Package evaluation of Boscia on Julia 1.13.0-DEV.794 (d7c70bcbab*) started at 2025-07-02T12:54:45.608 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.6s ################################################################################ # Installation # Installing Boscia... Resolving package versions... Installed Bzip2_jll ──────────── v1.0.9+0 Installed DiffResults ────────── v1.1.0 Installed MacroTools ─────────── v0.5.16 Installed ForwardDiff ────────── v1.0.1 Installed ConstructionBase ───── v1.6.0 Installed GenericSchur ───────── v0.5.5 Installed FillArrays ─────────── v1.13.0 Installed DataStructures ─────── v0.18.22 Installed CodecZlib ──────────── v0.7.8 Installed Compat ─────────────── v4.17.0 Installed OrderedCollections ─── v1.8.1 Installed ExprTools ──────────── v0.1.10 Installed Statistics ─────────── v1.11.1 Installed Hungarian ──────────── v0.7.0 Installed TranscodingStreams ─── v0.11.3 Installed PrecompileTools ────── v1.3.2 Installed ProgressMeter ──────── v1.10.4 Installed CommonSubexpressions ─ v0.3.1 Installed TimerOutputs ───────── v0.5.29 Installed Richardson ─────────── v1.4.2 Installed StaticArraysCore ───── v1.4.3 Installed FrankWolfe ─────────── v0.5.2 Installed StaticArrays ───────── v1.9.13 Installed IrrationalConstants ── v0.2.4 Installed CodecBzip2 ─────────── v0.8.5 Installed NaNMath ────────────── v1.1.3 Installed ChainRulesCore ─────── v1.25.2 Installed Bonobo ─────────────── v0.1.3 Installed JSON3 ──────────────── v1.14.3 Installed FiniteDifferences ──── v0.12.32 Installed OpenSpecFun_jll ────── v0.5.6+0 Installed DiffRules ──────────── v1.15.1 Installed LogExpFunctions ────── v0.3.29 Installed NamedTupleTools ────── v0.14.3 Installed Arpack_jll ─────────── v3.5.1+1 Installed JSON ───────────────── v0.21.4 Installed Parsers ────────────── v2.8.3 Installed Arpack ─────────────── v0.5.4 Installed SpecialFunctions ───── v2.5.1 Installed Setfield ───────────── v1.1.2 Installed MathOptSetDistances ── v0.2.11 Installed MutableArithmetics ─── v1.6.4 Installed JLLWrappers ────────── v1.7.0 Installed Preferences ────────── v1.4.3 Installed BenchmarkTools ─────── v1.6.0 Installed StructTypes ────────── v1.11.0 Installed BlockDiagonals ─────── v0.1.42 Installed ProximalCore ───────── v0.1.2 Installed DocStringExtensions ── v0.9.5 Installed Boscia ─────────────── v0.1.38 Installed MathOptInterface ───── v1.41.0 Installing 3 artifacts Installed artifact OpenSpecFun 194.9 KiB Installed artifact Arpack 147.2 KiB Installed artifact Bzip2 503.5 KiB Updating `~/.julia/environments/v1.13/Project.toml` [36b166db] + Boscia v0.1.38 Updating `~/.julia/environments/v1.13/Manifest.toml` [7d9fca2a] + Arpack v0.5.4 [6e4b80f9] + BenchmarkTools v1.6.0 ⌅ [0a1fb500] + BlockDiagonals v0.1.42 [f7b14807] + Bonobo v0.1.3 [36b166db] + Boscia v0.1.38 [d360d2e6] + ChainRulesCore v1.25.2 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.17.0 [187b0558] + ConstructionBase v1.6.0 [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [ffbed154] + DocStringExtensions v0.9.5 [e2ba6199] + ExprTools v0.1.10 [1a297f60] + FillArrays v1.13.0 [26cc04aa] + FiniteDifferences v0.12.32 [f6369f11] + ForwardDiff v1.0.1 [f55ce6ea] + FrankWolfe v0.5.2 [c145ed77] + GenericSchur v0.5.5 [e91730f6] + Hungarian v0.7.0 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 [0f8b85d8] + JSON3 v1.14.3 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [b8f27783] + MathOptInterface v1.41.0 [3b969827] + MathOptSetDistances v0.2.11 [d8a4904e] + MutableArithmetics v1.6.4 [77ba4419] + NaNMath v1.1.3 [d9ec5142] + NamedTupleTools v0.14.3 [bac558e1] + OrderedCollections v1.8.1 [69de0a69] + Parsers v2.8.3 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [92933f4c] + ProgressMeter v1.10.4 [dc4f5ac2] + ProximalCore v0.1.2 [708f8203] + Richardson v1.4.2 [efcf1570] + Setfield v1.1.2 [276daf66] + SpecialFunctions v2.5.1 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [856f2bd8] + StructTypes v1.11.0 [a759f4b9] + TimerOutputs v0.5.29 [3bb67fe8] + TranscodingStreams v0.11.3 ⌅ [68821587] + Arpack_jll v3.5.1+1 [6e34b625] + Bzip2_jll v1.0.9+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile 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 v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 8.16s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4382.1 ms ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 26 already precompiled. Precompiling package dependencies... Precompilation completed after 565.58s ################################################################################ # Testing # Testing Boscia Status `/tmp/jl_0LVn4f/Project.toml` [4c88cf16] Aqua v0.8.13 [f7b14807] Bonobo v0.1.3 [36b166db] Boscia v0.1.38 [864edb3b] DataStructures v0.18.22 [31c24e10] Distributions v0.25.120 [497a8b3b] DoubleFloats v1.4.3 [f55ce6ea] FrankWolfe v0.5.2 [87dc4568] HiGHS v1.18.1 [b8f27783] MathOptInterface v1.41.0 [3b969827] MathOptSetDistances v0.2.11 [82193955] SCIP v0.12.7 [860ef19b] StableRNGs v1.0.3 [10745b16] Statistics v1.11.1 [ade2ca70] Dates v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.12.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_0LVn4f/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.13 [7d9fca2a] Arpack v0.5.4 [6e4b80f9] BenchmarkTools v1.6.0 ⌅ [0a1fb500] BlockDiagonals v0.1.42 [f7b14807] Bonobo v0.1.3 [36b166db] Boscia v0.1.38 [d360d2e6] ChainRulesCore 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[d8a4904e] MutableArithmetics v1.6.4 [77ba4419] NaNMath v1.1.3 [d9ec5142] NamedTupleTools v0.14.3 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [69de0a69] Parsers v2.8.3 [f27b6e38] Polynomials v4.1.0 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [92933f4c] ProgressMeter v1.10.4 [dc4f5ac2] ProximalCore v0.1.2 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [be4d8f0f] Quadmath v0.5.13 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [708f8203] Richardson v1.4.2 [79098fc4] Rmath v0.8.0 [82193955] SCIP v0.12.7 [efcf1570] Setfield v1.1.2 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.1 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [856f2bd8] StructTypes v1.11.0 [a759f4b9] TimerOutputs v0.5.29 [3bb67fe8] TranscodingStreams v0.11.3 [ae81ac8f] ASL_jll v0.1.3+0 ⌅ [68821587] Arpack_jll v3.5.1+1 [6e34b625] Bzip2_jll v1.0.9+0 [8fd58aa0] HiGHS_jll v1.11.0+1 [e33a78d0] Hwloc_jll v2.12.1+0 ⌅ [9cc047cb] Ipopt_jll v300.1400.1400+0 [d00139f3] METIS_jll v5.1.3+0 ⌅ [d7ed1dd3] MUMPS_seq_jll v500.600.201+0 [68e3532b] Ncurses_jll v6.5.1+0 [656ef2d0] OpenBLAS32_jll v0.3.29+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [05236dd9] Readline_jll v8.2.13+0 [f50d1b31] Rmath_jll v0.5.1+0 [fc9abe76] SCIP_PaPILO_jll v900.200.200+0 [e5ac4fe4] SCIP_jll v900.200.200+0 ⌅ [319450e9] SPRAL_jll v2024.1.18+0 [508c9074] bliss_jll v0.77.0+1 [28df3c45] boost_jll v1.87.0+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 v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [781609d7] GMP_jll v6.3.0+2 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... seed = 0xb362c700eb6aef54 