Package evaluation of Boscia on Julia 1.13.0-DEV.1095 (0679da10f9*) started at 2025-09-07T18:26:11.072 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.76s ################################################################################ # 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 v1.1.0 [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 v1.44.0 [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 v1.3.3 [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 v1.9.15 [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 v10.46.0+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 v1.67.0+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 4.79s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 190.58s ################################################################################ # Testing # Testing Boscia Status `/tmp/jl_uDLYOJ/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 v1.44.0 [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_uDLYOJ/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 v1.1.0 [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 v1.44.0 [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 v1.3.3 [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 v1.9.15 [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 v2.12.2+0 ⌅ [9cc047cb] Ipopt_jll v300.1400.1400+0 [94ce4f54] Libiconv_jll v1.18.0+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 ⌅ [02c8fc9c] XML2_jll v2.13.8+0 [a65dc6b1] Xorg_libpciaccess_jll v0.18.1+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 v10.46.0+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 v1.67.0+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... 9239.8 ms ✓ StatsBase 10628.0 ms ✓ Distributions 2 dependencies successfully precompiled in 22 seconds. 45 already precompiled. Precompiling packages... 4711.1 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 6 seconds. 52 already precompiled. Precompiling packages... 5833.8 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 7 seconds. 49 already precompiled. seed = 0xc31156ca3d483ddd [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution seed = 0xfa902783e96e33ac seed = 0x025fc14d9a7f5b9b seed = 0x9fb4d6f3ae3cdb96 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 3.179358e+00 3.241599e+00 6.224158e-02 1.957678e-02 1.688900e+01 1.776304e-01 6920 42 10 11 3 1 3 4 3.212256e+00 3.241599e+00 2.934387e-02 9.134973e-03 2.019600e+01 3.466033e-01 27 20 24 4 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 7.848146e+00 1.015097e+00 6.833049e+00 0.000000e+00 Inf 1 LD 3 3.241599e+00 3.241599e+00 0.000000e+00 2.121248e+00 1.414262e+00 1 Last 3 3.241599e+00 3.241599e+00 0.000000e+00 2.238633e+00 1.340104e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 3 3.241599e+00 3.241599e+00 0.000000e+00 2.241335e+00 1.338488e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.2415994008718796 Dual Bound: 3.2122555334320917 Dual Gap (relative): 0.009134972960397031 Search Statistics. Total number of nodes processed: 7 Total number of lmo calls: 29 Total time (s): 24.082 LMO calls / sec: 1.2042189186944605 Nodes / sec: 0.29067353209866287 LMO calls / node: 4.142857142857143 Total number of global tightenings: 44 Global tightenings / node: 14.67 Total number of local tightenings: 46 Local tightenings / node: 15.33 Total number of potential local tightenings: 46 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 1.693149e+00 3.724248e+00 2.031099e+00 1.199598e+00 1.451700e+01 2.066543e-01 7208 289 46 103 30 1 * 2 3 1.693149e+00 3.702605e+00 2.009455e+00 1.186815e+00 1.478500e+01 3.381806e-01 253 195 75 129 37 8 * 5 6 1.722219e+00 3.696747e+00 1.974528e+00 1.146502e+00 1.526300e+01 7.206971e-01 129 96 146 43 19 0 100 51 2.767256e+00 3.696747e+00 9.294902e-01 3.358887e-01 2.309500e+01 6.538212e+00 31 23 1216 23 15 0 200 51 2.844436e+00 3.696747e+00 8.523101e-01 2.996411e-01 2.582000e+01 9.721146e+00 43 30 1624 27 13 2 300 51 2.897888e+00 3.696747e+00 7.988588e-01 2.756693e-01 2.837300e+01 1.237092e+01 28 20 2055 26 15 2 400 51 2.946939e+00 3.696747e+00 7.498073e-01 2.544359e-01 3.108500e+01 1.450861e+01 38 28 2505 26 8 0 500 51 2.997316e+00 3.696747e+00 6.994305e-01 2.333523e-01 3.389100e+01 1.625800e+01 32 24 2979 23 7 0 600 51 3.047442e+00 3.696747e+00 6.493048e-01 2.130655e-01 3.681600e+01 1.768253e+01 39 28 3473 39 17 5 700 51 3.095964e+00 3.696747e+00 6.007824e-01 1.940534e-01 3.964600e+01 1.894264e+01 28 21 3982 19 5 0 800 51 3.143855e+00 3.696747e+00 5.528918e-01 1.758643e-01 4.243800e+01 2.005278e+01 53 38 4502 57 16 10 900 51 3.211725e+00 3.696747e+00 4.850218e-01 1.510160e-01 4.532600e+01 2.098134e+01 34 25 5020 25 7 1 1000 51 3.289807e+00 3.696747e+00 4.069399e-01 1.236972e-01 4.829000e+01 2.176434e+01 42 30 5549 30 5 0 1100 51 3.410972e+00 3.696747e+00 2.857742e-01 8.378087e-02 5.094400e+01 2.259344e+01 36 27 6039 21 2 0 1199 4 3.671005e+00 3.696747e+00 2.574162e-02 7.012144e-03 5.299500e+01 2.270025e+01 12 9 6451 2 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 7.870139e+00 7.890288e-01 7.081110e+00 0.000000e+00 Inf 1 LD 3 3.831437e+00 3.674000e+00 1.574364e-01 2.500676e-01 1.199675e+01 2 LD 5 3.696747e+00 3.696747e+00 0.000000e+00 4.054109e-01 1.233317e+01 1 Last 5 3.696747e+00 3.696747e+00 0.000000e+00 4.155399e-01 1.203254e+01 1 ---------------------------------------------------------------------------------------------------------------- PP 5 3.696747e+00 3.696747e+00 0.000000e+00 4.200018e-01 1.190471e+01 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.696746588894608 Dual Bound: 3.6710049717097206 Dual Gap (relative): 0.00701214446269148 Search Statistics. Total number of nodes processed: 1203 Total number of lmo calls: 6457 Total time (s): 55.081 LMO calls / sec: 117.22735607559775 Nodes / sec: 21.84056208129845 LMO calls / node: 5.367414796342477 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: 22 Non zero entries: 16th entry: 0.1595866433173339 39th entry: 0.1595866433173339 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 1.834511e+00 3.724248e+00 1.889737e+00 1.030104e+00 3.820000e-01 7.853403e+00 379 310 46 103 30 1 * 2 3 1.834511e+00 3.702605e+00 1.868093e+00 1.018306e+00 6.470000e-01 7.727975e+00 249 198 75 129 37 8 * 5 6 1.865254e+00 3.696747e+00 1.831493e+00 9.818999e-01 1.127000e+00 9.760426e+00 125 95 146 43 19 0 100 37 2.841052e+00 3.696747e+00 8.556949e-01 3.011895e-01 7.884000e+00 1.737697e+01 28 21 1190 19 16 0 200 33 2.923713e+00 3.696747e+00 7.730336e-01 2.644013e-01 1.028300e+01 2.265876e+01 37 26 1603 27 13 2 300 25 3.023637e+00 3.696747e+00 6.731097e-01 2.226159e-01 1.394300e+01 