Package evaluation of RegularizedLeastSquares on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T18:02:55.039 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.11s ################################################################################ # Installation # Installing RegularizedLeastSquares... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [1e9c538a] + RegularizedLeastSquares v0.16.8 Updating `~/.julia/environments/v1.10/Manifest.toml` [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [4fba245c] + ArrayInterface v7.19.0 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [62783981] + BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] + CPUSummary v0.2.6 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [6add18c4] + ContextVariablesX v0.1.3 [adafc99b] + CpuId v0.3.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [ffbed154] + DocStringExtensions v0.9.4 [e2ba6199] + ExprTools v0.1.10 [cc61a311] + FLoops v0.2.2 [b9860ae5] + FLoopsBase v0.1.1 [9aa1b823] + FastClosures v0.3.2 [3e5b6fbb] + HostCPUFeatures v0.1.17 [615f187c] + IfElse v0.1.1 [22cec73e] + InitialValues v0.3.1 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.4 [42fd0dbc] + IterativeSolvers v0.9.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [b14d175d] + JuliaVariables v0.2.4 [10f19ff3] + LayoutPointers v0.1.17 [a4a2c56f] + LinearOperatorCollection v2.1.0 [5c8ed15e] + LinearOperators v2.10.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [d8e11817] + MLStyle v0.4.17 [1914dd2f] + MacroTools v0.5.16 [d125e4d3] + ManualMemory v0.1.8 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [71a1bf82] + NameResolution v0.1.5 [bac558e1] + OrderedCollections v1.8.1 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [8162dcfd] + PrettyPrint v0.2.0 [43287f4e] + PtrArrays v1.3.0 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [1e9c538a] + RegularizedLeastSquares v0.16.8 [ae029012] + Requires v1.3.1 [94e857df] + SIMDTypes v0.1.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.1 [171d559e] + SplittablesBase v0.1.15 [aedffcd0] + Static v1.2.0 [0d7ed370] + StaticArrayInterface v1.8.0 [1e83bf80] + StaticArraysCore v1.4.3 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [a759f4b9] + TimerOutputs v0.5.29 [28d57a85] + Transducers v0.4.84 [3d5dd08c] + VectorizationBase v0.21.71 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [9fa8497b] + Future [b77e0a4c] + InteractiveUtils [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [de0858da] + Printf [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [fa267f1f] + TOML v1.0.3 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.23+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 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 8.0s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 36.55s ################################################################################ # Testing # Testing RegularizedLeastSquares Status `/tmp/jl_evM58L/Project.toml` [7a1cc6ca] FFTW v1.9.0 [cc61a311] FLoops v0.2.2 [42fd0dbc] IterativeSolvers v0.9.4 [27aeb0d3] JLArrays v0.2.0 [a4a2c56f] LinearOperatorCollection v2.1.0 [5c8ed15e] LinearOperators v2.10.0 [1e9c538a] RegularizedLeastSquares v0.16.8 [2913bbd2] StatsBase v0.34.5 [3d5dd08c] VectorizationBase v0.21.71 [b77e0a4c] InteractiveUtils [37e2e46d] LinearAlgebra [9a3f8284] Random [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [8dfed614] Test Status `/tmp/jl_evM58L/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [4fba245c] ArrayInterface v7.19.0 [a9b6321e] Atomix v1.1.1 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [fa961155] CEnum v0.5.0 [2a0fbf3d] CPUSummary v0.2.6 [f70d9fcc] CommonWorldInvalidations v1.0.0 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [6add18c4] ContextVariablesX v0.1.3 [adafc99b] CpuId v0.3.