Package evaluation of Boscia on Julia 1.13.0-DEV.1039 (6568124d5b*) started at 2025-08-26T18:06:45.900 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.58s ################################################################################ # Installation # Installing Boscia... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [36b166db] + Boscia v0.1.39 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 v0.1.39 [d360d2e6] + ChainRulesCore v1.26.0 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.0 [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 v0.5.6 [c145ed77] + GenericSchur v0.5.5 [e91730f6] + Hungarian v0.7.0 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.1 [682c06a0] + JSON v0.21.4 [0f8b85d8] + JSON3 v1.14.3 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [b8f27783] + MathOptInterface v1.43.0 [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 v1.5.0 [92933f4c] + ProgressMeter v1.11.0 [dc4f5ac2] + ProximalCore v0.1.2 [708f8203] + Richardson v1.4.2 [efcf1570] + Setfield v1.1.2 [276daf66] + SpecialFunctions v2.5.1 [90137ffa] + StaticArrays v1.9.14 [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 v1.13.0 [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 v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.8.12 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.66.0+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.88s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 174.36s ################################################################################ # Testing # Testing Boscia Status `/tmp/jl_AoF54G/Project.toml` [4c88cf16] Aqua v0.8.14 [f7b14807] Bonobo v0.1.3 [36b166db] Boscia v0.1.39 ⌅ [864edb3b] DataStructures v0.18.22 [31c24e10] Distributions v0.25.120 [497a8b3b] DoubleFloats v1.4.3 [f55ce6ea] FrankWolfe v0.5.6 [87dc4568] HiGHS v1.19.0 [e91730f6] Hungarian v0.7.0 [b8f27783] MathOptInterface v1.43.0 [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 v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.13.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_AoF54G/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.14 [7d9fca2a] Arpack v0.5.4 [6e4b80f9] BenchmarkTools v1.6.0 ⌅ [0a1fb500] BlockDiagonals v0.1.42 [f7b14807] Bonobo v0.1.3 [36b166db] Boscia v0.1.39 [d360d2e6] ChainRulesCore v1.26.0 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.0 [187b0558] ConstructionBase v1.6.0 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [497a8b3b] DoubleFloats v1.4.3 [e2ba6199] ExprTools v0.1.10 [1a297f60] FillArrays v1.13.0 [26cc04aa] FiniteDifferences v0.12.32 [f6369f11] ForwardDiff v1.0.1 [f55ce6ea] FrankWolfe v0.5.6 [14197337] GenericLinearAlgebra v0.3.18 [c145ed77] GenericSchur v0.5.5 [87dc4568] HiGHS v1.19.0 [e91730f6] Hungarian v0.7.0 [34004b35] HypergeometricFunctions v0.3.28 [92d709cd] IrrationalConstants v0.2.4 [692b3bcd] JLLWrappers v1.7.1 [682c06a0] JSON v0.21.4 [0f8b85d8] JSON3 v1.14.3 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [8c4f8055] MathOptIIS v0.1.1 [b8f27783] MathOptInterface v1.43.0 [3b969827] MathOptSetDistances v0.2.11 [e1d29d7a] Missings v1.2.0 [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 v1.5.0 [92933f4c] ProgressMeter v1.11.0 [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 v1.2.2 [276daf66] SpecialFunctions v2.5.1 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.6 [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 v1.13.0 [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 v1.13.0 [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 v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.8.12 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.66.