2.330919e+01 40 28 2234 33 15 5 400 25 3.136401e+00 3.696747e+00 5.603456e-01 1.786588e-01 1.853300e+01 2.293207e+01 43 30 3018 46 18 6 500 25 3.244451e+00 3.696747e+00 4.522959e-01 1.394060e-01 2.316900e+01 2.265959e+01 45 31 3835 46 14 5 600 25 3.425900e+00 3.696747e+00 2.708469e-01 7.905863e-02 2.768200e+01 2.257785e+01 36 25 4661 35 8 1 664 7 3.668071e+00 3.696747e+00 2.867579e-02 7.817676e-03 3.024200e+01 2.218769e+01 37 27 5161 21 3 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 7.870139e+00 7.890288e-01 7.081110e+00 0.000000e+00 Inf 1 LD 3 3.831437e+00 3.674000e+00 1.574364e-01 2.789103e-03 1.075615e+03 2 LD 5 3.696747e+00 3.696747e+00 0.000000e+00 6.971074e-03 7.172496e+02 1 Last 5 3.696747e+00 3.696747e+00 0.000000e+00 1.423668e-02 3.512054e+02 1 ---------------------------------------------------------------------------------------------------------------- PP 5 3.696747e+00 3.696747e+00 0.000000e+00 1.803067e-02 2.773053e+02 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.696746588894608 Dual Bound: 3.6680707990003993 Dual Gap (relative): 0.007817676229701741 Search Statistics. Total number of nodes processed: 671 Total number of lmo calls: 5167 Total time (s): 30.272 LMO calls / sec: 170.6857822410148 Nodes / sec: 22.165697674418606 LMO calls / node: 7.700447093889717 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: 20 seed = 0xdac9c9868fb7a8df 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 -8.517805e+01 -6.118349e+01 2.399456e+01 3.921737e-01 2.214000e+01 1.355014e-01 14014 31 10 10001 4 1 * 2 3 -8.517805e+01 -6.602278e+01 1.915527e+01 2.901312e-01 2.267800e+01 2.204780e-01 534 86 36 267 11 2 * 5 6 -8.423317e+01 -6.624092e+01 1.799225e+01 2.716184e-01 2.459500e+01 4.472454e-01 587 80 115 429 16 0 * 13 14 -8.422953e+01 -6.642508e+01 1.780445e+01 2.680380e-01 3.296600e+01 8.190257e-01 2503 120 356 2159 27 2 * 30 31 -8.418714e+01 -6.663766e+01 1.754948e+01 2.633568e-01 5.368400e+01 1.136279e+00 1004 89 871 835 20 7 * 52 53 -8.408512e+01 -6.742682e+01 1.665830e+01 2.470574e-01 7.832300e+01 1.340602e+00 383 94 1540 236 18 12 100 101 -8.407254e+01 -6.742682e+01 1.664572e+01 2.468710e-01 1.202000e+02 1.672213e+00 869 94 2991 686 21 2 * 145 146 -8.404540e+01 -6.908539e+01 1.496001e+01 2.165438e-01 1.796520e+02 1.619798e+00 772 123 4389 570 19 5 * 184 185 -8.401867e+01 -6.920040e+01 1.481827e+01 2.141356e-01 2.186990e+02 1.687251e+00 1091 111 5563 893 25 8 200 201 -8.400813e+01 -6.920040e+01 1.480773e+01 2.139833e-01 2.369290e+02 1.692490e+00 535 104 6043 349 21 7 * 264 265 -8.396117e+01 -6.941461e+01 1.454656e+01 2.095605e-01 3.091950e+02 1.710894e+00 831 89 8040 687 27 15 300 301 -8.393968e+01 -6.941461e+01 1.452507e+01 2.092508e-01 3.532600e+02 1.701296e+00 539 79 9152 399 14 7 400 401 -8.390510e+01 -6.941461e+01 1.449049e+01 2.087527e-01 4.782310e+02 1.674923e+00 2119 90 12239 2069 18 13 422 423 -8.389921e+01 -6.941461e+01 1.448460e+01 2.086678e-01 5.000050e+02 1.689983e+00 621 57 12882 531 24 14 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 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 2.092856e+02 2.049450e+02 4.340644e+00 0.000000e+00 Inf 1 LD 4 -8.089063e+01 -8.145347e+01 5.628452e-01 2.925709e-01 1.367190e+01 2 LD 200 -8.235886e+01 -8.263437e+01 2.755141e-01 6.350624e-01 3.149297e+02 5 LD 227 -8.239363e+01 -8.248194e+01 8.830422e-02 6.533748e-01 3.474269e+02 7 LD 257 -8.239969e+01 -8.244071e+01 4.101431e-02 6.698341e-01 3.836771e+02 8 LD 280 -8.240046e+01 -8.241648e+01 1.601622e-02 6.849291e-01 4.088015e+02 9 LD 341 -8.240071e+01 -8.240759e+01 6.872902e-03 7.164168e-01 4.759799e+02 11 LD 401 -8.240076e+01 -8.240382e+01 3.058694e-03 7.455036e-01 5.378914e+02 11 LD 483 -8.240077e+01 -8.240199e+01 1.213197e-03 7.941255e-01 6.082162e+02 12 LD 589 -8.240078e+01 -8.240134e+01 5.665714e-04 8.526750e-01 6.907673e+02 13 LD 683 -8.240078e+01 -8.240104e+01 2.639758e-04 9.074222e-01 7.526816e+02 14 LD 759 -8.240078e+01 -8.240090e+01 1.235072e-04 9.488692e-01 7.998995e+02 14 LD 850 -8.240078e+01 -8.240083e+01 5.576810e-05 9.983862e-01 8.513740e+02 14 LD 969 -8.240078e+01 -8.240080e+01 2.237537e-05 1.064082e+00 9.106445e+02 14 P 1000 -8.240078e+01 -8.240080e+01 2.237537e-05 1.083995e+00 9.225139e+02 14 LD 1083 -8.240078e+01 -8.240079e+01 1.007516e-05 1.185067e+00 9.138720e+02 14 LD 1192 -8.240078e+01 -8.240078e+01 4.564622e-06 1.243579e+00 9.585241e+02 14 LD 1298 -8.240078e+01 -8.240078e+01 1.960931e-06 1.301091e+00 9.976246e+02 14 P 2000 -8.240078e+01 -8.240078e+01 1.960931e-06 1.701996e+00 1.175091e+03 14 P 3000 -8.240078e+01 -8.240078e+01 1.960931e-06 2.211173e+00 1.356746e+03 14 P 4000 -8.240078e+01 -8.240078e+01 1.960931e-06 2.696479e+00 1.483416e+03 14 P 5000 -8.240078e+01 -8.240078e+01 1.960931e-06 3.104951e+00 1.610332e+03 14 P 6000 -8.240078e+01 -8.240078e+01 1.960931e-06 3.477730e+00 1.725263e+03 14 P 7000 -8.240078e+01 -8.240078e+01 1.960931e-06 3.837037e+00 1.824324e+03 14 P 8000 -8.240078e+01 -8.240078e+01 1.960931e-06 4.217441e+00 1.896885e+03 14 P 9000 -8.240078e+01 -8.240078e+01 1.960931e-06 4.597747e+00 1.957481e+03 14 P 10000 -8.240078e+01 -8.240078e+01 1.960931e-06 4.976735e+00 2.009349e+03 14 Last 10001 -8.240078e+01 -8.240078e+01 1.145570e-06 4.981561e+00 2.007604e+03 14 ---------------------------------------------------------------------------------------------------------------- PP 10001 -8.240078e+01 -8.240078e+01 1.145570e-06 4.985053e+00 2.006197e+03 14 ---------------------------------------------------------------------------------------------------------------- Solution Statistics. Solution Status: Time limit reached Primal Objective: -82.40077774971586 Dual Bound: -83.89920785876984 Dual Gap (relative): 0.018184659780825327 Search Statistics. Total number of nodes processed: 845 Total number of lmo calls: 12915 Total time (s): 506.783 LMO calls / sec: 25.48428025407324 Nodes / sec: 1.6673803185979008 LMO calls / node: 15.284023668639053 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: 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 -8.409028e+01 -7.605110e+01 8.039187e+00 1.057077e-01 1.769700e+01 1.695203e-01 6323 163 28 104 9 2 * 3 4 -8.345345e+01 -7.672750e+01 6.725946e+00 8.766017e-02 1.972500e+01 3.548796e-01 217 133 68 72 11 1 * 4 5 -8.345345e+01 -7.710319e+01 6.350257e+00 8.236050e-02 2.062900e+01 4.362790e-01 216 130 87 64 11 1 * 5 6 -8.333509e+01 -7.791677e+01 5.418325e+00 6.953991e-02 2.168000e+01 5.073801e-01 192 120 105 55 6 1 * 9 10 -8.289470e+01 -7.816159e+01 4.733107e+00 6.055540e-02 2.561900e+01 7.416371e-01 183 106 181 64 13 2 * 35 36 -8.197046e+01 -7.878010e+01 3.190364e+00 4.049708e-02 4.812300e+01 1.475386e+00 