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution seed = 0xc19d6423117333bf seed = 0xd84225f61ab1ce0c [ Info: Polish solution seed = 0x95c1f9cd328a386f Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Most infeasible FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Adaptive Lazification: true Lazification Tolerance: 2.0 Absolute dual gap tolerance: 1.000000e-06 Relative dual gap tolerance: 1.000000e-02 Frank-Wolfe subproblem tolerance: 1.000000e-02 Frank-Wolfe dual gap decay factor: 8.000000e-01 Additional kwargs: Total number of variables: 100 Number of integer variables: 50 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Iter Open Bound Incumbent Gap (abs) Gap (rel) Time (s) Nodes/sec FW (ms) LMO (ms) LMO (calls c) FW (its) #activeset #shadow ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- * 1 2 3.639082e+00 3.801732e+00 1.626499e-01 4.469532e-02 1.866100e+01 1.607631e-01 7362 52 13 38 3 0 * 2 3 3.639082e+00 3.789854e+00 1.507719e-01 4.143131e-02 2.213900e+01 2.258458e-01 51 35 24 32 3 0 * 3 4 3.673593e+00 3.725592e+00 5.199890e-02 1.415478e-02 2.217600e+01 3.156566e-01 32 23 31 11 5 0 5 4 3.691727e+00 3.725592e+00 3.386540e-02 9.173321e-03 2.221400e+01 4.051499e-01 10 7 37 0 1 0 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Adaptive EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 6.540418e+00 2.565783e+00 3.974635e+00 0.000000e+00 Inf 1 LD 3 3.725592e+00 3.725592e+00 0.000000e+00 2.096945e+00 1.430653e+00 1 Last 3 3.725592e+00 3.725592e+00 0.000000e+00 2.281681e+00 1.314820e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 3 3.725592e+00 3.725592e+00 0.000000e+00 2.286070e+00 1.312296e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.7255923294201105 Dual Bound: 3.691726933433082 Dual Gap (relative): 0.009173320941030644 Search Statistics. Total number of nodes processed: 9 Total number of lmo calls: 42 Total time (s): 26.272 LMO calls / sec: 1.5986601705237515 Nodes / sec: 0.3425700365408039 LMO calls / node: 4.666666666666667 Total number of global tightenings: 43 Global tightenings / node: 8.6 Total number of local tightenings: 44 Local tightenings / node: 8.8 Total number of potential local tightenings: 44 Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Most infeasible FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Adaptive Lazification: true Lazification Tolerance: 2.0 Absolute dual gap tolerance: 1.000000e-06 Relative dual gap tolerance: 1.000000e-02 Frank-Wolfe subproblem tolerance: 1.000000e-03 Frank-Wolfe dual gap decay factor: 8.000000e-01 Additional kwargs: Total number of variables: 100 Number of integer variables: 50 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Iter Open Bound Incumbent Gap (abs) Gap (rel) Time (s) Nodes/sec FW (ms) LMO (ms) LMO (calls c) FW (its) #activeset #shadow ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- * 1 2 2.464918e+00 4.139928e+00 1.675010e+00 6.795398e-01 1.567900e+01 1.913387e-01 7160 336 51 149 29 1 * 3 4 2.494661e+00 4.120688e+00 1.626027e+00 6.518030e-01 1.607900e+01 4.353505e-01 111 82 101 53 19 0 100 63 3.378333e+00 4.120688e+00 7.423546e-01 2.197399e-01 2.462900e+01 6.618214e+00 26 19 1357 31 16 4 200 63 3.492543e+00 4.120688e+00 6.281453e-01 1.798533e-01 2.703600e+01 9.727770e+00 32 22 1798 32 14 1 300 63 3.543666e+00 4.120688e+00 5.770215e-01 1.628318e-01 2.963500e+01 1.224903e+01 37 27 2262 34 9 0 400 63 3.598276e+00 4.120688e+00 5.224121e-01 1.451840e-01 3.229800e+01 1.433525e+01 33 24 2741 30 8 1 500 63 3.648509e+00 