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [ffbed154] DocStringExtensions v0.9.4 [e2ba6199] ExprTools v0.1.10 [7a1cc6ca] FFTW v1.9.0 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [9aa1b823] FastClosures v0.3.2 [0c68f7d7] GPUArrays v11.2.2 [46192b85] GPUArraysCore v0.2.0 [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 v0.2.4 [42fd0dbc] IterativeSolvers v0.9.4 [82899510] IteratorInterfaceExtensions v1.0.0 [27aeb0d3] JLArrays v0.2.0 [692b3bcd] JLLWrappers v1.7.0 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.34 [929cbde3] LLVM v9.4.0 [10f19ff3] LayoutPointers v0.1.17 [a4a2c56f] LinearOperatorCollection v2.1.0 [5c8ed15e] LinearOperators v2.10.0 [2ab3a3ac] LogExpFunctions v0.3.29 [d8e11817] MLStyle v0.4.17 [1914dd2f] MacroTools v0.5.16 [d125e4d3] ManualMemory v0.1.8 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [71a1bf82] NameResolution v0.1.5 [bac558e1] OrderedCollections v1.8.1 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [43287f4e] PtrArrays v1.3.0 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [1e9c538a] RegularizedLeastSquares v0.16.8 [ae029012] Requires v1.3.1 [94e857df] SIMDTypes v0.1.0 [7e506255] ScopedValues v1.3.0 [efcf1570] Setfield v1.1.2 [a2af1166] SortingAlgorithms v1.2.1 [171d559e] SplittablesBase v0.1.15 [aedffcd0] Static v1.2.0 [0d7ed370] StaticArrayInterface v1.8.0 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [a759f4b9] TimerOutputs v0.5.29 [28d57a85] Transducers v0.4.84 [013be700] UnsafeAtomics v0.3.0 [3d5dd08c] VectorizationBase v0.21.71 [f5851436] FFTW_jll v3.3.11+0 [1d5cc7b8] IntelOpenMP_jll v2025.0.4+0 [dad2f222] LLVMExtra_jll v0.0.36+0 [856f044c] MKL_jll v2025.0.1+1 [1317d2d5] oneTBB_jll v2022.0.0+0 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [9fa8497b] Future [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 [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 [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: 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 : 0.010262859906802525 vs 0.04128081605526894 [ 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 : 0.005295070177790833 vs 0.013467763213849853 [ Info: test Overlapping LLR regularization [ Info: rel. LLR error : 0.006647037653193494 vs 0.013467763213849853 [ Info: test LLR 3D regularization [ Info: rel. LLR 3D error : 0.0040344413315106945 vs 0.013379429806980963 [ Info: test L2-regularization [ Info: test L1-regularization [ Info: rel. L1 error : 0.0011220302195384059 vs 0.003914031436659023 [ Info: test L21-regularization L21 Prox: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:303 Got exception outside of a @test This kernel is unavailable for backend CPU Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] (::RegularizedLeastSquaresGPUArraysExt.var"#proxL21_kernel#14"{RegularizedLeastSquaresGPUArraysExt.var"#gpu_proxL21_kernel#13"})(dev::JLBackend, sz::KernelAbstractions.NDIteration.DynamicSize, range::KernelAbstractions.NDIteration.DynamicSize) @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/KernelAbstractions/sWSE0/src/macros.jl:65 [3] (::RegularizedLeastSquaresGPUArraysExt.var"#proxL21_kernel#14"{RegularizedLeastSquaresGPUArraysExt.var"#gpu_proxL21_kernel#13"})(dev::JLBackend) @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/KernelAbstractions/sWSE0/src/macros.jl:55 [4] proxL21!(x::JLArray{ComplexF64, 1}, λ::Float64, slices::Int64) @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/RegularizedLeastSquares/HOcqi/ext/RegularizedLeastSquaresGPUArraysExt/ProxL21.jl:9 [5] prox! @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxL21.jl:27 [inlined] [6] prox! @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/Regularization/Regularization.jl:39 [inlined] [7] testL21Prox(N::Int64; numPeaks::Int64, numSlices::Int64, noisySlices::Int64, σ::Float64, arrayType::Type{JLArray}) @ Main ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:62 [8] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [9] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:303 [inlined] [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [11] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:301 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [13] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:299 [14] include(fname::String) @ Base.MainInclude ./client.jl:494 [15] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/runtests.jl:13 [inlined] [16] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [17] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/runtests.jl:11 [18] include(fname::String) @ Base.MainInclude ./client.jl:494 [19] top-level scope @ none:6 [20] eval @ ./boot.jl:385 [inlined] [21] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [22] _start() @ Base ./client.jl:557 [ Info: test TV-regularization TV Prox: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:304 Got exception outside of a @test This kernel is unavailable for backend CPU Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] grad_t_kernel_1!