Package evaluation of PartialSvdStoch on Julia 1.10.8 (92f03a4775*) started at 2025-02-25T08:55:57.771


################################################################################
# Set-up
#

Installing PkgEval dependencies (TestEnv)...

Set-up completed after 5.21s


################################################################################
# Installation
#

Installing PartialSvdStoch...
   Resolving package versions...
    Updating `~/.julia/environments/v1.10/Project.toml`
  [1149b383] + PartialSvdStoch v0.1.1
    Updating `~/.julia/environments/v1.10/Manifest.toml`
  [621f4979] + AbstractFFTs v1.5.0
  [d360d2e6] + ChainRulesCore v1.25.1
  [34da2185] + Compat v4.16.0
  [9a962f9c] + DataAPI v1.16.0
  [864edb3b] + DataStructures v0.18.20
⌅ [31c24e10] + Distributions v0.24.18
  [ffbed154] + DocStringExtensions v0.9.3
  [7a1cc6ca] + FFTW v1.8.1
⌅ [1a297f60] + FillArrays v0.11.9
  [3587e190] + InverseFunctions v0.1.17
⌅ [92d709cd] + IrrationalConstants v0.1.1
  [692b3bcd] + JLLWrappers v1.7.0
  [2ab3a3ac] + LogExpFunctions v0.3.29
⌅ [898213cb] + LowRankApprox v0.4.3
⌅ [7eb4fadd] + Match v1.2.0
  [e1d29d7a] + Missings v1.2.0
  [4d1e1d77] + Nullables v1.0.0
  [bac558e1] + OrderedCollections v1.8.0
  [90014a1f] + PDMats v0.11.32
  [1149b383] + PartialSvdStoch v0.1.1
  [21216c6a] + Preferences v1.4.3
  [1fd47b50] + QuadGK v2.11.2
  [189a3867] + Reexport v1.2.2
⌅ [79098fc4] + Rmath v0.7.1
  [a2af1166] + SortingAlgorithms v1.2.1
⌅ [276daf66] + SpecialFunctions v1.8.8
  [82ae8749] + StatsAPI v1.7.0
⌅ [2913bbd2] + StatsBase v0.33.21
⌅ [4c63d2b9] + StatsFuns v0.9.18
  [f5851436] + FFTW_jll v3.3.10+3
  [1d5cc7b8] + IntelOpenMP_jll v2025.0.4+0
  [856f044c] + MKL_jll v2025.0.1+1
  [efe28fd5] + OpenSpecFun_jll v0.5.6+0
⌅ [f50d1b31] + Rmath_jll v0.4.3+0
  [1317d2d5] + oneTBB_jll v2022.0.0+0
  [0dad84c5] + ArgTools v1.1.1
  [56f22d72] + Artifacts
  [2a0f44e3] + Base64
  [ade2ca70] + Dates
  [f43a241f] + Downloads v1.6.0
  [7b1f6079] + FileWatching
  [b77e0a4c] + InteractiveUtils
  [4af54fe1] + LazyArtifacts
  [b27032c2] + LibCURL v0.6.4
  [76f85450] + LibGit2
  [8f399da3] + Libdl
  [37e2e46d] + LinearAlgebra
  [56ddb016] + Logging
  [d6f4376e] + Markdown
  [ca575930] + NetworkOptions v1.2.0
  [44cfe95a] + Pkg v1.10.0
  [de0858da] + Printf
  [3fa0cd96] + REPL
  [9a3f8284] + Random
  [ea8e919c] + SHA v0.7.0
  [9e88b42a] + Serialization
  [6462fe0b] + Sockets
  [2f01184e] + SparseArrays v1.10.0
  [10745b16] + Statistics v1.10.0
  [4607b0f0] + SuiteSparse
  [fa267f1f] + TOML v1.0.3
  [a4e569a6] + Tar v1.10.0
  [8dfed614] + Test
  [cf7118a7] + UUIDs
  [4ec0a83e] + Unicode
  [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0
  [deac9b47] + LibCURL_jll v8.4.0+0
  [e37daf67] + LibGit2_jll v1.6.4+0
  [29816b5a] + LibSSH2_jll v1.11.0+1
  [c8ffd9c3] + MbedTLS_jll v2.28.2+1
  [14a3606d] + MozillaCACerts_jll v2023.1.10
  [4536629a] + OpenBLAS_jll v0.3.23+4
  [05823500] + OpenLibm_jll v0.8.1+4
  [bea87d4a] + SuiteSparse_jll v7.2.1+1
  [83775a58] + Zlib_jll v1.2.13+1
  [8e850b90] + libblastrampoline_jll v5.11.0+0
  [8e850ede] + nghttp2_jll v1.52.0+1
  [3f19e933] + p7zip_jll v17.4.0+2
        Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m`

Installation completed after 7.07s


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# Precompilation
#

Precompiling PkgEval dependencies...