4.120688e+00 4.721789e-01 1.294170e-01 3.495100e+01 1.610827e+01 36 25 3242 44 13 3 600 63 3.692203e+00 4.120688e+00 4.284853e-01 1.160514e-01 3.771900e+01 1.757735e+01 39 28 3760 28 6 0 700 63 3.740916e+00 4.120688e+00 3.797715e-01 1.015183e-01 4.061500e+01 1.878616e+01 43 30 4297 39 9 0 800 63 3.786590e+00 4.120688e+00 3.340982e-01 8.823194e-02 4.356700e+01 1.980857e+01 39 28 4838 34 7 0 900 63 3.845536e+00 4.120688e+00 2.751515e-01 7.155088e-02 4.630300e+01 2.079779e+01 33 25 5371 17 2 0 1000 61 3.922473e+00 4.120688e+00 1.982146e-01 5.053306e-02 4.893300e+01 2.168271e+01 32 25 5911 17 2 0 1100 37 4.023073e+00 4.120688e+00 9.761475e-02 2.426373e-02 5.130600e+01 2.216115e+01 30 22 6397 18 3 0 1131 18 4.080046e+00 4.120688e+00 4.064152e-02 9.961043e-03 5.190700e+01 2.213574e+01 7 5 6516 0 1 0 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Adaptive EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 9.128402e+00 2.222079e+00 6.906323e+00 0.000000e+00 Inf 1 LD 3 4.120688e+00 4.120688e+00 0.000000e+00 2.674772e-01 1.121591e+01 1 Last 3 4.120688e+00 4.120688e+00 0.000000e+00 4.447418e-01 6.745487e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 3 4.120688e+00 4.120688e+00 0.000000e+00 4.489106e-01 6.682845e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 4.120687821748621 Dual Bound: 4.080046304437972 Dual Gap (relative): 0.009961043154447175 Search Statistics. Total number of nodes processed: 1149 Total number of lmo calls: 6521 Total time (s): 54.078 LMO calls / sec: 120.58508080920151 Nodes / sec: 21.24708754021968 LMO calls / node: 5.675369886858138 Total number of global tightenings: 0 Global tightenings / node: 0.0 Total number of local tightenings: 0 Local tightenings / node: 0.0 Total number of potential local tightenings: 12 Non zero entries: 18th entry: 0.16356452355422904 31th entry: 0.16356452355422904 Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Most infeasible FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Adaptive Lazification: true Lazification Tolerance: 2.0 Absolute dual gap tolerance: 1.000000e-06 Relative dual gap tolerance: 1.000000e-02 Frank-Wolfe subproblem tolerance: 1.000000e-03 Frank-Wolfe dual gap decay factor: 8.000000e-01 Additional kwargs: Total number of variables: 100 Number of integer variables: 50 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Iter Open Bound Incumbent Gap (abs) Gap (rel) Time (s) Nodes/sec FW (ms) LMO (ms) LMO (calls c) FW (its) #activeset #shadow ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- * 1 2 2.624614e+00 4.139928e+00 1.515314e+00 5.773472e-01 4.180000e-01 7.177033e+00 414 338 51 149 29 1 * 3 4 2.646259e+00 4.120688e+00 1.474429e+00 5.571747e-01 8.250000e-01 8.484848e+00 100 76 101 53 19 0 100 30 3.522264e+00 4.120688e+00 5.984233e-01 1.698973e-01 9.717000e+00 1.337861e+01 35 25 1401 35 16 2 200 31 3.655054e+00 4.120688e+00 4.656340e-01 1.273946e-01 1.379400e+01 1.674641e+01 41 29 2142 42 13 2 300 31 3.770266e+00 4.120688e+00 3.504220e-01 9.294357e-02 1.796200e+01 1.842779e+01 31 23 2953 30 8 0 400 31 3.873366e+00 4.120688e+00 2.473220e-01 6.385196e-02 2.247300e+01 1.917857e+01 41 30 3822 41 8 3 500 26 4.019783e+00 4.120688e+00 1.009049e-01 2.510207e-02 2.692900e+01 1.953285e+01 37 27 4712 26 5 1 527 11 4.080575e+00 4.120688e+00 4.011264e-02 9.830143e-03 2.802000e+01 1.920057e+01 37 28 4941 26 5 1 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Adaptive EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 9.128402e+00 2.222079e+00 6.906323e+00 