Package evaluation of RegularizedLeastSquares on Julia 1.12.0-rc2.1 (084dab1917*) started at 2025-09-12T10:22:17.287 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.33s ################################################################################ # Installation # Installing RegularizedLeastSquares... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [1e9c538a] + RegularizedLeastSquares v0.16.10 Updating `~/.julia/environments/v1.12/Manifest.toml` [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [4fba245c] + ArrayInterface v7.20.0 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [62783981] + BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] + CPUSummary v0.2.7 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + ContextVariablesX v0.1.3 [adafc99b] + CpuId v0.3.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.1 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [ffbed154] + DocStringExtensions v0.9.5 [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 v2.11.0 [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 v1.3.3 [21216c6a] + Preferences v1.5.0 [8162dcfd] + PrettyPrint v0.2.0 [43287f4e] + PtrArrays v1.3.0 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [1e9c538a] + RegularizedLeastSquares v0.16.10 [ae029012] + Requires v1.3.1 [94e857df] + SIMDTypes v0.1.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.2 [171d559e] + SplittablesBase v0.1.15 [aedffcd0] + Static v1.2.0 [0d7ed370] + StaticArrayInterface v1.8.0 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.6 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [a759f4b9] + TimerOutputs v0.5.29 [28d57a85] + Transducers v0.4.85 [3d5dd08c] + VectorizationBase v0.21.72 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [8dfed614] + Test v1.11.0 [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 v7.8.3+2 [8e850b90] + libblastrampoline_jll v5.13.1+1 Installation completed after 4.24s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 52.8s ################################################################################ # Testing # Testing RegularizedLeastSquares Status `/tmp/jl_v8pbdU/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 v2.11.0 [1e9c538a] RegularizedLeastSquares v0.16.10 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.6 [3d5dd08c] VectorizationBase v0.21.72 [b77e0a4c] InteractiveUtils v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.12.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_v8pbdU/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 v7.20.0 [a9b6321e] Atomix v1.1.2 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [fa961155] CEnum v0.5.0 [2a0fbf3d] CPUSummary v0.2.7 [f70d9fcc] CommonWorldInvalidations v1.0.0 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [6add18c4] ContextVariablesX v0.1.3 [adafc99b] CpuId v0.3.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.1 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [ffbed154] DocStringExtensions v0.9.5 [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 v11.2.5 [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 v1.7.1 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.38 [929cbde3] LLVM v9.4.2 [10f19ff3] LayoutPointers v0.1.17 [a4a2c56f] LinearOperatorCollection v2.1.0 [5c8ed15e] LinearOperators v2.11.0 [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 v1.3.3 [21216c6a] Preferences v1.5.0 [8162dcfd] PrettyPrint v0.2.0 [43287f4e] PtrArrays v1.3.0 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [1e9c538a] RegularizedLeastSquares v0.16.10 [ae029012] Requires v1.3.1 [94e857df] SIMDTypes v0.1.0 [7e506255] ScopedValues v1.5.0 [efcf1570] Setfield v1.1.2 [a2af1166] SortingAlgorithms v1.2.2 [171d559e] SplittablesBase v0.1.15 [aedffcd0] Static v1.2.0 [0d7ed370] StaticArrayInterface v1.8.0 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.6 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [a759f4b9] TimerOutputs v0.5.29 [28d57a85] Transducers v0.4.85 [013be700] UnsafeAtomics v0.3.0 [3d5dd08c] VectorizationBase v0.21.72 [f5851436] FFTW_jll v3.3.11+0 [1d5cc7b8] IntelOpenMP_jll v2025.2.0+0 [dad2f222] LLVMExtra_jll v0.0.37+2 [856f044c] MKL_jll v2025.2.0+0 [1317d2d5] oneTBB_jll v2022.0.0+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.12.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [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 v8.11.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [458c3c95] OpenSSL_jll v3.5.1+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+1 [8e850ede] nghttp2_jll v1.64.0+1 [3f19e933] p7zip_jll v17.5.0+2 Testing Running tests... Precompiling packages... Info Given JLArrays was explicitly requested, output will be shown live  WARNING: Constructor for type "BroadcastStyle" was extended in `JLArrays` without explicit qualification or import.  