Package evaluation of Boscia on Julia 1.13.0-DEV.1055 (100ef9d641*) started at 2025-08-28T18:09:17.042 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.42s ################################################################################ # 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 v1.43.0 [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 v10.46.0+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 v1.66.0+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 4.87s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 368.12s ################################################################################ # Testing # Testing Boscia Status `/tmp/jl_GM3vk1/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_GM3vk1/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 v1.43.0 [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 v10.46.0+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 v1.66.0+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... 7563.4 ms ✓ StatsBase 7929.4 ms ✓ Distributions 2 dependencies successfully precompiled in 17 seconds. 45 already precompiled. Precompiling packages... 3515.6 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 4 seconds. 52 already precompiled. Precompiling packages... 3306.5 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 4 seconds. 49 already precompiled. seed = 0xfaf73666ba9ceb4f [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution seed = 0x987b22731108db65 seed = 0xc1318a65fbc2b8a4 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: Polish solution seed = 0xcec2ab63a6289b90 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 1.678967e+00 1.988108e+00 3.091405e-01 1.841254e-01 1.660700e+01 1.806467e-01 6993 79 19 23 9 1 * 3 4 1.701831e+00 1.962475e+00 2.606444e-01 1.531553e-01 2.018900e+01 3.467235e-01 79 59 46 20 11 0 100 23 1.904036e+00 1.962475e+00 5.843910e-02 3.069223e-02 2.296300e+01 5.356443e+00 16 12 576 5 4 0 149 18 1.943481e+00 1.962475e+00 1.899369e-02 9.773023e-03 2.386100e+01 6.998868e+00 21 15 736 6 6 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 5.824644e+00 -1.407168e+00 7.231812e+00 0.000000e+00 Inf 1 LD 2 2.834806e+00 1.307319e+00 1.527486e+00 1.975725e+00 1.012287e+00 2 LD 5 1.964580e+00 1.962417e+00 2.163244e-03 2.212381e+00 2.260008e+00 2 LD 7 1.962475e+00 1.962475e+00 0.000000e+00 2.216598e+00 3.157993e+00 1 Last 7 1.962475e+00 1.962475e+00 0.000000e+00 2.223919e+00 3.147597e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 7 1.962475e+00 1.962475e+00 0.000000e+00 2.227885e+00 3.141994e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 1.9624750752264652 Dual Bound: 1.94348138650262 Dual Gap (relative): 0.009773023223044757 Search Statistics. Total number of nodes processed: 167 Total number of lmo calls: 743 Total time (s): 27.722 LMO calls / sec: 26.801818050645696 Nodes / sec: 6.024096385542168 LMO calls / node: 4.449101796407185 Total number of global tightenings: 0 Global tightenings / node: 0.0 Total number of local tightenings: 408 Local tightenings / node: 2.74 Total number of potential local tightenings: 1070 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 1.407189e+00 2.400126e+00 9.929368e-01 7.056170e-01 1.424000e+01 2.106742e-01 6672 262 38 81 24 1 100 67 1.963651e+00 2.400126e+00 4.364756e-01 2.222776e-01 2.340400e+01 7.135532e+00 29 21 1346 20 13 1 200 69 2.051381e+00 2.400126e+00 3.487456e-01 1.700053e-01 2.603800e+01 1.033105e+01 32 24 1806 21 10 0 300 69 2.103425e+00 2.400126e+00 2.967008e-01 1.410560e-01 2.838500e+01 1.299982e+01 44 23 2220 23 10 0 400 67 2.150768e+00 2.400126e+00 2.493583e-01 1.159392e-01 3.088200e+01 1.512208e+01 30 21 2655 23 6 0 500 67 2.191223e+00 2.400126e+00 2.089037e-01 9.533659e-02 3.331100e+01 1.702140e+01 32 23 3091 14 4 0 600 67 2.227787e+00 2.400126e+00 1.723394e-01 7.735903e-02 3.555000e+01 1.876231e+01 27 20 3514 