Precompiling package dependencies...

Precompilation completed after 20.86s


################################################################################
# Testing
#

     Testing PartialSvdStoch
      Status `/tmp/jl_6oxBkN/Project.toml`
⌅ [31c24e10] Distributions v0.24.18
⌅ [898213cb] LowRankApprox v0.4.3
⌅ [7eb4fadd] Match v1.2.0
  [1149b383] PartialSvdStoch v0.1.1
  [37e2e46d] LinearAlgebra
  [56ddb016] Logging
  [de0858da] Printf
  [9a3f8284] Random
  [9e88b42a] Serialization
  [10745b16] Statistics v1.10.0
  [8dfed614] Test
      Status `/tmp/jl_6oxBkN/Manifest.toml`
  [621f4979] AbstractFFTs v1.5.0
  [d360d2e6] ChainRulesCore v1.25.1
  [34da2185] Compat v4.16.0
  [9a962f9c] DataAPI v1.16.0
  [864edb3b] DataStructures v0.18.20
⌅ [31c24e10] Distributions v0.24.18
  [ffbed154] DocStringExtensions v0.9.3
  [7a1cc6ca] FFTW v1.8.1
⌅ [1a297f60] FillArrays v0.11.9
  [3587e190] InverseFunctions v0.1.17
⌅ [92d709cd] IrrationalConstants v0.1.1
  [692b3bcd] JLLWrappers v1.7.0
  [2ab3a3ac] LogExpFunctions v0.3.29
⌅ [898213cb] LowRankApprox v0.4.3
⌅ [7eb4fadd] Match v1.2.0
  [e1d29d7a] Missings v1.2.0
  [4d1e1d77] Nullables v1.0.0
  [bac558e1] OrderedCollections v1.8.0
  [90014a1f] PDMats v0.11.32
  [1149b383] PartialSvdStoch v0.1.1
  [21216c6a] Preferences v1.4.3
  [1fd47b50] QuadGK v2.11.2
  [189a3867] Reexport v1.2.2
⌅ [79098fc4] Rmath v0.7.1
  [a2af1166] SortingAlgorithms v1.2.1
⌅ [276daf66] SpecialFunctions v1.8.8
  [82ae8749] StatsAPI v1.7.0
⌅ [2913bbd2] StatsBase v0.33.21
⌅ [4c63d2b9] StatsFuns v0.9.18
  [f5851436] FFTW_jll v3.3.10+3
  [1d5cc7b8] IntelOpenMP_jll v2025.0.4+0
  [856f044c] MKL_jll v2025.0.1+1
  [efe28fd5] OpenSpecFun_jll v0.5.6+0
⌅ [f50d1b31] Rmath_jll v0.4.3+0
  [1317d2d5] oneTBB_jll v2022.0.0+0
  [0dad84c5] ArgTools v1.1.1
  [56f22d72] Artifacts
  [2a0f44e3] Base64
  [ade2ca70] Dates
  [f43a241f] Downloads v1.6.0
  [7b1f6079] FileWatching
  [b77e0a4c] InteractiveUtils
  [4af54fe1] LazyArtifacts
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2
  [8f399da3] Libdl
  [37e2e46d] LinearAlgebra
  [56ddb016] Logging
  [d6f4376e] Markdown
  [ca575930] NetworkOptions v1.2.0
  [44cfe95a] Pkg v1.10.0
  [de0858da] Printf
  [3fa0cd96] REPL
  [9a3f8284] Random
  [ea8e919c] SHA v0.7.0
  [9e88b42a] Serialization
  [6462fe0b] Sockets
  [2f01184e] SparseArrays v1.10.0
  [10745b16] Statistics v1.10.0
  [4607b0f0] SuiteSparse
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test
  [cf7118a7] UUIDs
  [4ec0a83e] Unicode
  [e66e0078] CompilerSupportLibraries_jll v1.1.1+0
  [deac9b47] LibCURL_jll v8.4.0+0
  [e37daf67] LibGit2_jll v1.6.4+0
  [29816b5a] LibSSH2_jll v1.11.0+1
  [c8ffd9c3] MbedTLS_jll v2.28.2+1
  [14a3606d] MozillaCACerts_jll v2023.1.10
  [4536629a] OpenBLAS_jll v0.3.23+4
  [05823500] OpenLibm_jll v0.8.1+4
  [bea87d4a] SuiteSparse_jll v7.2.1+1
  [83775a58] Zlib_jll v1.2.13+1
  [8e850b90] libblastrampoline_jll v5.11.0+0
  [8e850ede] nghttp2_jll v1.52.0+1
  [3f19e933] p7zip_jll v17.4.0+2
        Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading.
     Testing Running tests...
[ Info: =========================================================
┌ Info: 
│ 
└  in test ifsvd_versus_svd
[ Info: doing exact svd ...
  0.843281 seconds (11 allocations: 47.745 MiB, 1.40% gc time)
[ Info: LowRankApproxMc in left singular vector mode
┌ Debug: LowRankApproxMc.reduceToRank setting samplingSize: 
│   datapb.samplingSize = 105
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:331
┌ Warning: LowRankApproxMc.reduceToRank using maxiter 
│   maxiter = 2
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:333
┌ Debug: in LowRankApproxMc reduceIfast v2
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:98
┌ Debug: meanL2NormC
│   meanL2NormC = 49.47754621704002
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:108
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 1
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 16.611598419699067
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.34285714285714286
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (500, 36)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (500, 36)
┌ Debug: updating E
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:189
┌ Info:  iteration  , ||E|| set size 
│   datapb.currentIter = 1
│   datapb.residualErr = 0.21989541754991643
└   datapb.currentRank = 36
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 2
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 6.860051129727613
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.44761904761904764
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (500, 47)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (500, 83)
┌ Debug: computing right vectors
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:213
┌ Debug: exiting LowRankApproxMc reduceIfast
