /opt/julia/bin/../lib/julia/libLLVM.so.20.1jl (unknown line) _ZN4llvm13FPPassManager13runOnFunctionERNS_8FunctionE at /opt/julia/bin/../lib/julia/libLLVM.so.20.1jl (unknown line) _ZN4llvm13FPPassManager11runOnModuleERNS_6ModuleE at /opt/julia/bin/../lib/julia/libLLVM.so.20.1jl (unknown line) _ZN4llvm6legacy15PassManagerImpl3runERNS_6ModuleE at /opt/julia/bin/../lib/julia/libLLVM.so.20.1jl (unknown line) _ZN4llvm3orc14SimpleCompilerclERNS_6ModuleE at /opt/julia/bin/../lib/julia/libLLVM.so.20.1jl (unknown line) operator() at /source/src/jitlayers.cpp:1620 addModule at /source/src/jitlayers.cpp:2101 jl_compile_codeinst_now at /source/src/jitlayers.cpp:683 jl_compile_codeinst_impl at /source/src/jitlayers.cpp:883 jl_compile_method_internal at /source/src/gf.c:3305 _jl_invoke at /source/src/gf.c:3785 [inlined] ijl_apply_generic at /source/src/gf.c:3993 #exact_ooc_pca#118 at /home/pkgeval/.julia/packages/OnlinePCA/AhPWT/src/exact_ooc_pca.jl:44 exact_ooc_pca at /home/pkgeval/.julia/packages/OnlinePCA/AhPWT/src/exact_ooc_pca.jl:25 unknown function (ip: 0x75f1b13deb63) at (unknown file) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [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:708 jl_interpret_toplevel_thunk at /source/src/interpreter.c:899 jl_toplevel_eval_flex at /source/src/toplevel.c:773 jl_toplevel_eval_flex at /source/src/toplevel.c:713 ijl_toplevel_eval at /source/src/toplevel.c:785 ijl_toplevel_eval_in at /source/src/toplevel.c:830 eval at ./boot.jl:489 include_string at ./loading.jl:2848 _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 _include at ./loading.jl:2908 include at ./Base.jl:310 IncludeInto at ./Base.jl:311 jfptr_IncludeInto_66395.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [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:708 jl_interpret_toplevel_thunk at /source/src/interpreter.c:899 jl_toplevel_eval_flex at /source/src/toplevel.c:773 jl_toplevel_eval_flex at /source/src/toplevel.c:713 ijl_toplevel_eval at /source/src/toplevel.c:785 ijl_toplevel_eval_in at /source/src/toplevel.c:830 eval at ./boot.jl:489 include_string at ./loading.jl:2848 _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 _include at ./loading.jl:2908 include at ./Base.jl:310 IncludeInto at ./Base.jl:311 jfptr_IncludeInto_66395.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [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:708 jl_interpret_toplevel_thunk at /source/src/interpreter.c:899 jl_toplevel_eval_flex at /source/src/toplevel.c:773 jl_toplevel_eval_flex at /source/src/toplevel.c:713 ijl_toplevel_eval at /source/src/toplevel.c:785 ijl_toplevel_eval_in at /source/src/toplevel.c:830 eval at ./boot.jl:489 exec_options at ./client.jl:286 _start at ./client.jl:553 jfptr__start_73247.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [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: 0x75f1cf169249) 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 ============================================================== # 4. Out-of-Core PC Score Calculation ====================================================================================== Information request received. A stacktrace will print followed by a 1.0 second profile ====================================================================================== 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:1192 wait_forever at ./task.jl:1129 jfptr_wait_forever_38706.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [inlined] start_task at /source/src/task.c:1249 unknown function (ip: (nil)) at (unknown file) # 5. Delayed Centering Correction ============================================================== Profile collected. A report will print at the next yield point ============================================================== ┌ 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/v1.13/Profile/src/Profile.jl:1362 # 6. Normalize W and Calculate EigenvaluesOverhead ╎ [+additional indent] Count File:Line Function ========================================================= Thread 1 (default) Task 0x000075f1b4e00010 Total snapshots: 1. Utilization: 100% ####### Exact Out-of-Core PCA (Dense, Command line) ####### ┌ 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/v1.13/Profile/src/Profile.jl:1362 Overhead ╎ [+additional indent] Count File:Line Function ========================================================= Thread 1 (default) Task 0x00007a5240164d30 Total snapshots: 466. Utilization: 0% ╎466 @Base/task.jl:1129 wait_forever() 465╎ 466 @Base/task.jl:1192 wait() [1] signal 15: Terminated in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 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:1192 wait_forever at ./task.jl:1129 jfptr_wait_forever_38706.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [inlined] start_task at /source/src/task.c:1249 unknown function (ip: (nil)) at (unknown file) Allocations: 27562331 (Pool: 27561786; Big: 545); GC: 26 [185] signal 15: Terminated in expression starting at /home/pkgeval/.julia/packages/OnlinePCA/AhPWT/test/test_exact_ooc_pca.jl:16 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:1192 wait_forever at ./task.jl:1129 jfptr_wait_forever_38706.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [inlined] start_task at /source/src/task.c:1249 unknown function (ip: (nil)) at (unknown file) Allocations: 116160503 (Pool: 116158952; Big: 1551); GC: 71 [596] signal 15: Terminated in expression starting at /home/pkgeval/.julia/packages/OnlinePCA/AhPWT/bin/exact_ooc_pca:1 jl_specializations_get_linfo_ at /source/src/gf.c:237 jl_restore_system_image_from_stream_ at /source/src/staticdata.c:4223 jl_restore_package_image_from_stream at /source/src/staticdata.c:4431 jl_restore_incremental_from_buf at /source/src/staticdata.c:4500 ijl_restore_package_image_from_file at /source/src/staticdata.c:4567 #_include_from_serialized#876 at ./loading.jl:1271 _include_from_serialized at ./loading.jl:1247 [inlined] #_require_search_from_serialized#892 at ./loading.jl:2076 _require_search_from_serialized at ./loading.jl:1983 jfptr__require_search_from_serialized_73454.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 __require_prelocked at ./loading.jl:2602 _require_prelocked at ./loading.jl:2468 macro expansion at ./loading.jl:2396 [inlined] macro expansion at ./lock.jl:376 [inlined] __require at ./loading.jl:2360 jfptr___require_72851.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [inlined] jl_f_invoke_in_world at /source/src/builtins.c:896 require at ./loading.jl:2336 [inlined] eval_import_path at ./module.jl:36 [inlined] eval_import_path_all at ./module.jl:60 _eval_using at ./module.jl:137 jfptr__eval_using_53250.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [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:708 jl_interpret_toplevel_thunk at /source/src/interpreter.c:899 jl_toplevel_eval_flex at /source/src/toplevel.c:773 jl_toplevel_eval_flex at /source/src/toplevel.c:713 ijl_toplevel_eval at /source/src/toplevel.c:785 ijl_toplevel_eval_in at /source/src/toplevel.c:830 eval at ./boot.jl:489 include_string at ./loading.jl:2848 _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 _include at ./loading.jl:2908 include at ./Base.jl:309 exec_options at ./client.jl:320 _start at ./client.jl:553 jfptr__start_73247.1 at /opt/julia/lib/julia/sys.so (unknown line) _jl_invoke at /source/src/gf.c:3793 [inlined] ijl_apply_generic at /source/src/gf.c:3993 jl_apply at /source/src/julia.h:2345 [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: 0x7ea11ae3d249) 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) Allocations: 3087167 (Pool: 3087166; Big: 1); GC: 6 PkgEval terminated after 2725.96s: test duration exceeded the time limit