0.000000e+00 Inf 1 LD 3 4.120688e+00 4.120688e+00 0.000000e+00 1.518976e-03 1.975015e+03 1 Last 3 4.120688e+00 4.120688e+00 0.000000e+00 9.681439e-03 3.098713e+02 1 ---------------------------------------------------------------------------------------------------------------- PP 3 4.120688e+00 4.120688e+00 0.000000e+00 1.410401e-02 2.127055e+02 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 4.120687821748621 Dual Bound: 4.080575185708103 Dual Gap (relative): 0.00983014261837645 Search Statistics. Total number of nodes processed: 538 Total number of lmo calls: 4946 Total time (s): 28.048 LMO calls / sec: 176.3405590416429 Nodes / sec: 19.181403308613806 LMO calls / node: 9.193308550185874 Total number of global tightenings: 0 Global tightenings / node: 0.0 Total number of local tightenings: 0 Local tightenings / node: 0.0 Total number of potential local tightenings: 9 seed = 0x24edf102e4e99e8f Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Most infeasible FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Adaptive Lazification: true Lazification Tolerance: 2.0 Absolute dual gap tolerance: 1.000000e-06 Relative dual gap tolerance: 1.000000e-02 Frank-Wolfe subproblem tolerance: 1.000000e-02 Frank-Wolfe dual gap decay factor: 8.000000e-01 Additional kwargs: Total number of variables: 61 Number of integer variables: 30 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Iter Open Bound Incumbent Gap (abs) Gap (rel) Time (s) Nodes/sec FW (ms) LMO (ms) LMO (calls c) FW (its) #activeset #shadow ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- * 1 2 -4.637952e+02 -4.382618e+02 2.553337e+01 5.826054e-02 1.870100e+01 1.604192e-01 9299 121 38 1846 10 5 * 4 5 -4.633799e+02 -4.393571e+02 2.402281e+01 5.467719e-02 2.260400e+01 3.981596e-01 993 82 118 1382 10 1 * 8 9 -4.628277e+02 -4.492430e+02 1.358467e+01 3.023902e-02 2.777600e+01 6.120392e-01 1387 108 240 1946 19 15 100 83 -4.602381e+02 -4.492430e+02 1.099507e+01 2.447466e-02 1.499600e+02 1.220325e+00 834 75 2603 1137 17 6 * 116 99 -4.600711e+02 -4.495106e+02 1.056050e+01 2.349333e-02 1.752070e+02 1.227120e+00 996 78 3062 1401 10 7 200 155 -4.594347e+02 -4.495106e+02 9.924098e+00 2.207756e-02 2.854040e+02 1.243851e+00 883 92 5003 1202 16 8 300 227 -4.589464e+02 -4.495106e+02 9.435743e+00 2.099115e-02 4.290530e+02 1.228286e+00 1372 95 7417 1844 11 8 349 258 -4.587786e+02 -4.495106e+02 9.267997e+00 2.061797e-02 5.000050e+02 1.213988e+00 1647 95 8548 2379 6 6 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Adaptive EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 7.415585e+02 7.371880e+02 4.370526e+00 0.000000e+00 Inf 1 LD 6 -4.278355e+02 -4.291392e+02 1.303718e+00 2.954028e-01 2.031125e+01 2 LD 90 -4.474809e+02 -4.480548e+02 5.738457e-01 6.137872e-01 1.466306e+02 3 LD 127 -4.527850e+02 -4.529447e+02 1.597808e-01 6.348325e-01 2.000528e+02 5 LD 187 -4.536769e+02 -4.537001e+02 2.317345e-02 6.613173e-01 2.827690e+02 5 LD 234 -4.537063e+02 -4.537120e+02 5.720411e-03 6.846490e-01 3.417810e+02 6 LD 289 -4.537077e+02 -4.537089e+02 1.136585e-03 7.081402e-01 4.081113e+02 6 LD 364 -4.537078e+02 -4.537081e+02 3.182928e-04 7.379092e-01 4.932857e+02 6 LD 410 -4.537078e+02 -4.537079e+02 1.049856e-04 7.592034e-01 5.400398e+02 6 LD 460 -4.537078e+02 -4.537078e+02 1.910232e-05 7.874151e-01 5.841900e+02 6 LD 529 -4.537078e+02 -4.537078e+02 5.847413e-06 8.241808e-01 6.418495e+02 6 LD 583 -4.537078e+02 -4.537078e+02 1.688347e-06 8.527505e-01 6.836701e+02 6 LD 638 -4.537078e+02 -4.537078e+02 4.743177e-07 