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 7967.8 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 1 dependency successfully precompiled in 8 seconds. 23 already precompiled. Precompiling packages... 5014.7 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 6 seconds. 52 already precompiled. seed = 0x044cfd6a3e63eeee [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution seed = 0x5679bc34676c51bf seed = 0x99f9f1ed33542dd3 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: Polish solution seed = 0xbb7d68bacfc1e967 Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Most infeasible FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Secant 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 4.045508e+00 4.137775e+00 9.226707e-02 2.280729e-02 1.752200e+01 1.712133e-01 7452 51 12 14 3 0 7 4 4.104207e+00 4.137775e+00 3.356812e-02 8.178955e-03 2.106400e+01 5.222180e-01 8 6 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 6.930223e+00 3.094907e+00 3.835316e+00 0.000000e+00 Inf 1 LD 3 4.137775e+00 4.137775e+00 0.000000e+00 2.197143e+00 1.365410e+00 1 Last 3 4.137775e+00 4.137775e+00 0.000000e+00 2.373582e+00 1.263912e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 3 4.137775e+00 4.137775e+00 0.000000e+00 2.377790e+00 1.261676e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 4.137774758407494 Dual Bound: 4.104206636613169 Dual Gap (relative): 0.008178955098134702 Search Statistics. Total number of nodes processed: 11 Total number of lmo calls: 42 Total time (s): 25.21 LMO calls / sec: 1.6660055533518445 Nodes / sec: 0.4363347877826259 LMO calls / node: 3.8181818181818183 Total number of global tightenings: 44 Global tightenings / node: 6.29 Total number of local tightenings: 45 Local tightenings / node: 6.43 Total number of potential local tightenings: 45 Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Most infeasible FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Secant 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 1.070825e+00 1.964749e+00 8.939242e-01 8.347994e-01 1.606200e+01 1.867762e-01 7656 269 36 82 22 1 100 53 1.614515e+00 1.964749e+00 3.502344e-01 2.169286e-01 2.388200e+01 6.406499e+00 30 22 1145 18 12 0 200 53 1.696287e+00 1.964749e+00 2.684621e-01 1.582645e-01 2.646300e+01 9.560518e+00 24 18 1591 15 12 1 300 53 1.757201e+00 1.964749e+00 2.075481e-01 1.181129e-01 2.920000e+01 1.208904e+01 34 25 2039 19 7 0 400 51 1.809727e+00 1.964749e+00 1.550225e-01 8.566074e-02 3.169100e+01 1.423117e+01 24 18 2489 32 12 2 500 51 1.856929e+00 1.964749e+00 1.078203e-01 5.806376e-02 3.399000e+01 1.621065e+01 36 26 2944 26 12 2 600 51 1.901625e+00 1.964749e+00 6.312446e-02 3.319501e-02 3.650400e+01 1.783366e+01 43 31 3414 37 13 3 699 40 1.945301e+00 1.964749e+00 1.944874e-02 9.997807e-03 3.918400e+01 1.885974e+01 9 6 3902 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 6.727987e+00 -2.069992e+00 8.797979e+00 0.000000e+00 Inf 1 LD 3 2.262392e+00 1.809847e+00 4.525449e-01 2.629574e-01 1.140869e+01 2 LD 6 1.964749e+00 1.964749e+00 0.000000e+00 4.327384e-01 1.386519e+01 1 Last 6 1.964749e+00 1.964749e+00 0.000000e+00 4.410101e-01 1.360513e+01 1 ---------------------------------------------------------------------------------------------------------------- PP 