NOTE: Assumed "BroadcastStyle" refers to `Broadcast.BroadcastStyle`. This behavior is deprecated and may differ in future versions.`  NOTE: This behavior may have differed in Julia versions prior to 1.12.  Hint: If you intended to create a new generic function of the same name, use `function BroadcastStyle end`.  Hint: To silence the warning, qualify `BroadcastStyle` as `Broadcast.BroadcastStyle` in the method signature or explicitly `import Broadcast: BroadcastStyle`. 9005.0 ms ✓ JLArrays 1 dependency successfully precompiled in 9 seconds. 52 already precompiled. 1 dependency had output during precompilation: ┌ JLArrays │ [Output was shown above] └ Precompiling packages... 2053.5 ms ✓ Transducers → TransducersAdaptExt 1 dependency successfully precompiled in 2 seconds. 44 already precompiled. Precompiling packages... 11809.5 ms ✓ LinearOperatorCollection → LinearOperatorGPUArraysExt 1 dependency successfully precompiled in 12 seconds. 62 already precompiled. Precompiling packages... 6824.6 ms ✓ LinearOperators → LinearOperatorsJLArraysExt 1 dependency successfully precompiled in 7 seconds. 62 already precompiled. test Kaczmarz update Float32: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:8 Got exception outside of a @test MethodError: kaczmarz_update!(::Transpose{Float32, JLArray{Float32, 2}}, ::JLArray{Float32, 1}, ::Int64, ::Float32) is ambiguous. Candidates: kaczmarz_update!(B::Transpose{T, S}, x::vecT, row, beta) where {T, S<:(GPUArraysCore.AbstractGPUArray{T}), vecT<:GPUArraysCore.AbstractGPUVector{T}} @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/RegularizedLeastSquares/O9cnL/ext/RegularizedLeastSquaresGPUArraysExt/Kaczmarz.jl:12 kaczmarz_update!(B::Transpose{T, S}, x::V, k::Integer, beta) where {T, S<:(DenseMatrix), V<:(DenseVector)} @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Kaczmarz.jl:439 Possible fix, define kaczmarz_update!(::Transpose{T, S}, ::V, ::Integer, ::Any) where {T, S<:GPUArraysCore.AbstractGPUMatrix{T}, V<:GPUArraysCore.AbstractGPUVector{T}} Stacktrace: [1] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:20 [inlined] [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [3] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:10 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [5] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:7 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [7] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:4 [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [9] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:11 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [11] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:12 [inlined] [12] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [13] top-level scope @ none:6 [14] eval(m::Module, e::Any) @ Core ./boot.jl:489 [15] exec_options(opts::Base.JLOptions) @ Base ./client.jl:287 [16] _start() @ Base ./client.jl:554 test Kaczmarz update Float64: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:8 Got exception outside of a @test MethodError: kaczmarz_update!(::Transpose{Float64, JLArray{Float64, 2}}, ::JLArray{Float64, 1}, ::Int64, ::Float64) is ambiguous. Candidates: kaczmarz_update!(B::Transpose{T, S}, x::vecT, row, beta) where {T, S<:(GPUArraysCore.AbstractGPUArray{T}), vecT<:GPUArraysCore.AbstractGPUVector{T}} @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/RegularizedLeastSquares/O9cnL/ext/RegularizedLeastSquaresGPUArraysExt/Kaczmarz.jl:12 kaczmarz_update!(B::Transpose{T, S}, x::V, k::Integer, beta) where {T, S<:(DenseMatrix), V<:(DenseVector)} @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Kaczmarz.jl:439 Possible fix, define kaczmarz_update!(::Transpose{T, S}, ::V, ::Integer, ::Any) where {T, S<:GPUArraysCore.AbstractGPUMatrix{T}, V<:GPUArraysCore.AbstractGPUVector{T}} Stacktrace: [1] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:20 [inlined] [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [3] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:10 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [5] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:7 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [7] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:4 [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [9] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:11 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [11] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:12 [inlined] [12] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [13] top-level scope @ none:6 [14] eval(m::Module, e::Any) @ Core ./boot.jl:489 [15] exec_options(opts::Base.JLOptions) @ Base ./client.jl:287 [16] _start() @ Base ./client.jl:554 test Kaczmarz update ComplexF32: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:8 Got exception outside of a @test MethodError: kaczmarz_update!