8.819014e-01 7.234369e+02 6 P 1000 -4.537078e+02 -4.537078e+02 4.743177e-07 1.061236e+00 9.422979e+02 6 P 2000 -4.537078e+02 -4.537078e+02 4.743177e-07 1.657113e+00 1.206918e+03 6 P 3000 -4.537078e+02 -4.537078e+02 4.743177e-07 2.121542e+00 1.414066e+03 6 P 4000 -4.537078e+02 -4.537078e+02 4.743177e-07 2.580567e+00 1.550047e+03 6 P 5000 -4.537078e+02 -4.537078e+02 4.743177e-07 2.958049e+00 1.690303e+03 6 P 6000 -4.537078e+02 -4.537078e+02 4.743177e-07 3.323768e+00 1.805180e+03 6 P 7000 -4.537078e+02 -4.537078e+02 4.743177e-07 3.689227e+00 1.897417e+03 6 P 8000 -4.537078e+02 -4.537078e+02 4.743177e-07 4.075456e+00 1.962970e+03 6 P 9000 -4.537078e+02 -4.537078e+02 4.743177e-07 4.462048e+00 2.017011e+03 6 P 10000 -4.537078e+02 -4.537078e+02 4.743177e-07 4.869727e+00 2.053503e+03 6 Last 10001 -4.537078e+02 -4.537078e+02 2.162534e-07 4.876016e+00 2.051060e+03 6 ---------------------------------------------------------------------------------------------------------------- PP 10001 -4.537078e+02 -4.537078e+02 2.162534e-07 4.880031e+00 2.049372e+03 6 ---------------------------------------------------------------------------------------------------------------- Solution Statistics. Solution Status: Time limit reached Primal Objective: -453.70782584093587 Dual Bound: -458.77860761035294 Dual Gap (relative): 0.011176315418449092 Search Statistics. Total number of nodes processed: 607 Total number of lmo calls: 8570 Total time (s): 506.702 LMO calls / sec: 16.91329420448311 Nodes / sec: 1.1979427750433194 LMO calls / node: 14.118616144975288 Total number of global tightenings: 0 Global tightenings / node: 0.0 Total number of local tightenings: 0 Local tightenings / node: 0.0 Total number of potential local tightenings: 0 [ Info: Polish solution Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Partial strong branching FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Adaptive Lazification: true Lazification Tolerance: 2.0 Absolute dual gap tolerance: 1.000000e-06 Relative dual gap tolerance: 1.000000e-02 Frank-Wolfe subproblem tolerance: 1.000000e-02 Frank-Wolfe dual gap decay factor: 8.000000e-01 Additional kwargs: Total number of variables: 61 Number of integer variables: 30 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Iter Open Bound Incumbent Gap (abs) Gap (rel) Time (s) Nodes/sec FW (ms) LMO (ms) LMO (calls c) FW (its) #activeset #shadow ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- * 1 2 -4.099137e+02 -4.060855e+02 3.828284e+00 9.427286e-03 1.920100e+01 1.562419e-01 7274 61 10 12 1 2 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Adaptive EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 -2.044725e+02 -2.051804e+02 7.079391e-01 0.000000e+00 Inf 1 LD 2 -4.060855e+02 -4.060855e+02 0.000000e+00 2.049184e-01 9.759981e+00 1 Last 2 -4.060855e+02 -4.060855e+02 0.000000e+00 4.106629e-01 4.870174e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 -4.060855e+02 -4.060855e+02 0.000000e+00 4.160488e-01 4.807129e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -406.08545344832436 Dual Bound: -409.9137371826696 Dual Gap (relative): 0.009427286059712048 Search Statistics. Total number of nodes processed: 3 Total number of lmo calls: 15 Total time (s): 21.565 LMO calls / sec: 0.6955715279387896 Nodes / sec: 0.13911430558775792 LMO calls / node: 5.0 Total number of global tightenings: 0 Global tightenings / node: 0.0 Total number of local tightenings: 0 Local tightenings / node: 0.0 Total number of potential local tightenings: 