(dev::JLBackend, sz::KernelAbstractions.NDIteration.DynamicSize, range::KernelAbstractions.NDIteration.DynamicSize) @ LinearOperatorGPUArraysExt ~/.julia/packages/KernelAbstractions/sWSE0/src/macros.jl:65 [3] grad_t_kernel_1!(dev::JLBackend) @ LinearOperatorGPUArraysExt ~/.julia/packages/KernelAbstractions/sWSE0/src/macros.jl:55 [4] grad_t!(res::JLArray{ComplexF64, 1}, g::JLArray{ComplexF64, 1}, shape::Tuple{Int64, Int64}, dirs::Vector{CartesianIndex{2}}, dims::UnitRange{Int64}, dim_ends::Vector{Int64}, tmp::JLArray{ComplexF64, 1}) @ LinearOperatorGPUArraysExt ~/.julia/packages/LinearOperatorCollection/qbON0/ext/LinearOperatorGPUArraysExt/GradientOp.jl:53 [5] (::LinearOperatorCollection.var"#33#36"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}})(res::JLArray{ComplexF64, 1}, x::JLArray{ComplexF64, 1}) @ LinearOperatorCollection ~/.julia/packages/LinearOperatorCollection/qbON0/src/GradientOp.jl:39 [6] prod3!(res::JLArray{ComplexF64, 1}, prod!::LinearOperatorCollection.var"#33#36"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}}, v::JLArray{ComplexF64, 1}, α::Float64, β::Int64, Mv5::JLArray{ComplexF64, 1}) @ LinearOperators ~/.julia/packages/LinearOperators/Xuihm/src/operations.jl:17 [7] mul!(res::JLArray{ComplexF64, 1}, op::TransposeLinearOperator{ComplexF64, LinearOperator{ComplexF64, Int64, LinearOperatorCollection.var"#32#35"{Tuple{Int64, Int64}, UnitRange{Int64}, Vector{Int64}, Vector{CartesianIndex{2}}}, LinearOperatorCollection.var"#33#36"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}}, LinearOperatorCollection.var"#34#37"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}}, JLArray{ComplexF64, 1}}}, v::JLArray{ComplexF64, 1}, α::Float64, β::Int64) @ LinearOperators ~/.julia/packages/LinearOperators/Xuihm/src/adjtrans.jl:183 [8] proxTV!(x::JLArray{ComplexF64, 1}, λ::Float64, p::RegularizedLeastSquares.TVParams{ComplexF64, JLArray{ComplexF64, 1}, LinearOperator{ComplexF64, Int64, LinearOperatorCollection.var"#32#35"{Tuple{Int64, Int64}, UnitRange{Int64}, Vector{Int64}, Vector{CartesianIndex{2}}}, LinearOperatorCollection.var"#33#36"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}}, LinearOperatorCollection.var"#34#37"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}}, JLArray{ComplexF64, 1}}}; iterationsTV::Int64, kwargs::@Kwargs{}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:108 [9] proxTV!(reg::TVRegularization{Float64, 2, Int64}, x::JLArray{ComplexF64, 1}, λ::Float64, shape::Tuple{Int64, Int64}, dims::UnitRange{Int64}; iterationsTV::Int64, kwargs::@Kwargs{}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:86 [10] proxTV! @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:82 [inlined] [11] #proxTV!#70 @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:67 [inlined] [12] prox!(reg::TVRegularization{Float64, 2, Int64}, x::JLArray{ComplexF64, 1}, λ::Float64) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:64 [13] prox! @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/Regularization/Regularization.jl:39 [inlined] [14] testTVprox(N::Int64; numEdges::Int64, σ::Float64, arrayType::Type{JLArray}) @ Main ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:94 [15] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [16] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:304 [inlined] [17] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [18] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:301 [inlined] [19] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [20] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:299 [21] include(fname::String) @ Base.MainInclude ./client.jl:494 [22] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/runtests.jl:13 [inlined] [23] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [24] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/runtests.jl:11 [25] include(fname::String) @ Base.MainInclude ./client.jl:494 [26] top-level scope @ none:6 [27] eval @ ./boot.jl:385 [inlined] [28] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [29] _start() @ Base ./client.jl:557 TV Prox Directional: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:305 Got exception outside of a @test This kernel is unavailable for backend CPU Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] grad_t_kernel_1!(dev::JLBackend, sz::KernelAbstractions.NDIteration.DynamicSize, range::KernelAbstractions.NDIteration.DynamicSize) @ LinearOperatorGPUArraysExt ~/.julia/packages/KernelAbstractions/sWSE0/src/macros.jl:65 [3] grad_t_kernel_1!