163 106 670 50 11 2 100 101 -8.115593e+01 -7.878010e+01 2.375825e+00 3.015768e-02 9.977100e+01 2.014613e+00 147 80 1803 53 13 7 200 195 -8.058071e+01 -7.878010e+01 1.800605e+00 2.285609e-02 1.729160e+02 2.284346e+00 275 71 3427 193 11 9 300 273 -8.024469e+01 -7.878010e+01 1.464591e+00 1.859087e-02 2.376730e+02 2.410875e+00 123 68 4927 49 13 5 400 331 -8.001298e+01 -7.878010e+01 1.232883e+00 1.564968e-02 2.870000e+02 2.547038e+00 89 55 6218 55 14 2 500 357 -7.983154e+01 -7.878010e+01 1.051443e+00 1.334656e-02 3.277760e+02 2.614590e+00 117 65 7251 51 17 9 600 369 -7.970537e+01 -7.878010e+01 9.252666e-01 1.174493e-02 3.621250e+02 2.675872e+00 105 58 8168 58 14 5 700 379 -7.961176e+01 -7.878010e+01 8.316630e-01 1.055676e-02 3.996160e+02 2.700092e+00 123 61 9108 52 8 8 737 380 -7.956438e+01 -7.878010e+01 7.842777e-01 9.955276e-03 4.117100e+02 2.713075e+00 55 45 9429 6 7 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 -3.823126e+01 -3.892702e+01 6.957619e-01 0.000000e+00 Inf 1 LD 2 -7.878010e+01 -7.878010e+01 0.000000e+00 1.700433e-01 1.176171e+01 1 Last 2 -7.878010e+01 -7.878010e+01 0.000000e+00 3.450478e-01 5.796299e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 -7.878010e+01 -7.878010e+01 0.000000e+00 3.497027e-01 5.719145e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -78.78010025539882 Dual Bound: -79.56437792008131 Dual Gap (relative): 0.009955276296170299 Search Statistics. Total number of nodes processed: 1117 Total number of lmo calls: 9434 Total time (s): 413.736 LMO calls / sec: 22.80198000657424 Nodes / sec: 2.699789237581453 LMO calls / node: 8.445837063563115 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:1952 [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 | 129 1 130 32m38.1s Norm hyperbox | 4 4 48.1s Norm hyperbox - strong branching | 2 2 45.5s Normbox - Shadow set activation | 4 4 23.2s Normbox - strong convexity and sharpness | 6 6 18.3s Start with Active Set | 2 2 19.0s Interface - sparse poisson regression | 4 4 25.1s Different FW variants | 10 10 1m01.0s Different line search types | 8 8 2m26.3s Lazification | 5 5 20.7s DICG - Lazification | 10 10 57.7s DICG - warm_start | 5 5 48.9s User stop | 2 2 15.5s Linear feasible | 4 4 0.2s Integer bounds | 10 10 0.1s Cube LMO | 4 4 24.9s BLMO - Strong Branching | 4 4 22.4s Probability Simplex LMO | 4 4 49.4s Unit Simplex LMO | 4 4 1m11.7s Indicators | 5 5 0.3s Hyperplane Aware Rounding - Probability Simplex | 2 2 26.2s Hyperplane Aware Rounding - Unit Simplex | 2 2 28.2s Following Gradient Heuristic - Unit Simplex | 6 6 36.4s Rounding Heuristic - Unit Simplex | 3 3 32.4s Probability Rounding - Unit Cube | 2 2 23.3s Probability rounding - Probability Simplex | 3 3 20.8s Sparse Regression | 2 2 29.5s Sparse Regression Group | 7 7 1m27.9s Poisson sparse regression | 2 2 8m30.3s Hybrid branching poisson sparse regression | 3 3 6m57.1s RNG of the outermost testset: Xoshiro(0x42cb19b44002909e, 0x5b6caf5acbe1e053, 0x855bb8693ff56bd1, 0x488f654c4c779b5c, 0xebc786e8fab88c30) ERROR: LoadError: Some tests did not pass: 129 passed, 0 failed, 1 errored, 0 broken. in expression starting at /home/pkgeval/.julia/packages/Boscia/qQ4D3/test/runtests.jl:15 Testing failed after 1989.82s 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 2218.56s: package tests unexpectedly errored