(::Transpose{ComplexF32, JLArray{ComplexF32, 2}}, ::JLArray{ComplexF32, 1}, ::Int64, ::ComplexF32) is ambiguous. Candidates: kaczmarz_update!(B::Transpose{T, S}, x::vecT, row, beta) where {T, S<:(GPUArraysCore.AbstractGPUArray{T}), vecT<:GPUArraysCore.AbstractGPUVector{T}} @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/RegularizedLeastSquares/O9cnL/ext/RegularizedLeastSquaresGPUArraysExt/Kaczmarz.jl:12 kaczmarz_update!(A::Transpose{ComplexF32, S}, b::V, k::Integer, beta::ComplexF32) where {S<:DenseMatrix{ComplexF32}, V<:DenseVector{ComplexF32}} @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Kaczmarz.jl:459 Possible fix, define kaczmarz_update!(::Transpose{ComplexF32, S}, ::V, ::Integer, ::ComplexF32) where {S<:GPUArraysCore.AbstractGPUMatrix{ComplexF32}, V<:GPUArraysCore.AbstractGPUVector{ComplexF32}} Stacktrace: [1] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:20 [inlined] [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [3] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:10 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [5] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:7 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [7] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:4 [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [9] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:11 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [11] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:12 [inlined] [12] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [13] top-level scope @ none:6 [14] eval(m::Module, e::Any) @ Core ./boot.jl:489 [15] exec_options(opts::Base.JLOptions) @ Base ./client.jl:287 [16] _start() @ Base ./client.jl:554 test Kaczmarz update ComplexF64: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:8 Got exception outside of a @test MethodError: kaczmarz_update!(::Transpose{ComplexF64, JLArray{ComplexF64, 2}}, ::JLArray{ComplexF64, 1}, ::Int64, ::ComplexF64) is ambiguous. Candidates: kaczmarz_update!(B::Transpose{T, S}, x::vecT, row, beta) where {T, S<:(GPUArraysCore.AbstractGPUArray{T}), vecT<:GPUArraysCore.AbstractGPUVector{T}} @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/RegularizedLeastSquares/O9cnL/ext/RegularizedLeastSquaresGPUArraysExt/Kaczmarz.jl:12 kaczmarz_update!(A::Transpose{ComplexF64, S}, b::V, k::Integer, beta::ComplexF64) where {S<:DenseMatrix{ComplexF64}, V<:DenseVector{ComplexF64}} @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Kaczmarz.jl:459 Possible fix, define kaczmarz_update!(::Transpose{ComplexF64, S}, ::V, ::Integer, ::ComplexF64) where {S<:GPUArraysCore.AbstractGPUMatrix{ComplexF64}, V<:GPUArraysCore.AbstractGPUVector{ComplexF64}} Stacktrace: [1] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:20 [inlined] [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [3] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:10 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [5] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:7 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [7] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:4 [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [9] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:11 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [11] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:12 [inlined] [12] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [13] top-level scope @ none:6 [14] eval(m::Module, e::Any) @ Core ./boot.jl:489 [15] exec_options(opts::Base.JLOptions) @ Base ./client.jl:287 [16] _start() @ Base ./client.jl:554 Kaczmarz Tikhonov matrix: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:39 Got exception outside of a @test MethodError: dot_with_matrix_row(::Transpose{ComplexF64, JLArray{ComplexF64, 2}}, ::JLArray{ComplexF64, 1}, ::Int64) is ambiguous. Candidates: dot_with_matrix_row(B::Transpose{T, S}, x::GPUArraysCore.AbstractGPUVector{T}, k::Int64) where {T, S<:GPUArraysCore.AbstractGPUArray} @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/RegularizedLeastSquares/O9cnL/ext/RegularizedLeastSquaresGPUArraysExt/Utils.jl:42 dot_with_matrix_row(B::Transpose{T, S}, x::V, k::Int64) where {T<:Complex, S<:DenseMatrix{T}, V<:DenseVector{T}} @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Utils.jl:64 Possible fix, define dot_with_matrix_row(::Transpose{T, S}, ::V, ::Int64) where {T<:Complex, S<:GPUArraysCore.AbstractGPUMatrix{T}, V<:GPUArraysCore.AbstractGPUVector{T}} Stacktrace: [1] iterate_row_index(solver::Kaczmarz{Transpose{ComplexF64, JLArray{ComplexF64, 2}}, L2Regularization{JLArray{Float64, 1}}, Float64, AbstractRegularization}, state::RegularizedLeastSquares.KaczmarzState{ComplexF64, JLArray{ComplexF64, 1}}, A::Transpose{ComplexF64, JLArray{ComplexF64, 2}}, row::Int64, index::Int64) @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/RegularizedLeastSquares/O9cnL/ext/RegularizedLeastSquaresGPUArraysExt/Kaczmarz.jl:2 [2] iterate(solver::Kaczmarz{Transpose{ComplexF64, JLArray{ComplexF64, 2}}, L2Regularization{JLArray{Float64, 1}}, Float64, AbstractRegularization}, state::RegularizedLeastSquares.KaczmarzState{ComplexF64, JLArray{ComplexF64, 1}}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Kaczmarz.jl:263 [3] iterate(solver::Kaczmarz{Transpose{ComplexF64, JLArray{ComplexF64, 2}}, L2Regularization{JLArray{Float64, 1}}, Float64, AbstractRegularization}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/RegularizedLeastSquares.jl:190 [4] iterate @ ./iterators.jl:197 [inlined] [5] iterate @ ./iterators.jl:196 [inlined] [6] solve!(solver::Kaczmarz{Transpose{ComplexF64, JLArray{ComplexF64, 2}}, L2Regularization{JLArray{Float64, 1}}, Float64, AbstractRegularization}, b::JLArray{ComplexF64, 1}; callbacks::Function, kwargs::@Kwargs{}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/RegularizedLeastSquares.jl:111 [7] solve!(solver::Kaczmarz{Transpose{ComplexF64, JLArray{ComplexF64, 2}}, L2Regularization{JLArray{Float64, 1}}, Float64, AbstractRegularization}, b::JLArray{ComplexF64, 1}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/RegularizedLeastSquares.jl:102 [8] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:54 [inlined] [9] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [10] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:41 [inlined] [11] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [12] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:7 [inlined] [13] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [14] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testKaczmarz.jl:4 [15] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [16] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:11 [17] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [18] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:12 [inlined] [19] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [20] top-level scope @ none:6 [21] eval(m::Module, e::Any) @ Core ./boot.jl:489 [22] exec_options(opts::Base.JLOptions) @ Base ./client.jl:287 [23] _start() @ Base ./client.jl:554 [ 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 : 0.005295573043008795 vs 0.013467979891480759 [ Info: test Overlapping LLR regularization [ Info: rel. LLR error : 0.006647729244959813 vs 0.013467979891480759 [ Info: test LLR 3D regularization [ Info: rel. LLR 3D error : 0.004034859176560987 vs 0.013379388874147137 [ 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/O9cnL/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:44 [2] (::RegularizedLeastSquaresGPUArraysExt.var"#_proxL21_kernel#_proxL21_kernel##0"{RegularizedLeastSquaresGPUArraysExt.var"#gpu_proxL21_kernel#gpu_proxL21_kernel##0"})(dev::JLBackend, sz::KernelAbstractions.NDIteration.DynamicSize, range::KernelAbstractions.NDIteration.DynamicSize) @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/KernelAbstractions/lGrz7/src/macros.jl:63 [3] (::RegularizedLeastSquaresGPUArraysExt.var"#proxL21_kernel#proxL21_kernel##0"{RegularizedLeastSquaresGPUArraysExt.var"#_proxL21_kernel#_proxL21_kernel##0"{RegularizedLeastSquaresGPUArraysExt.var"#gpu_proxL21_kernel#gpu_proxL21_kernel##0"}})(dev::JLBackend) @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/KernelAbstractions/lGrz7/src/macros.jl:67 [4] proxL21!(x::JLArray{ComplexF64, 1}, λ::Float64, slices::Int64) @ RegularizedLeastSquaresGPUArraysExt ~/.julia/packages/RegularizedLeastSquares/O9cnL/ext/RegularizedLeastSquaresGPUArraysExt/ProxL21.jl:9 [5] prox!(reg::L21Regularization{Float64}, x::JLArray{ComplexF64, 1}, λ::Float64) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/proximalMaps/ProxL21.jl:27 [6] prox!