(dev::JLBackend) @ LinearOperatorGPUArraysExt ~/.julia/packages/KernelAbstractions/sWSE0/src/macros.jl:55 [4] grad_t! @ ~/.julia/packages/LinearOperatorCollection/qbON0/ext/LinearOperatorGPUArraysExt/GradientOp.jl:27 [inlined] [5] #40 @ ~/.julia/packages/LinearOperatorCollection/qbON0/src/GradientOp.jl:53 [inlined] [6] prod3!(res::JLArray{ComplexF64, 1}, prod!::LinearOperatorCollection.var"#40#43"{Tuple{Int64, Int64}, CartesianIndex{2}}, v::JLArray{ComplexF64, 1}, α::Float64, β::Int64, Mv5::JLArray{ComplexF64, 1}) @ LinearOperators ~/.julia/packages/LinearOperators/Xuihm/src/operations.jl:17 [7] mul!(res::JLArray{ComplexF64, 1}, op::TransposeLinearOperator{ComplexF64, LinearOperator{ComplexF64, Int64, LinearOperatorCollection.var"#39#42"{Tuple{Int64, Int64}, CartesianIndex{2}}, LinearOperatorCollection.var"#40#43"{Tuple{Int64, Int64}, CartesianIndex{2}}, LinearOperatorCollection.var"#41#44"{Tuple{Int64, Int64}, CartesianIndex{2}}, JLArray{ComplexF64, 1}}}, v::JLArray{ComplexF64, 1}, α::Float64, β::Int64) @ LinearOperators ~/.julia/packages/LinearOperators/Xuihm/src/adjtrans.jl:183 [8] proxTV!(x::JLArray{ComplexF64, 1}, λ::Float64, p::RegularizedLeastSquares.TVParams{ComplexF64, JLArray{ComplexF64, 1}, LinearOperator{ComplexF64, Int64, LinearOperatorCollection.var"#39#42"{Tuple{Int64, Int64}, CartesianIndex{2}}, LinearOperatorCollection.var"#40#43"{Tuple{Int64, Int64}, CartesianIndex{2}}, LinearOperatorCollection.var"#41#44"{Tuple{Int64, Int64}, CartesianIndex{2}}, JLArray{ComplexF64, 1}}}; iterationsTV::Int64, kwargs::@Kwargs{}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:108 [9] proxTV!(reg::TVRegularization{Float64, 2, Int64}, x::JLArray{ComplexF64, 1}, λ::Float64, shape::Tuple{Int64, Int64}, dims::Int64; iterationsTV::Int64, kwargs::@Kwargs{}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:86 [10] proxTV! @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:82 [inlined] [11] #proxTV!#70 @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:67 [inlined] [12] prox!(reg::TVRegularization{Float64, 2, Int64}, x::JLArray{ComplexF64, 1}, λ::Float64) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/proximalMaps/ProxTV.jl:64 [13] #prox!#18 @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/src/Regularization/Regularization.jl:39 [inlined] [14] testDirectionalTVprox(N::Int64; numEdges::Int64, σ::Float64, T::Type, arrayType::Type{JLArray}) @ Main ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:118 [15] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [16] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:305 [inlined] [17] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [18] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:301 [inlined] [19] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [20] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/testProxMaps.jl:299 [21] include(fname::String) @ Base.MainInclude ./client.jl:494 [22] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/runtests.jl:13 [inlined] [23] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [24] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/HOcqi/test/runtests.jl:11 [25] include(fname::String) @ Base.MainInclude ./client.jl:494 [26] top-level scope @ none:6 [27] eval @ ./boot.jl:385 [inlined] [28] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [29] _start() @ Base ./client.jl:557 [ Info: test positivity-constraint [ Info: test realness-constraint [ Info: test nuclear norm regularization [ Info: rel. LR error : 0.019326759059263978 vs 0.0386903818350639 [ Info: test LLR regularization [ Info: rel. LLR error : 0.005295070177790834 vs 0.013467763213849853 [ Info: test Overlapping LLR regularization [ Info: rel. LLR error : 0.006647037653193494 vs 0.013467763213849853 [ Info: test LLR 3D regularization [ Info: rel. LLR 3D error : 0.0040344413315106945 vs 0.013379429806980963 [ 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/HOcqi/src/RegularizedLeastSquares.jl:273 [ Info: Testing solver DirectSolver: Float32[0.07435727, 0.1361165] ≈ Float32[0.074357316, 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/HOcqi/src/RegularizedLeastSquares.jl:273 [ Info: Testing solver PseudoInverse: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435728, 0.13611647] [ Info: Testing solver CGNR: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435724, 0.13611646] [ Info: Testing solver