6 1.964749e+00 1.964749e+00 0.000000e+00 4.452774e-01 1.347475e+01 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 1.9647492959385495 Dual Bound: 1.9453005567652866 Dual Gap (relative): 0.009997806819940972 Search Statistics. Total number of nodes processed: 739 Total number of lmo calls: 3908 Total time (s): 41.29 LMO calls / sec: 94.64761443448778 Nodes / sec: 17.897796076531847 LMO calls / node: 5.2882273342354535 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 Non zero entries: 25th entry: 0.18183735331365483 47th entry: 0.18183735331365483 Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Most infeasible FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Secant 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 1.162835e+00 1.964749e+00 8.019138e-01 6.896194e-01 2.930000e-01 1.023891e+01 290 237 36 82 22 1 100 34 1.659036e+00 1.964749e+00 3.057133e-01 1.842717e-01 7.623000e+00 1.757838e+01 29 21 1099 16 11 1 200 26 1.782502e+00 1.964749e+00 1.822471e-01 1.022423e-01 1.147100e+01 1.970186e+01 31 23 1735 23 9 0 300 24 1.887741e+00 1.964749e+00 7.700840e-02 4.079395e-02 1.559800e+01 2.077189e+01 28 20 2443 26 12 3 360 18 1.948314e+00 1.964749e+00 1.643559e-02 8.435804e-03 1.790300e+01 2.111378e+01 33 24 2870 18 5 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 6.727987e+00 -2.069992e+00 8.797979e+00 0.000000e+00 Inf 1 LD 3 2.262392e+00 1.809847e+00 4.525449e-01 1.050400e-03 2.856055e+03 2 LD 6 1.964749e+00 1.964749e+00 0.000000e+00 5.283949e-03 1.135514e+03 1 Last 6 1.964749e+00 1.964749e+00 0.000000e+00 1.189168e-02 5.045543e+02 1 ---------------------------------------------------------------------------------------------------------------- PP 6 1.964749e+00 1.964749e+00 0.000000e+00 1.565084e-02 3.833661e+02 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 1.9647492959385495 Dual Bound: 1.9483137034916045 Dual Gap (relative): 0.008435803955744161 Search Statistics. Total number of nodes processed: 378 Total number of lmo calls: 2876 Total time (s): 17.93 LMO calls / sec: 160.4015616285555 Nodes / sec: 21.081985499163412 LMO calls / node: 7.608465608465608 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 seed = 0x1b975488fd3caeb9 Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Most infeasible FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Secant 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 -8.813244e+01 -6.761506e+01 2.051738e+01 3.034440e-01 1.587500e+01 1.889764e-01 7796 92 29 277 12 1 * 2 3 -8.813244e+01 -7.243655e+01 1.569590e+01 2.166848e-01 1.643300e+01 3.042658e-01 552 77 53 377 15 3 * 4 5 -8.813109e+01 -7.264540e+01 1.548569e+01 2.131682e-01 1.723900e+01 5.220720e-01 301 69 103 181 15 2 * 12 13 -8.812662e+01 -7.300005e+01 1.512656e+01 2.072131e-01 2.392600e+01 1.044888e+00 1070 100 330 903 19 11 * 15 16 -8.812161e+01 -7.417360e+01 1.394801e+01 1.880455e-01 2.625800e+01 1.180593e+00 582 84 421 440 18 2 100 101 -8.796976e+01 -7.417360e+01 1.379616e+01 1.859982e-01 1.231100e+02 1.632686e+00 382 83 2999 258 9 2 200 201 -8.789427e+01 -7.417360e+01 1.372067e+01 1.849805e-01 2.378000e+02 1.686291e+00 1654 98 6046 1491 25 11 300 301 -8.782527e+01 -7.417360e+01 1.365167e+01 1.840503e-01 3.518660e+02 1.708037e+00 878 97 9132 735 21 5 * 383 384 -8.779177e+01 -7.452912e+01 1.326265e+01 1.779526e-01 4.641900e+02 1.652341e+00 925 97 11621 724 15 4 400 401 -8.779092e+01 -7.452912e+01 