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:221
┌ Warning: reduceToRank  got only up to rank
│   (size(datapb.U.value))[2] = 83
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:349
  2.190410 seconds (512.79 k allocations: 218.591 MiB, 17.95% gc time, 72.86% compilation time)
┌ Info: relative residual error LowRankApproxMc 
└   norm(matApprox - mat) / norm(mat) = 0.11878627728136426
  0.790833 seconds (11 allocations: 47.745 MiB, 0.79% gc time)
┌ Info: relative error on eigen values after reconstruction : 
└   relerr = 0.008111352979815394
Test Summary:    | Pass  Total  Time
ifsvd_versus_svd |    1      1  5.0s
[ Info: =========================================================
┌ Info: 
│ 
└  in test ifsvd_lowRankApproxEpsil
┌ Debug: doing LowRankApproxMc reduceToRank
└ @ Main ~/.julia/packages/PartialSvdStoch/BasnF/test/testifsvd.jl:53
[ Info: LowRankApproxMc in left singular vector mode
┌ Debug: in LowRankApproxMc reduceIfast v2
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:98
┌ Debug: meanL2NormC
│   meanL2NormC = 9265.113197173316
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:108
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 1
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 7610.397073776613
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.98
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (10000, 98)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (10000, 98)
┌ Debug: updating E
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:189
┌ Info:  iteration  , ||E|| set size 
│   datapb.currentIter = 1
│   datapb.residualErr = 0.624737445432006
└   datapb.currentRank = 98
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 2
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 4049.642111186796
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 1.0
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (10000, 100)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (10000, 198)
┌ Debug: updating E
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:189
┌ Info:  iteration  , ||E|| set size 
│   datapb.currentIter = 2
│   datapb.residualErr = 0.35320921038822584
└   datapb.currentRank = 198
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 3
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 1887.8007655140336
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.99
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (10000, 99)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (10000, 297)
┌ Debug: updating E
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:189
┌ Info:  iteration  , ||E|| set size 
│   datapb.currentIter = 3
│   datapb.residualErr = 0.1435463901851233
└   datapb.currentRank = 297
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 4
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 801.5353625925362
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.99
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (10000, 99)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (10000, 396)
┌ Debug: updating E
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:189
┌ Info:  iteration  , ||E|| set size 
│   datapb.currentIter = 4
│   datapb.residualErr = 0.055994457438980606
└   datapb.currentRank = 396
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 5
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 384.7701185611024
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.99
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (10000, 99)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (10000, 495)
┌ Debug: computing right vectors
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:213
┌ Debug: exiting LowRankApproxMc reduceIfast
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:221
 72.258647 seconds (2.78 M allocations: 67.185 GiB, 8.53% gc time)
┌ Info: delta mat after LowRankApproxMc reduce
│   norm(matApprox - mat) = 49430.2147944151
└   norm(mat) = 1.310284874036445e6
┌ Info: relative residual error
└   norm(matApprox - mat) / norm(mat) = 0.03772478471963206
Test Summary:            | Pass  Total     Time
ifsvd_lowRankApproxEpsil |    1      1  1m38.4s
[ Info: =========================================================
┌ Info: 
│ 
└  in test vrpca_epsil
┌ Info: testvrpca_withepsil : doing vrpca initialization with epsil
└   epsil = 0.01
┌ Debug: VrPCA initialized by Vempala's LowRankApproxMc and epsil target
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:104
[ Info: LowRankApproxMc in left singular vector mode
┌ Debug: in LowRankApproxMc reduceIfast v2
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:98
┌ Debug: meanL2NormC
│   meanL2NormC = 4081.7892413284844
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:108
