Package evaluation to test RegularizedLeastSquares on Julia 1.14.0-DEV.87 (8bcaa34afa*) started at 2025-11-15T11:38:02.299 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.89s ################################################################################ # Installation # Installing RegularizedLeastSquares... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [1e9c538a] + RegularizedLeastSquares v0.16.11 Updating `~/.julia/environments/v1.14/Manifest.toml` [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.22.0 [198e06fe] + BangBang v0.4.6 [62783981] + BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] + CPUSummary v0.2.7 [ae650224] + ChunkSplitters v3.1.2 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [adafc99b] + CpuId v0.3.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.3 [ffbed154] + DocStringExtensions v0.9.5 [e2ba6199] + ExprTools v0.1.10 [9aa1b823] + FastClosures v0.3.2 [076d061b] + HashArrayMappedTries v0.2.0 [3e5b6fbb] + HostCPUFeatures v0.1.17 [615f187c] + IfElse v0.1.1 [22cec73e] + InitialValues v0.3.1 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.6 [42fd0dbc] + IterativeSolvers v0.9.4 [10f19ff3] + LayoutPointers v0.1.17 [a4a2c56f] + LinearOperatorCollection v2.2.1 [5c8ed15e] + LinearOperators v2.11.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [d125e4d3] + ManualMemory v0.1.8 [e1d29d7a] + Missings v1.2.0 [67456a42] + OhMyThreads v0.8.3 [bac558e1] + OrderedCollections v1.8.1 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [43287f4e] + PtrArrays v1.3.0 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [1e9c538a] + RegularizedLeastSquares v0.16.11 [ae029012] + Requires v1.3.1 [94e857df] + SIMDTypes v0.1.0 [431bcebd] + SciMLPublic v1.0.0 [7e506255] + ScopedValues v1.5.0 [1277b4bf] + ShiftedArrays v2.0.0 [a2af1166] + SortingAlgorithms v1.2.2 [91464d47] + StableTasks v0.1.7 [aedffcd0] + Static v1.3.1 [0d7ed370] + StaticArrayInterface v1.8.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.8 [ed4db957] + TaskLocalValues v0.1.3 [a759f4b9] + TimerOutputs v0.5.29 [3d5dd08c] + VectorizationBase v0.21.72 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Installation completed after 4.39s ################################################################################ # 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... 2709.7 ms ✓ OhMyThreads 2269.7 ms ✓ OhMyThreads → MarkdownExt 12718.8 ms ✓ RegularizedLeastSquares 3 dependencies successfully precompiled in 18 seconds. 76 already precompiled. Precompilation completed after 28.44s ################################################################################ # Testing # Testing RegularizedLeastSquares Status `/tmp/jl_Q4l8SE/Project.toml` [7a1cc6ca] FFTW v1.10.0 [42fd0dbc] IterativeSolvers v0.9.4 [a4a2c56f] LinearOperatorCollection v2.2.1 [5c8ed15e] LinearOperators v2.11.0 [67456a42] OhMyThreads v0.8.3 [1e9c538a] RegularizedLeastSquares v0.16.11 [1277b4bf] ShiftedArrays v2.0.0 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.8 [3d5dd08c] VectorizationBase v0.21.72 [b77e0a4c] InteractiveUtils v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.13.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_Q4l8SE/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [4fba245c] ArrayInterface v7.22.0 [198e06fe] BangBang v0.4.6 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] CPUSummary v0.2.7 [ae650224] ChunkSplitters v3.1.2 [f70d9fcc] CommonWorldInvalidations v1.0.0 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [adafc99b] CpuId v0.3.