0 Boscia Test Suite: Error During Test at /home/pkgeval/.julia/packages/Boscia/juH72/test/runtests.jl:15 Got exception outside of a @test LoadError: invalid assignment to constant Main.groups. This redefinition may be permitted using the `const` keyword. Stacktrace: [1] top-level scope @ ~/.julia/packages/Boscia/juH72/test/poisson.jl:192 [2] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [3] macro expansion @ ~/.julia/packages/Boscia/juH72/test/runtests.jl:26 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1855 [inlined] [5] top-level scope @ ~/.julia/packages/Boscia/juH72/test/runtests.jl:17 [6] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [7] top-level scope @ none:6 [8] eval(m::Module, e::Any) @ Core ./boot.jl:489 [9] exec_options(opts::Base.JLOptions) @ Base ./client.jl:290 [10] _start() @ Base ./client.jl:557 in expression starting at /home/pkgeval/.julia/packages/Boscia/juH72/test/poisson.jl:192 Test Summary: | Pass Error Total Time Boscia Test Suite | 129 1 130 28m23.2s Norm hyperbox | 4 4 59.7s Norm hyperbox - strong branching | 2 2 49.8s Normbox - Shadow set activation | 4 4 25.1s Normbox - strong convexity and sharpness | 6 6 19.2s Start with Active Set | 2 2 20.9s Interface - sparse poisson regression | 4 4 27.7s Different FW variants | 10 10 1m07.8s Different line search types | 8 8 2m28.1s Lazification | 5 5 22.0s DICG - Lazification | 10 10 1m03.6s DICG - warm_start | 5 5 49.9s User stop | 2 2 14.8s Linear feasible | 4 4 0.2s Integer bounds | 10 10 0.1s Cube LMO | 4 4 25.6s BLMO - Strong Branching | 4 4 24.1s Probability Simplex LMO | 4 4 1m10.1s Unit Simplex LMO | 4 4 2m01.4s Indicators | 5 5 0.3s Hyperplane Aware Rounding - Probability Simplex | 2 2 26.9s Hyperplane Aware Rounding - Unit Simplex | 2 2 41.2s Following Gradient Heuristic - Unit Simplex | 6 6 1m00.6s Rounding Heuristic - Unit Simplex | 3 3 56.9s Probability Rounding - Unit Cube | 2 2 23.4s Probability rounding - Probability Simplex | 3 3 22.5s Sparse Regression | 2 2 31.0s Sparse Regression Group | 7 7 1m25.1s Poisson sparse regression | 2 2 8m29.3s Hybrid branching poisson sparse regression | 3 3 24.1s RNG of the outermost testset: Xoshiro(0x66fdafd74bc7ffd5, 0x9a56e254ef46c5cd, 0x8113ab27375d8237, 0xdee14ec17e66536a, 0xd38dd5e4a33c2435) ERROR: LoadError: Some tests did not pass: 129 passed, 0 failed, 1 errored, 0 broken. in expression starting at /home/pkgeval/.julia/packages/Boscia/juH72/test/runtests.jl:15 Testing failed after 1734.89s ERROR: LoadError: Package Boscia errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Types.jl:68 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2423 [3] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2278 [inlined] [4] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::IOContext{IO}}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:500 [5] test(pkgs::Vector{PackageSpec}; io::IOContext{IO}, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:164 [6] test(pkgs::Vector{String}; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:152 [7] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:152 [inlined] [8] #test#81 @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:151 [inlined] [9] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:219 [10] include(mod::Module, _path::String) @ Base ./Base.jl:309 [11] exec_options(opts::Base.JLOptions) @ Base ./client.jl:324 [12] _start() @ Base ./client.jl:557 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 2384.49s: package tests unexpectedly errored