1.326180e+01 1.779412e-01 4.792040e+02 1.671522e+00 761 75 12133 726 23 10 413 414 -8.778332e+01 -7.452912e+01 1.325420e+01 1.778392e-01 5.000040e+02 1.653987e+00 4049 115 12535 3929 23 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 2.286586e+02 2.241724e+02 4.486237e+00 0.000000e+00 Inf 1 LD 6 -8.221552e+01 -8.297609e+01 7.605731e-01 2.944857e-01 2.037450e+01 2 LD 107 -8.535676e+01 -8.567711e+01 3.203503e-01 5.927306e-01 1.805205e+02 3 LD 135 -8.543841e+01 -8.557598e+01 1.375664e-01 6.154531e-01 2.193506e+02 6 LD 173 -8.546749e+01 -8.552626e+01 5.876856e-02 6.346347e-01 2.725978e+02 7 LD 262 -8.547813e+01 -8.550287e+01 2.474604e-02 6.733940e-01 3.890739e+02 9 LD 322 -8.547952e+01 -8.549111e+01 1.159067e-02 7.000259e-01 4.599830e+02 10 LD 414 -8.547992e+01 -8.548519e+01 5.276619e-03 7.392785e-01 5.600055e+02 12 LD 494 -8.548000e+01 -8.548232e+01 2.322641e-03 7.836715e-01 6.303661e+02 13 LD 598 -8.548002e+01 -8.548115e+01 1.135566e-03 8.418425e-01 7.103467e+02 14 LD 699 -8.548002e+01 -8.548056e+01 5.392595e-04 9.020434e-01 7.749072e+02 16 LD 790 -8.548002e+01 -8.548029e+01 2.677183e-04 9.541265e-01 8.279824e+02 17 LD 860 -8.548002e+01 -8.548015e+01 1.244531e-04 9.919464e-01 8.669824e+02 17 LD 939 -8.548002e+01 -8.548008e+01 5.718532e-05 1.034955e+00 9.072860e+02 17 P 1000 -8.548002e+01 -8.548008e+01 5.718532e-05 1.068592e+00 9.358106e+02 17 LD 1024 -8.548002e+01 -8.548005e+01 2.724168e-05 1.141843e+00 8.967956e+02 17 LD 1116 -8.548002e+01 -8.548004e+01 1.315283e-05 1.193489e+00 9.350734e+02 18 LD 1205 -8.548002e+01 -8.548003e+01 5.395628e-06 1.244238e+00 9.684645e+02 19 LD 1239 -8.548002e+01 -8.548003e+01 2.564635e-06 1.263994e+00 9.802264e+02 19 LD 1292 -8.548002e+01 -8.548002e+01 1.200733e-06 1.293397e+00 9.989197e+02 19 LD 1340 -8.548002e+01 -8.548002e+01 5.944464e-07 1.320669e+00 1.014637e+03 19 P 2000 -8.548002e+01 -8.548002e+01 5.944464e-07 1.706082e+00 1.172276e+03 19 P 3000 -8.548002e+01 -8.548002e+01 5.944464e-07 2.158529e+00 1.389835e+03 19 P 4000 -8.548002e+01 -8.548002e+01 5.944464e-07 2.566315e+00 1.558655e+03 19 P 5000 -8.548002e+01 -8.548002e+01 5.944464e-07 2.943814e+00 1.698477e+03 19 P 6000 -8.548002e+01 -8.548002e+01 5.944464e-07 3.306913e+00 1.814381e+03 19 P 7000 -8.548002e+01 -8.548002e+01 5.944464e-07 3.683566e+00 1.900332e+03 19 P 8000 -8.548002e+01 -8.548002e+01 5.944464e-07 4.046970e+00 1.976787e+03 19 P 9000 -8.548002e+01 -8.548002e+01 5.944464e-07 4.408866e+00 2.041341e+03 19 P 10000 -8.548002e+01 -8.548002e+01 5.944464e-07 4.765597e+00 2.098373e+03 19 Last 10001 -8.548002e+01 -8.548002e+01 5.433491e-07 4.770225e+00 2.096547e+03 19 ---------------------------------------------------------------------------------------------------------------- PP 10001 -8.548002e+01 -8.548002e+01 5.433491e-07 4.773830e+00 2.094963e+03 19 ---------------------------------------------------------------------------------------------------------------- Solution Statistics. Solution Status: Time limit reached Primal Objective: -85.48002266320565 Dual Bound: -87.78332160287721 Dual Gap (relative): 0.026945464775397217 Search Statistics. Total number of nodes processed: 827 Total number of lmo calls: 12576 Total time (s): 506.289 LMO calls / sec: 24.839567914768047 Nodes / sec: 1.633454410425666 LMO calls / node: 15.20677146311971 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 Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Partial strong branching FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Secant 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 -8.787289e+01 -7.937538e+01 8.497513e+00 1.070548e-01 1.999100e+01 1.500675e-01 8050 211 28 140 14 1 * 3 4 -8.745300e+01 -8.112477e+01 6.328231e+00 7.800615e-02 2.254100e+01 3.105452e-01 382 201 71 120 9 2 * 17 18 -8.641955e+01 -8.144207e+01 4.977479e+00 6.111681e-02 3.726100e+01 9.393199e-01 307 163 338 108 11 4 * 23 24 -8.626113e+01 -8.202617e+01 4.234966e+00 5.162945e-02 4.283400e+01 1.097259e+00 286 124 445 127 9 3 100 101 -8.510060e+01 -8.202617e+01 3.074437e+00 3.748117e-02 1.086990e+02 1.849143e+00 141 69 1777 74 19 12 200 197 -8.471430e+01 -8.202617e+01 2.688136e+00 3.277169e-02 1.808680e+02 2.194971e+00 192 91 3371 90 18 7 300 297 -8.438900e+01 -8.202617e+01 2.362831e+00 2.880581e-02 2.524950e+02 2.364403e+00 149 95 4960 47 16 3 400 375 -8.415410e+01 -8.202617e+01 2.127931e+00 2.594210e-02 3.118600e+02 2.485089e+00 196 113 6309 70 16 1 500 445 -8.396907e+01 -8.202617e+01 1.942899e+00 2.368633e-02 3.679810e+02 2.568067e+00 137 68 7603 52 14 4 * 521 444 -8.395158e+01 -8.229343e+01 1.658151e+00 2.014925e-02 3.789590e+02 2.583393e+00 19 13 7854 3 2 0 600 479 -8.383832e+01 -8.229343e+01 1.544885e+00 1.877288e-02 4.157990e+02 2.628674e+00 163 81 8718 76 14 4 700 519 -8.372022e+01 -8.229343e+01 1.426784e+00 1.733777e-02 4.640210e+02 2.657207e+00 124 71 9823 54 12 8 800 537 -8.364729e+01 -8.229343e+01 1.353859e+00 1.645161e-02 4.893380e+02 2.760873e+00 114 41 10666 75 11 2 900 567 -8.354749e+01 -8.229343e+01 1.254059e+00 1.523887e-02 5.288480e+02 2.800427e+00 77 48 11702 26 12 4 1000 579 -8.347666e+01 -8.229343e+01 1.183224e+00 1.437811e-02 5.633120e+02 2.827918e+00 71 42 12582 47 15 4 1100 591 -8.339585e+01 -8.229343e+01 1.102423e+00 1.339624e-02 5.951030e+02 2.865050e+00 78 49 13475 29 12 6 1200 599 -8.332702e+01 -8.229343e+01 1.033586e+00 1.255976e-02 6.274420e+02 2.889510e+00 83 48 14300 44 9 6 1300 603 -8.326030e+01 -8.229343e+01 9.668724e-01 1.174908e-02 6.571060e+02 2.917338e+00 178 84 15097 98 12 2 1400 607 -8.321171e+01 -8.229343e+01 9.182802e-01 1.115861e-02 6.893300e+02 2.931832e+00 69 44 15906 24 17 2 1500 615 -8.316109e+01 -8.229343e+01 8.676586e-01 1.054347e-02 7.203560e+02 2.955483e+00 119 35 16709 136 9 1 1600 617 -8.312235e+01 -8.229343e+01 8.289183e-01 1.007272e-02 7.403360e+02 3.013497e+00 117 59 17499 78 8 8 1617 616 -8.311485e+01 -8.229343e+01 8.214153e-01 9.981541e-03 7.433290e+02 3.022888e+00 14 9 17624 3 2 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 -5.106641e+01 -5.175216e+01 6.857505e-01 0.000000e+00 Inf 1 LD 4 -8.229160e+01 -8.230426e+01 1.266116e-02 2.041331e-01 1.959506e+01 2 LD 8 -8.229343e+01 -8.229368e+01 2.506050e-04 3.330541e-01 2.402013e+01 2 LD 11 -8.229343e+01 -8.229343e+01 1.265038e-06 3.378068e-01 3.256299e+01 2 LD 15 -8.229343e+01 -8.229343e+01 8.139751e-08 3.424507e-01 4.380193e+01 2 Last 15 -8.229343e+01 -8.229343e+01 8.139751e-08 3.494433e-01 4.292542e+01 2 ---------------------------------------------------------------------------------------------------------------- PP 15 -8.229343e+01 -8.229343e+01 8.139751e-08 3.531516e-01 4.247467e+01 2 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -82.29343157586024 Dual Bound: -83.11484686176374 Dual Gap (relative): 0.009981541298910305 Search Statistics. Total number of nodes processed: 2247 Total number of lmo calls: 17632 Total time (s): 744.893 LMO calls / sec: 