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.3 [ffbed154] DocStringExtensions v0.9.5 [e2ba6199] ExprTools v0.1.10 [7a1cc6ca] FFTW v1.10.0 [9aa1b823] FastClosures v0.3.2 [076d061b] HashArrayMappedTries v0.2.0 [3e5b6fbb] HostCPUFeatures v0.1.17 [615f187c] IfElse v0.1.1 [22cec73e] InitialValues v0.3.1 [3587e190] InverseFunctions v0.1.17 [92d709cd] IrrationalConstants v0.2.6 [42fd0dbc] IterativeSolvers v0.9.4 [692b3bcd] JLLWrappers v1.7.1 [10f19ff3] LayoutPointers v0.1.17 [a4a2c56f] LinearOperatorCollection v2.2.1 [5c8ed15e] LinearOperators v2.11.0 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [d125e4d3] ManualMemory v0.1.8 [e1d29d7a] Missings v1.2.0 [67456a42] OhMyThreads v0.8.3 [bac558e1] OrderedCollections v1.8.1 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [43287f4e] PtrArrays v1.3.0 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [1e9c538a] RegularizedLeastSquares v0.16.11 [ae029012] Requires v1.3.1 [94e857df] SIMDTypes v0.1.0 [431bcebd] SciMLPublic v1.0.0 [7e506255] ScopedValues v1.5.0 [1277b4bf] ShiftedArrays v2.0.0 [a2af1166] SortingAlgorithms v1.2.2 [91464d47] StableTasks v0.1.7 [aedffcd0] Static v1.3.1 [0d7ed370] StaticArrayInterface v1.8.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.8 [ed4db957] TaskLocalValues v0.1.3 [a759f4b9] TimerOutputs v0.5.29 [3d5dd08c] VectorizationBase v0.21.72 [f5851436] FFTW_jll v3.3.11+0 [1d5cc7b8] IntelOpenMP_jll v2025.2.0+0 [856f044c] MKL_jll v2025.2.0+0 [1317d2d5] oneTBB_jll v2022.0.0+1 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching 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 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [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 v8.16.0+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 [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 Testing Running tests... [ Info: test L2-regularization [ Info: test L1-regularization [ Info: rel. L1 error : 0.0011220302195384059 vs 0.003914031436659023 [ Info: test L21-regularization [ Info: rel. L21 error : 0.0007747499587714187 vs 0.0030929973567180307 [ Info: test TV-regularization [ Info: rel. TV error : 0.010261963087016573 vs 0.04127503586682324 [ Info: test positivity-constraint [ Info: test realness-constraint [ Info: test nuclear norm regularization [ Info: rel. LR error : 0.01932675905926398 vs 0.0386903818350639 [ Info: test LLR regularization [ Info: rel. LLR error : 0.0052955730430087975 vs 0.013467979891480759 [ Info: test Overlapping LLR regularization [ Info: rel. LLR error : 0.0066477292449598135 vs 0.013467979891480759 [ Info: test LLR 3D regularization [ Info: rel. LLR 3D error : 0.004034859176560987 vs 0.013379388874147137 [ Info: Test λ conversion for prox!(L1Regularization, Float32, Float64) [ Info: Test λ conversion for prox!(L21Regularization, Float32, Float64) [ Info: Test λ conversion for prox!(L2Regularization, Float32, Float64) [ Info: Test λ conversion for prox!(LLRRegularization, Float32, Float64) [ Info: Test λ conversion for prox!(NuclearRegularization, Float32, Float64) [ Info: Test λ conversion for prox!(TVRegularization, Float32, Float64) [ Info: Test λ conversion for prox!(L1Regularization, Float64, Float32) [ Info: Test λ conversion for prox!(L21Regularization, Float64, Float32) [ Info: Test λ conversion for prox!(L2Regularization, Float64, Float32) [ Info: Test λ conversion for prox!(LLRRegularization, Float64, Float32) [ Info: Test λ conversion for prox!(NuclearRegularization, Float64, Float32) [ Info: Test λ conversion for prox!(TVRegularization, Float64, Float32) [ Info: Test λ conversion for prox!(L1Regularization, ComplexF32, Float64) [ Info: Test λ conversion for prox!(L21Regularization, ComplexF32, Float64) [ Info: Test λ conversion for prox!(L2Regularization, ComplexF32, Float64) [ Info: Test λ conversion for prox!(LLRRegularization, ComplexF32, Float64) [ Info: Test λ conversion for prox!(NuclearRegularization, ComplexF32, Float64) [ Info: Test λ conversion for prox!(TVRegularization, ComplexF32, Float64) [ Info: Test λ conversion for prox!(L1Regularization, ComplexF64, Float32) [ Info: Test λ conversion for prox!(L21Regularization, ComplexF64, Float32) [ Info: Test λ conversion for prox!(L2Regularization, ComplexF64, Float32) [ Info: Test λ conversion for prox!