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 1
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 448.5652053469943
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.65
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (5000, 65)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (5000, 65)
┌ Debug: updating E
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:189
┌ Info:  iteration  , ||E|| set size 
│   datapb.currentIter = 1
│   datapb.residualErr = 0.2955366362567021
└   datapb.currentRank = 65
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 2
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 91.5887479003497
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.33
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (5000, 33)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (5000, 98)
┌ Debug: updating E
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:189
┌ Info:  iteration  , ||E|| set size 
│   datapb.currentIter = 2
│   datapb.residualErr = 0.06987470875199513
└   datapb.currentRank = 98
┌ Debug: 
│ 
│  iteration 
│   datapb.currentIter = 3
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:116
┌ Debug: 
│  c meanL2Norm at Iter  :  
│   meanL2NormIter = 24.133903521250495
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:136
┌ Debug: acceptanceRatio
│   acceptanceRatio = 0.04
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:150
┌ Debug: QR orthogonalizing new block size At
│   size(At) = (5000, 4)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:162
┌ Info: A size
└   size(A) = (5000, 102)
┌ Debug: updating E
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:189
┌ Info:  iteration  , ||E|| set size 
│   datapb.currentIter = 3
│   datapb.residualErr = 0.004948471843675726
└   datapb.currentRank = 102
┌ Debug: computing right vectors
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:213
┌ Debug: exiting LowRankApproxMc reduceIfast
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/lowRankApproxMc.jl:221
┌ Debug: initialization got rank 
│   (size(W))[2] = 102
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:113
┌ Info: doing vrpca svd iteration
│   eta = 0.01
└   batchSize = 20
┌ Debug: entering VrPCA reduce eta m block version
│   eta = 0.01
│   m = 20
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:137
┌ Debug:  W_s dim
│   size(W_s) = (5000, 102)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:167
┌ Debug:  iter ,  ||W_t - W_s||_2 , ||W_t||_2
│   s = 1
│   deltaW = 0.010113108402134275
│   normWt = 101.99999999999109
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:246
 12.360510 seconds (911.43 k allocations: 2.077 GiB, 3.96% gc time, 61.88% compilation time)
┌ Info: residual error after vr
│   norm(matVrpca - mat) = 2019.5129522516556
│   normMat = 408178.92413284845
└   relErr = 0.004947616922020139
Test Summary: | Pass  Total   Time
vrpca_epsil   |    1      1  23.0s
[ Info: =========================================================
┌ Info: 
│ 
└  in test vrpca_withLowRankApprox
[ Info: testvrpca_withLowRankApprox : initialization
 12.290739 seconds (2.57 M allocations: 252.702 MiB, 86.89% compilation time)
┌ Info: rank obtained : 
└   (size(Uguess))[2] = 100
┌ Info:  residual Error , initial L2 norm 
│   deltaMatGuess = 9602.659527580785
└   normMat = 408178.92413284845
┌ Info:  relative error at initialization 
└   deltaMatGuess / normMat = 0.023525613302992205
┌ Info: doing vrpca svd  with rank initialization...
│   eta = 0.01
└   batchSize = 20
┌ Debug: VrPCA initialized by LowRankApprox and rank target
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:78
┌ Debug: got rank 
│   (size(W))[2] = 100
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:86
┌ Debug: entering VrPCA reduce eta m block version
│   eta = 0.01
│   m = 20
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:137
┌ Debug:  W_s dim
│   size(W_s) = (5000, 100)
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:167
┌ Debug:  iter ,  ||W_t - W_s||_2 , ||W_t||_2
│   s = 1
│   deltaW = 0.20329452218050825
│   normWt = 100.00000000000007
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:246
┌ Debug:  iter ,  ||W_t - W_s||_2 , ||W_t||_2
│   s = 2
│   deltaW = 2.0287532608436127e-11
│   normWt = 100.0
└ @ PartialSvdStoch ~/.julia/packages/PartialSvdStoch/BasnF/src/vrpca.jl:246
  6.815141 seconds (104.59 k allocations: 3.242 GiB, 7.65% gc time)
┌ Info: deltaS after vr
│   norm(matVrpca - mat) = 2020.6367557720143
└   normMat = 408178.92413284845
┌ Info:  relative error after vrpca iterations : 
└   deltaMatIter / normMat = 0.004950370135020409
Test Summary:           | Pass  Total   Time
vrpca_withLowRankApprox |    1      1  24.7s
     Testing PartialSvdStoch tests passed 

Testing completed after 194.63s

PkgEval succeeded after 239.1s