23.670513751639497 Nodes / sec: 3.0165406306677602 LMO calls / node: 7.846906987093903 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/qQ4D3/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/qQ4D3/test/poisson.jl:192 [2] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:309 [3] macro expansion @ ~/.julia/packages/Boscia/qQ4D3/test/runtests.jl:26 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1962 [inlined] [5] top-level scope @ ~/.julia/packages/Boscia/qQ4D3/test/runtests.jl:17 [6] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:309 [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:296 [10] _start() @ Base ./client.jl:563 in expression starting at /home/pkgeval/.julia/packages/Boscia/qQ4D3/test/poisson.jl:192 Test Summary: | Pass Error Total Time Boscia Test Suite | 130 1 131 38m01.7s Norm hyperbox | 4 4 51.8s Norm hyperbox - strong branching | 2 2 46.3s Normbox - Shadow set activation | 4 4 23.4s Normbox - strong convexity and sharpness | 6 6 19.1s Start with Active Set | 2 2 18.7s Interface - sparse poisson regression | 4 4 25.4s Different FW variants | 10 10 1m04.4s Different line search types | 8 8 2m26.4s Lazification | 5 5 20.7s DICG - Lazification | 10 10 1m12.0s DICG - warm_start | 5 5 56.6s User stop | 2 2 16.0s Linear feasible | 4 4 0.2s Integer bounds | 10 10 0.1s Cube LMO | 4 4 25.4s BLMO - Strong Branching | 4 4 22.5s Probability Simplex LMO | 4 4 55.1s Unit Simplex LMO | 4 4 1m08.1s Indicators | 5 5 0.3s Hyperplane Aware Rounding - Probability Simplex | 2 2 26.5s Hyperplane Aware Rounding - Unit Simplex | 2 2 30.1s Following Gradient Heuristic - Unit Simplex | 6 6 39.8s Rounding Heuristic - Unit Simplex | 3 3 31.3s Probability Rounding - Unit Cube | 2 2 22.4s Probability rounding - Probability Simplex | 4 4 22.3s Sparse Regression | 2 2 30.8s Sparse Regression Group | 7 7 1m02.9s Poisson sparse regression | 2 2 8m29.7s Hybrid branching poisson sparse regression | 3 3 12m28.4s RNG of the outermost testset: Xoshiro(0x9b0402b31e202ec0, 0xa7f920a845510541, 0x400a055303fea749, 0xec7c5a1f73d53f80, 0x4a87f6272ce13f70) ERROR: LoadError: Some tests did not pass: 130 passed, 0 failed, 1 errored, 0 broken. in expression starting at /home/pkgeval/.julia/packages/Boscia/qQ4D3/test/runtests.jl:15 Testing failed after 2315.15s 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:2673 [3] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2522 [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:538 [5] kwcall(::@NamedTuple{julia_args::Cmd, io::IOContext{IO}}, ::typeof(Pkg.API.test), ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:515 [6] 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:168 [7] kwcall(::@NamedTuple{julia_args::Cmd}, ::typeof(Pkg.API.test), pkgs::Vector{PackageSpec}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:157 [8] test(pkgs::Vector{String}; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:156 [9] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:156 [inlined] [10] kwcall(::@NamedTuple{julia_args::Cmd}, ::typeof(Pkg.API.test), pkg::String) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:155 [11] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:219 [12] include(mod::Module, _path::String) @ Base ./Base.jl:308 [13] exec_options(opts::Base.JLOptions) @ Base ./client.jl:330 [14] _start() @ Base ./client.jl:563 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 2533.86s: package tests unexpectedly errored