(LLRRegularization, ComplexF64, Float32) [ Info: Test λ conversion for prox!(NuclearRegularization, ComplexF64, Float32) [ Info: Test λ conversion for prox!(TVRegularization, ComplexF64, Float32) ┌ Warning: The following arguments were passed but filtered out: iterations. Please watch closely if this introduces unexpexted behaviour in your code. └ @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/bjekP/src/RegularizedLeastSquares.jl:274 [ Info: Testing solver DirectSolver: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435732, 0.13611645] ┌ Warning: The following arguments were passed but filtered out: iterations. Please watch closely if this introduces unexpexted behaviour in your code. └ @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/bjekP/src/RegularizedLeastSquares.jl:274 [ Info: Testing solver PseudoInverse: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435728, 0.13611647] [ Info: Testing solver CGNR: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435726, 0.1361164] [ Info: Testing solver ADMM: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435751, 0.13611612] [ Info: Testing solver SplitBregman: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435751, 0.13611612] [ Info: Testing solver FISTA: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435733, 0.13611642] [ Info: Testing solver OptISTA: Float32[0.07435727, 0.1361165] ≈ Float32[0.074359596, 0.13611269] [ Info: Testing solver POGM: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435961, 0.13611263] [ Info: Testing solver Kaczmarz: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435727, 0.1361165] ┌ Warning: The following arguments were passed but filtered out: iterations. Please watch closely if this introduces unexpexted behaviour in your code. └ @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/bjekP/src/RegularizedLeastSquares.jl:274 [ Info: Testing solver DirectSolver: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.1946306f0 + 0.45174444f0im, 0.6611686f0 + 0.7286365f0im] ┌ Warning: The following arguments were passed but filtered out: iterations. Please watch closely if this introduces unexpexted behaviour in your code. └ @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/bjekP/src/RegularizedLeastSquares.jl:274 [ Info: Testing solver PseudoInverse: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463061f0 + 0.45174438f0im, 0.6611687f0 + 0.7286365f0im] [ Info: Testing solver CGNR: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463082f0 + 0.45174536f0im, 0.6611692f0 + 0.7286375f0im] [ Info: Testing solver ADMM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463064f0 + 0.45174447f0im, 0.6611685f0 + 0.72863644f0im] [ Info: Testing solver SplitBregman: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463049f0 + 0.45174384f0im, 0.6611691f0 + 0.72863686f0im] [ Info: Testing solver FISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462557f0 + 0.45182896f0im, 0.6611145f0 + 0.72854817f0im] [ Info: Testing solver OptISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462797f0 + 0.45179337f0im, 0.6611369f0 + 0.7285855f0im] [ Info: Testing solver POGM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462755f0 + 0.45179555f0im, 0.6611359f0 + 0.7285829f0im] [ Info: Testing solver Kaczmarz: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463058f0 + 0.45174453f0im, 0.6611685f0 + 0.7286364f0im] [ Info: Testing solver CGNR: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463032f0 + 0.4517435f0im, 0.66116846f0 + 0.72863674f0im] [ Info: Testing solver ADMM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463032f0 + 0.45174462f0im, 0.66116863f0 + 0.72863615f0im] [ Info: Testing solver SplitBregman: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.1946305f0 + 0.45174438f0im, 0.66116863f0 + 0.7286365f0im] [ Info: Testing solver FISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462489f0 + 0.45182824f0im, 