(regType::Type{L21Regularization}, x::JLArray{ComplexF64, 1}, λ::Float64; kwargs::@Kwargs{slices::Int64}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Regularization/Regularization.jl:39 [7] testL21Prox(N::Int64; numPeaks::Int64, numSlices::Int64, noisySlices::Int64, σ::Float64, arrayType::Type{JLArray}) @ Main ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:62 [8] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [9] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:303 [inlined] [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [11] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:301 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [13] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:299 [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [15] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:11 [16] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [17] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:13 [inlined] [18] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [19] top-level scope @ none:6 [20] eval(m::Module, e::Any) @ Core ./boot.jl:489 [21] exec_options(opts::Base.JLOptions) @ Base ./client.jl:287 [22] _start() @ Base ./client.jl:554 [ Info: test TV-regularization TV Prox: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/O9cnL/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:44 [2] _grad_t_kernel_1!(dev::JLBackend, sz::KernelAbstractions.NDIteration.DynamicSize, range::KernelAbstractions.NDIteration.DynamicSize) @ LinearOperatorGPUArraysExt ~/.julia/packages/KernelAbstractions/lGrz7/src/macros.jl:63 [3] grad_t_kernel_1!(dev::JLBackend) @ LinearOperatorGPUArraysExt ~/.julia/packages/KernelAbstractions/lGrz7/src/macros.jl:67 [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"#27#28"{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"#27#28"{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/NOleT/src/operations.jl:17 [7] mul!(res::JLArray{ComplexF64, 1}, op::TransposeLinearOperator{ComplexF64, LinearOperator{ComplexF64, Int64, LinearOperatorCollection.var"#25#26"{Tuple{Int64, Int64}, UnitRange{Int64}, Vector{Int64}, Vector{CartesianIndex{2}}}, LinearOperatorCollection.var"#27#28"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}}, LinearOperatorCollection.var"#29#30"{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/NOleT/src/adjtrans.jl:183 [8] proxTV!(x::JLArray{ComplexF64, 1}, λ::Float64, p::RegularizedLeastSquares.TVParams{ComplexF64, JLArray{ComplexF64, 1}, LinearOperator{ComplexF64, Int64, LinearOperatorCollection.var"#25#26"{Tuple{Int64, Int64}, UnitRange{Int64}, Vector{Int64}, Vector{CartesianIndex{2}}}, LinearOperatorCollection.var"#27#28"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}}, LinearOperatorCollection.var"#29#30"{Tuple{Int64, Int64}, UnitRange{Int64}, JLArray{ComplexF64, 1}, Vector{Int64}, Vector{CartesianIndex{2}}}, JLArray{ComplexF64, 1}}}; iterationsTV::Int64, kwargs::@Kwargs{}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/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/O9cnL/src/proximalMaps/ProxTV.jl:86 [10] proxTV! @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/proximalMaps/ProxTV.jl:82 [inlined] [11] proxTV!(reg::TVRegularization{Float64, 2, Int64}, x::JLArray{ComplexF64, 1}, λ::Float64; shape::Tuple{Int64, Int64}, dims::UnitRange{Int64}, kwargs::@Kwargs{iterationsTV::Int64}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/proximalMaps/ProxTV.jl:67 [12] prox!(reg::TVRegularization{Float64, 2, Int64}, x::JLArray{ComplexF64, 1}, λ::Float64) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/proximalMaps/ProxTV.jl:64 [13] prox! @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Regularization/Regularization.jl:39 [inlined] [14] testTVprox(N::Int64; numEdges::Int64, σ::Float64, arrayType::Type{JLArray}) @ Main ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:94 [15] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [16] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:304 [inlined] [17] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [18] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:301 [inlined] [19] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [20] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:299 [21] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [22] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:11 [23] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [24] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:13 [inlined] [25] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [26] top-level scope @ none:6 [27] eval(m::Module, e::Any) @ Core ./boot.jl:489 [28] exec_options(opts::Base.JLOptions) @ Base ./client.jl:287 [29] _start() @ Base ./client.jl:554 TV Prox Directional: Error During Test at /home/pkgeval/.julia/packages/RegularizedLeastSquares/O9cnL/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:44 [2] _grad_t_kernel_1!(dev::JLBackend, sz::KernelAbstractions.NDIteration.DynamicSize, range::KernelAbstractions.NDIteration.DynamicSize) @ LinearOperatorGPUArraysExt ~/.julia/packages/KernelAbstractions/lGrz7/src/macros.jl:63 [3] grad_t_kernel_1!(dev::JLBackend) @ LinearOperatorGPUArraysExt ~/.julia/packages/KernelAbstractions/lGrz7/src/macros.jl:67 [4] grad_t!