ADMM: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435749, 0.13611618] [ Info: Testing solver SplitBregman: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435749, 0.13611618] [ Info: Testing solver FISTA: Float32[0.07435727, 0.1361165] ≈ Float32[0.074357376, 0.13611634] [ Info: Testing solver OptISTA: Float32[0.07435727, 0.1361165] ≈ Float32[0.07435714, 0.1361167] [ Info: Testing solver POGM: Float32[0.07435727, 0.1361165] ≈ Float32[0.074357316, 0.13611645] [ 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/HOcqi/src/RegularizedLeastSquares.jl:273 [ Info: Testing solver DirectSolver: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.1946308f0 + 0.45174462f0im, 0.6611682f0 + 0.72863644f0im] ┌ 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/HOcqi/src/RegularizedLeastSquares.jl:273 [ 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[0.19463085f0 + 0.4517445f0im, 0.6611688f0 + 0.7286371f0im] [ Info: Testing solver ADMM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463073f0 + 0.45174506f0im, 0.661168f0 + 0.72863597f0im] [ Info: Testing solver SplitBregman: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463079f0 + 0.45174444f0im, 0.6611684f0 + 0.72863656f0im] [ Info: Testing solver FISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462618f0 + 0.45182946f0im, 0.66111344f0 + 0.72854805f0im] [ Info: Testing solver OptISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462813f0 + 0.45179334f0im, 0.66113687f0 + 0.72858566f0im] [ Info: Testing solver POGM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462703f0 + 0.45179576f0im, 0.661136f0 + 0.72858244f0im] [ 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[0.19463058f0 + 0.45174536f0im, 0.6611687f0 + 0.72863746f0im] [ Info: Testing solver ADMM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463073f0 + 0.45174482f0im, 0.66116816f0 + 0.7286362f0im] [ Info: Testing solver SplitBregman: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463089f0 + 0.45174366f0im, 0.6611688f0 + 0.7286374f0im] [ Info: Testing solver FISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462578f0 + 0.45182908f0im, 0.66111416f0 + 0.7285482f0im] [ Info: Testing solver OptISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462757f0 + 0.45179307f0im, 0.66113746f0 + 0.72858596f0im] [ Info: Testing solver POGM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462746f0 + 0.45179594f0im, 0.6611355f0 + 0.728583f0im] [ Info: Testing solver POGM w/o restart: relative error = 0.004481134173874222 [ Info: Testing solver POGM w/ gradient restart: relative error = 0.004481134173874156 [ 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/HOcqi/src/RegularizedLeastSquares.jl:273 [ Info: Testing solver DirectSolver: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355441, 0.728636438830696] ┌ 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/HOcqi/src/RegularizedLeastSquares.jl:273 [ Info: Testing solver PseudoInverse: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355444, 0.728636438830696] [ Info: Testing solver CGNR: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355468, 0.7286364388306965] [ Info: Testing solver ADMM: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355454, 0.7286364388306906] [ Info: Testing solver SplitBregman: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355443, 0.7286364388306952] [ Info: Testing solver FISTA: [0.6611685583355441, 0.7286364388306961] ≈ [0.6610373767271625, 0.7290920106777331] [ Info: Testing solver OptISTA: [0.6611685583355441, 0.7286364388306961] ≈ [0.6610811838624546, 0.7289398758031513] [ Info: Testing solver POGM: [0.6611685583355441, 0.7286364388306961] ≈ [0.6610782228067104, 0.7289501590558962] [ 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/HOcqi/src/RegularizedLeastSquares.jl:273 [ Info: Testing solver DirectSolver: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021483368013 + 0.8104947638539548im, 0.11848853125656122 + 0.8532722765149257im] ┌ 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/HOcqi/src/RegularizedLeastSquares.jl:273 [ 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[0.2675502148336803 + 0.810494763853956im, 0.11848853125656142 + 0.8532722765149261im] [ Info: Testing solver ADMM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021483367997 + 0.8104947638539551im, 0.11848853125656107 + 0.8532722765149251im] [ Info: Testing solver