0.6611155f0 + 0.7285484f0im] [ Info: Testing solver OptISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462788f0 + 0.4517928f0im, 0.66113776f0 + 0.7285862f0im] [ Info: Testing solver POGM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462776f0 + 0.4517952f0im, 0.66113573f0 + 0.72858363f0im] [ Info: Testing solver POGM w/o restart: relative error = 0.004481134173874222 [ Info: Testing solver POGM w/ gradient restart: relative error = 0.004481134173874214 [ Info: Testing solver POGM w/o restart and after re-scaling: relative error = 0.002316237467248633 [ Info: Testing solver OptISTA w/o restart: relative error = 0.00448113417387615 [ Info: Testing solver OptISTA w/o restart and after re-scaling: relative error = 0.0023162374672517612 [ Info: Testing solver FISTA w/o restart: relative error = 0.004481134173874337 [ Info: Testing solver FISTA w/ gradient restart: relative error = 0.00448113417387421 [ Info: Testing solver FISTA w/o restart and after re-scaling: relative error = 0.0023162374672532466 [ Info: Testing solver ADMM w/o restart: relative error = 0.0022405766537521832 [ Info: Testing solver ADMM w/o restart and after re-scaling: relative error = 0.00015071320838663308 [ Info: Testing solver ADMM: relative error = 0.002240576653741469 [ Info: Testing solver ADMM: relative error = 0.0022405766537644373 [ Info: Testing solver ADMM: relative error = 0.0022405766537519542 [ Info: Testing solver SplitBregman: relative error = 2.1633360003392924e-8 [ Info: Testing solver SplitBregman: relative error = 2.1633360003392924e-8 ┌ Warning: The following arguments were passed but filtered out: iterations. Please watch closely if this introduces unexpexted behaviour in your code. └ @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/bjekP/src/RegularizedLeastSquares.jl:274 [ Info: Testing solver DirectSolver: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355437, 0.7286364388306975] ┌ Warning: The following arguments were passed but filtered out: iterations. Please watch closely if this introduces unexpexted behaviour in your code. └ @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/bjekP/src/RegularizedLeastSquares.jl:274 [ Info: Testing solver PseudoInverse: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355444, 0.728636438830696] [ Info: Testing solver CGNR: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355469, 0.7286364388306961] [ Info: Testing solver ADMM: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355456, 0.728636438830691] [ Info: Testing solver SplitBregman: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355184, 0.7286364388307843] [ Info: Testing solver FISTA: [0.6611685583355441, 0.7286364388306961] ≈ [0.661037376727162, 0.7290920106777345] [ Info: Testing solver OptISTA: [0.6611685583355441, 0.7286364388306961] ≈ [0.661081183862452, 0.7289398758031613] [ Info: Testing solver POGM: [0.6611685583355441, 0.7286364388306961] ≈ [0.6610782228067117, 0.7289501590558926] [ Info: Testing solver Kaczmarz: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355442, 0.7286364388306957] ┌ Warning: The following arguments were passed but filtered out: iterations. Please watch closely if this introduces unexpexted behaviour in your code. └ @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/bjekP/src/RegularizedLeastSquares.jl:274 [ Info: Testing solver DirectSolver: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021483368013 + 0.8104947638539548im, 0.11848853125656117 + 0.8532722765149259im] ┌ Warning: The following arguments were passed but filtered out: iterations. Please watch closely if this introduces unexpexted behaviour in your code. └ @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/bjekP/src/RegularizedLeastSquares.jl:274 [ Info: Testing solver PseudoInverse: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021483368024 + 0.8104947638539549im, 0.11848853125656078 + 0.8532722765149257im] [ Info: Testing solver CGNR: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021483368036 + 0.8104947638539561im, 0.11848853125656147 + 0.853272276514927im] [ Info: Testing solver ADMM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021483368013 + 0.8104947638539551im, 0.11848853125656104 + 0.8532722765149253im] [ Info: Testing solver SplitBregman: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675502165659932 + 0.8104947621430469im, 0.11848852962334372 + 0.8532722804664112im] [ Info: Testing solver FISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675500468920834 + 0.8104949297163327im, 0.11848868958974186 + 0.8532718934315499im] [ Info: Testing solver OptISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675505586034007 + 0.8104944243393025im, 0.1184882071545368 + 0.8532730606710205im] [ Info: Testing solver POGM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755053855447447 + 0.8104944441395583im, 0.11848822605625071 + 0.853273014938291im] [ Info: Testing solver Kaczmarz: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675502148336802 + 0.8104947638539545im, 0.11848853125656122 + 0.8532722765149262im] [ Info: Testing solver CGNR: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021483368 + 0.8104947638539552im, 0.11848853125656161 + 0.8532722765149261im] [ Info: Testing solver ADMM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675502148336801 + 0.8104947638539546im, 0.11848853125656132 + 0.8532722765149262im] [ Info: Testing solver SplitBregman: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021656599376 + 0.8104947621430458im, 0.11848852962334401 + 0.8532722804664128im] [ Info: Testing solver FISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675500468920833 + 0.8104949297163322im, 0.11848868958974226 + 0.8532718934315506im] [ Info: Testing solver OptISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675505586034002 + 0.8104944243393026im, 0.11848820715453677 + 0.8532730606710194im] [ Info: Testing solver POGM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755053855447447 + 0.8104944441395578im, 0.1184882260562505 + 0.8532730149382917im] [ Info: Testing solver POGM w/o restart: relative error = 0.004481133961033804 [ Info: Testing solver POGM w/ gradient restart: relative error = 0.0044811339610337335 [ Info: Testing solver POGM w/o restart and after re-scaling: relative error = 0.0023162372668549766 [ Info: Testing solver OptISTA w/o restart: relative error = 0.004481133961036319 [ Info: Testing solver OptISTA w/o restart and after re-scaling: relative error = 0.0023162372668586307 [ Info: Testing solver FISTA w/o restart: relative error = 0.004481133961033908 [ Info: Testing solver FISTA w/ gradient restart: relative error = 0.004481133961033687 [ Info: Testing solver FISTA w/o restart and after re-scaling: relative error = 0.0023162372668595384 [ Info: Testing solver ADMM w/o restart: relative error = 0.002240576547331751 [ Info: Testing solver ADMM w/o restart and after re-scaling: relative error = 0.00015071319380832545 [ Info: Testing solver ADMM: relative error = 0.002240576547327669 [ Info: Testing solver ADMM: relative error = 0.0022405765473130085 [ Info: Testing solver ADMM: relative error = 0.002240576547330994 [ Info: Testing solver SplitBregman: relative error = 2.1633381260746392e-8 [ Info: Testing solver SplitBregman: relative error = 2.163338130425753e-8 Outer ADMM Iteration #0 conjugated gradients: 1 1.67e-02 2 2.29e-08 rᵏ[1]/ɛᵖʳⁱ[1] = 0.0 sᵏ[1]/ɛᵈᵘᵃ[1] = Inf Δ[1]/Δᵒˡᵈ[1] = 0.0 new ρ[1] = 0.1 Outer ADMM Iteration #1 conjugated gradients: 1 5.17e-03 2 0.00e+00 rᵏ[1]/ɛᵖʳⁱ[1] = 0.0 sᵏ[1]/ɛᵈᵘᵃ[1] = Inf Δ[1]/Δᵒˡᵈ[1] = 0.12021446 new ρ[1] = 0.1 Outer ADMM Iteration #2 conjugated gradients: 1 2.04e-03 2 1.16e-10 rᵏ[1]/ɛᵖʳⁱ[1] = 0.0 sᵏ[1]/ɛᵈᵘᵃ[1] = Inf Δ[1]/Δᵒˡᵈ[1] = 0.27968067 new ρ[1] = 0.1 iter = 1; λ = 0.42973942; abs(λ/λᵒˡᵈ - 1) = 1.0