(res::JLArray{ComplexF64, 1}, g::JLArray{ComplexF64, 1}, shape::Tuple{Int64, Int64}, di::CartesianIndex{2}) @ LinearOperatorGPUArraysExt ~/.julia/packages/LinearOperatorCollection/qbON0/ext/LinearOperatorGPUArraysExt/GradientOp.jl:27 [5] #37 @ ~/.julia/packages/LinearOperatorCollection/qbON0/src/GradientOp.jl:53 [inlined] [6] prod3!(res::JLArray{ComplexF64, 1}, prod!::LinearOperatorCollection.var"#37#38"{Tuple{Int64, Int64}, CartesianIndex{2}}, v::JLArray{ComplexF64, 1}, α::Float64, β::Int64, Mv5::JLArray{ComplexF64, 1}) @ LinearOperators ~/.julia/packages/LinearOperators/NOleT/src/operations.jl:17 [7] mul!(res::JLArray{ComplexF64, 1}, op::TransposeLinearOperator{ComplexF64, LinearOperator{ComplexF64, Int64, LinearOperatorCollection.var"#35#36"{Tuple{Int64, Int64}, CartesianIndex{2}}, LinearOperatorCollection.var"#37#38"{Tuple{Int64, Int64}, CartesianIndex{2}}, LinearOperatorCollection.var"#39#40"{Tuple{Int64, Int64}, CartesianIndex{2}}, JLArray{ComplexF64, 1}}}, v::JLArray{ComplexF64, 1}, α::Float64, β::Int64) @ LinearOperators ~/.julia/packages/LinearOperators/NOleT/src/adjtrans.jl:183 [8] proxTV!(x::JLArray{ComplexF64, 1}, λ::Float64, p::RegularizedLeastSquares.TVParams{ComplexF64, JLArray{ComplexF64, 1}, LinearOperator{ComplexF64, Int64, LinearOperatorCollection.var"#35#36"{Tuple{Int64, Int64}, CartesianIndex{2}}, LinearOperatorCollection.var"#37#38"{Tuple{Int64, Int64}, CartesianIndex{2}}, LinearOperatorCollection.var"#39#40"{Tuple{Int64, Int64}, CartesianIndex{2}}, JLArray{ComplexF64, 1}}}; iterationsTV::Int64, kwargs::@Kwargs{}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/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/O9cnL/src/proximalMaps/ProxTV.jl:86 [10] proxTV! @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/proximalMaps/ProxTV.jl:82 [inlined] [11] proxTV!(reg::TVRegularization{Float64, 2, Int64}, x::JLArray{ComplexF64, 1}, λ::Float64; shape::Tuple{Int64, Int64}, dims::Int64, kwargs::@Kwargs{iterationsTV::Int64}) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/proximalMaps/ProxTV.jl:67 [12] prox!(reg::TVRegularization{Float64, 2, Int64}, x::JLArray{ComplexF64, 1}, λ::Float64) @ RegularizedLeastSquares ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/proximalMaps/ProxTV.jl:64 [13] #prox!#15 @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/src/Regularization/Regularization.jl:39 [inlined] [14] testDirectionalTVprox(N::Int64; numEdges::Int64, σ::Float64, T::Type, arrayType::Type{JLArray}) @ Main ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:118 [15] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [16] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:305 [inlined] [17] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [18] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:301 [inlined] [19] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [20] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/testProxMaps.jl:299 [21] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [22] top-level scope @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:11 [23] macro expansion @ /opt/julia/share/julia/stdlib/v1.12/Test/src/Test.jl:1776 [inlined] [24] macro expansion @ ~/.julia/packages/RegularizedLeastSquares/O9cnL/test/runtests.jl:13 [inlined] [25] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:306 [26] top-level scope @ none:6 [27] eval(m::Module, e::Any) @ Core ./boot.jl:489 [28] exec_options(opts::Base.JLOptions) @ Base ./client.jl:287 [29] _start() @ Base ./client.jl:554 [ 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 : 0.005295573043008797 vs 0.013467979891480759 [ Info: test Overlapping LLR regularization [ Info: rel. LLR error : 0.006647729244959813 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/O9cnL/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/O9cnL/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/O9cnL/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/O9cnL/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 = 0.004481134173874214 [ 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/O9cnL/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/O9cnL/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/O9cnL/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/O9cnL/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 = 0.0044811339610337335 [ 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 [ 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 = 0.004481134173874314 [ 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 = 0.0023162374672531733 [ 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 = 0.004481133961033923 [ 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