SplitBregman: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675502165659976 + 0.810494762143085im, 0.11848852962335436 + 0.8532722804664304im] [ Info: Testing solver FISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755004689208334 + 0.8104949297163327im, 0.11848868958974196 + 0.8532718934315497im] [ Info: Testing solver OptISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675505586034003 + 0.810494424339303im, 0.11848820715453653 + 0.8532730606710194im] [ Info: Testing solver POGM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755053855447436 + 0.8104944441395587im, 0.11848822605625042 + 0.8532730149382914im] [ 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[0.26755021483368047 + 0.8104947638539559im, 0.11848853125656145 + 0.8532722765149272im] [ Info: Testing solver ADMM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675502148336801 + 0.8104947638539541im, 0.1184885312565614 + 0.8532722765149265im] [ Info: Testing solver SplitBregman: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021656599337 + 0.8104947621430472im, 0.11848852962334384 + 0.853272280466412im] [ Info: Testing solver FISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675500468920834 + 0.8104949297163324im, 0.11848868958974203 + 0.8532718934315505im] [ Info: Testing solver OptISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755055860340043 + 0.8104944243393021im, 0.11848820715453674 + 0.853273060671021im] [ Info: Testing solver POGM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755053855447414 + 0.8104944441395585im, 0.11848822605625073 + 0.8532730149382928im] [ Info: Testing solver POGM w/o restart: relative error = 0.004481133961033804 [ Info: Testing solver POGM w/ gradient restart: relative error = 0.004481133961033722 [ 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 [ 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] [ 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[0.19463071f0 + 0.45174477f0im, 0.6611683f0 + 0.7286362f0im] [ Info: Testing solver SplitBregman: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.1946309f0 + 0.45174345f0im, 0.661169f0 + 0.7286376f0im] [ 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[0.19463065f0 + 0.45174462f0im, 0.6611685f0 + 0.7286364f0im] [ Info: Testing solver CGNR: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463077f0 + 0.45174536f0im, 0.6611692f0 + 0.72863704f0im] [ Info: Testing solver ADMM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463076f0 + 0.4517447f0im, 0.66116816f0 + 0.7286364f0im] [ Info: Testing solver SplitBregman: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19463111f0 + 0.45174387f0im, 0.66116834f0 + 0.72863746f0im] [ Info: Testing solver FISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462578f0 + 0.45182908f0im, 0.66111416f0 + 0.7285482f0im] [ Info: Testing solver OptISTA: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462757f0 + 0.45179307f0im, 0.66113746f0 + 0.72858596f0im] [ Info: Testing solver POGM: ComplexF32[0.19463056f0 + 0.4517445f0im, 0.6611685f0 + 0.7286364f0im] ≈ ComplexF32[0.19462746f0 + 0.45179594f0im, 0.6611355f0 + 0.728583f0im] [ Info: Testing solver POGM w/o restart: relative error = 0.004481134173874375 [ Info: Testing solver POGM w/ gradient restart: relative error = 0.004481134173874391 [ Info: Testing solver POGM w/o restart and after re-scaling: relative error = 0.0023162374672481933 [ Info: Testing solver OptISTA w/o restart: relative error = 0.004481134173877721 [ Info: Testing solver OptISTA w/o restart and after re-scaling: relative error = 0.0023162374672521155 [ Info: Testing solver FISTA w/o restart: relative error = 0.004481134173874635 [ Info: Testing solver FISTA w/ gradient restart: relative error = 0.004481134173874418 [ Info: Testing solver FISTA w/o restart and after re-scaling: relative error = 0.0023162374672532652 [ Info: Testing solver ADMM w/o restart: relative error = 0.002240576653750993 [ Info: Testing solver ADMM w/o restart and after re-scaling: relative error = 0.0001507131142743894 [ Info: Testing solver ADMM: relative error = 0.0022405766537515037 [ Info: Testing solver ADMM: relative error = 0.0022405766537366163 [ Info: Testing solver ADMM: relative error = 0.0022405766537515765 [ Info: Testing solver SplitBregman: relative error = 2.1633359835341144e-8 [ Info: Testing solver SplitBregman: relative error = 2.1633359835341144e-8 [ Info: Testing solver CGNR: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355467, 0.7286364388306988] [ Info: Testing solver ADMM: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355454, 0.7286364388306904] [ Info: Testing solver SplitBregman: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355439, 0.7286364388306963] [ Info: Testing solver FISTA: [0.6611685583355441, 0.7286364388306961] ≈ [0.6610373767271631, 0.7290920106777302] [ Info: Testing solver OptISTA: [0.6611685583355441, 0.7286364388306961] ≈ [0.6610811838624543, 0.7289398758031532] [ Info: Testing solver POGM: [0.6611685583355441, 0.7286364388306961] ≈ [0.6610782228067102, 0.7289501590558977] [ Info: Testing solver Kaczmarz: [0.6611685583355441, 0.7286364388306961] ≈ [0.6611685583355442, 0.7286364388306957] [ 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[0.2675502148336801 + 0.8104947638539549im, 0.11848853125656117 + 0.8532722765149255im] [ Info: Testing solver SplitBregman: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675502165659933 + 0.8104947621430467im, 0.11848852962334397 + 0.8532722804664116im] [ Info: Testing solver FISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755004689208345 + 0.8104949297163327im, 0.11848868958974186 + 0.8532718934315499im] [ Info: Testing solver OptISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675505586034005 + 0.8104944243393031im, 0.11848820715453628 + 0.8532730606710188im] [ Info: Testing solver POGM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755053855447447 + 0.8104944441395585im, 0.11848822605625063 + 0.8532730149382917im] [ Info: Testing solver Kaczmarz: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021483368024 + 0.8104947638539546im, 0.1184885312565611 + 0.8532722765149262im] [ Info: Testing solver CGNR: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675502148336803 + 0.8104947638539559im, 0.11848853125656147 + 0.8532722765149271im] [ Info: Testing solver ADMM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675502148336801 + 0.8104947638539541im, 0.1184885312565614 + 0.8532722765149265im] [ Info: Testing solver SplitBregman: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755021656599337 + 0.8104947621430472im, 0.11848852962334384 + 0.853272280466412im] [ Info: Testing solver FISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.2675500468920834 + 0.8104949297163324im, 0.11848868958974203 + 0.8532718934315505im] [ Info: Testing solver OptISTA: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755055860340043 + 0.8104944243393021im, 0.11848820715453674 + 0.853273060671021im] [ Info: Testing solver POGM: ComplexF64[0.26755021483368013 + 0.8104947638539546im, 0.11848853125656122 + 0.8532722765149262im] ≈ ComplexF64[0.26755053855447414 + 0.8104944441395585im, 0.11848822605625073 + 0.8532730149382928im] [ Info: Testing solver POGM w/o restart: relative error = 0.0044811339610340535 [ Info: Testing solver POGM w/ gradient restart: relative error = 0.0044811339610340535 [ Info: Testing solver POGM w/o restart and after re-scaling: relative error = 0.002316237266855088 [ Info: Testing solver OptISTA w/o restart: relative error = 0.004481133961035683 [ Info: Testing solver OptISTA w/o restart and after re-scaling: relative error = 0.0023162372668581476 [ Info: Testing solver FISTA w/o restart: relative error = 0.004481133961034174 [ Info: Testing solver FISTA w/ gradient restart: relative error = 0.00448113396103405 [ Info: Testing solver FISTA w/o restart and after re-scaling: relative error = 0.0023162372668596317 [ Info: Testing solver ADMM w/o restart: relative error = 0.0022405765473303163 [ Info: Testing solver ADMM w/o restart and after re-scaling: relative error = 0.0001507132648806021 [ Info: Testing solver ADMM: relative error = 0.0022405765473231367 [ Info: Testing solver ADMM: relative error = 0.0022405765473452696 [ Info: Testing solver ADMM: relative error = 0.0022405765473303522 [ Info: Testing solver SplitBregman: relative error = 2.163338114223231e-8 [ Info: Testing solver SplitBregman: relative error = 2.163338113296751e-8 Outer ADMM Iteration #0 conjugated gradients: 1 1.67e-02 2 8.53e-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 7.92e-09 rᵏ[1]/ɛᵖʳⁱ[1] = 0.0 sᵏ[1]/ɛᵈᵘᵃ[1] = Inf Δ[1]/Δᵒˡᵈ[1] = 0.12021453 new ρ[1] = 0.1 Outer ADMM Iteration #2 conjugated gradients: 1 2.04e-03 2 5.82e-11 rᵏ[1]/ɛᵖʳⁱ[1] = 0.0 sᵏ[1]/ɛᵈᵘᵃ[1] = Inf Δ[1]/Δᵒˡᵈ[1] = 0.27967867 new ρ[1] = 0.1 iter = 1; λ = 0.42973953; abs(λ/λᵒˡᵈ - 1) = 1.0