21 7 1 700 67 2.264860e+00 2.400126e+00 1.352668e-01 5.972414e-02 3.784200e+01 2.026848e+01 34 24 3960 31 8 1 800 67 2.304865e+00 2.400126e+00 9.526134e-02 4.133055e-02 4.027100e+01 2.152914e+01 36 26 4411 32 10 4 900 55 2.349096e+00 2.400126e+00 5.103069e-02 2.172355e-02 4.257000e+01 2.243364e+01 32 23 4851 22 4 0 949 38 2.377193e+00 2.400126e+00 2.293360e-02 9.647347e-03 4.366300e+01 2.260495e+01 8 5 5050 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 6.010324e+00 -2.627780e-01 6.273102e+00 0.000000e+00 Inf 1 LD 3 2.525488e+00 2.372044e+00 1.534438e-01 2.614244e-01 1.147559e+01 2 LD 5 2.400126e+00 2.400126e+00 0.000000e+00 4.347067e-01 1.150201e+01 1 Last 5 2.400126e+00 2.400126e+00 0.000000e+00 4.424231e-01 1.130140e+01 1 ---------------------------------------------------------------------------------------------------------------- PP 5 2.400126e+00 2.400126e+00 0.000000e+00 4.465166e-01 1.119779e+01 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 2.4001263190524744 Dual Bound: 2.3771927154359953 Dual Gap (relative): 0.009647347254415978 Search Statistics. Total number of nodes processed: 987 Total number of lmo calls: 5056 Total time (s): 45.818 LMO calls / sec: 110.34964424462002 Nodes / sec: 21.54175214981012 LMO calls / node: 5.1225937183384 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: 13th entry: 0.14565738066565653 43th entry: 0.14565738066565653 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 1.504104e+00 2.400126e+00 8.960222e-01 5.957182e-01 3.180000e-01 9.433962e+00 315 260 38 81 24 1 100 41 2.006139e+00 2.400126e+00 3.939878e-01 1.963911e-01 9.451000e+00 1.491906e+01 32 15 1318 15 13 2 200 33 2.116366e+00 2.400126e+00 2.837600e-01 1.340789e-01 1.251100e+01 1.862361e+01 32 23 1825 23 14 4 300 33 2.216959e+00 2.400126e+00 1.831673e-01 8.262095e-02 1.645300e+01 2.023947e+01 37 27 2493 26 10 1 400 32 2.298496e+00 2.400126e+00 1.016307e-01 4.421617e-02 2.025500e+01 2.132807e+01 27 19 3171 27 10 2 485 19 2.376537e+00 2.400126e+00 2.358929e-02 9.925907e-03 2.337300e+01 2.156334e+01 32 23 3762 26 12 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 6.010324e+00 -2.627780e-01 6.273102e+00 0.000000e+00 Inf 1 LD 3 2.525488e+00 2.372044e+00 1.534438e-01 1.673974e-03 1.792143e+03 2 LD 5 2.400126e+00 2.400126e+00 0.000000e+00 6.854774e-03 7.294187e+02 1 Last 5 2.400126e+00 2.400126e+00 0.000000e+00 1.576297e-02 3.171991e+02 1 ---------------------------------------------------------------------------------------------------------------- PP 5 2.400126e+00 2.400126e+00 0.000000e+00 2.054212e-02 2.434023e+02 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 2.4001263190524744 Dual Bound: 2.3765370326384376 Dual Gap (relative): 0.009925907355985067 Search Statistics. Total number of nodes processed: 504 Total number of lmo calls: 3768 Total time (s): 23.407 LMO calls / sec: 160.97748536762506 Nodes / sec: 21.532020335796982 LMO calls / node: 7.476190476190476 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 = 0xd8ee3b5a5c731f14 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 -4.982441e+02 -4.813920e+02 1.685209e+01 3.500699e-02 1.643500e+01 1.825373e-01 8274 105 33 605 15 5 * 5 6 -4.975802e+02 -4.821574e+02 1.542286e+01 3.198720e-02 1.938100e+01 5.675662e-01 658 75 139 476 9 8 * 17 18 -4.961107e+02 -4.841566e+02 1.195407e+01 2.469050e-02 2.735200e+01 1.279614e+00 918 95 446 734 11 10 * 34 35 -4.953542e+02 -4.844601e+02 1.089413e+01 2.248715e-02 4.256800e+01 1.620936e+00 623 82 845 474 8 8 * 73 74 -4.944062e+02 -4.847231e+02 9.683154e+00 1.997667e-02 6.820100e+01 2.155394e+00 721 86 1780 581 10 7 100 101 -4.937252e+02 -4.847231e+02 9.002095e+00 1.857162e-02 8.973900e+01 2.239829e+00 566 82 2447 428 8 12 * 108 109 -4.936998e+02 -4.859334e+02 7.766403e+00 1.598244e-02 9.493900e+01 2.285678e+00 817 95 2633 672 15 13 200 201 -4.928205e+02 -4.859334e+02 6.887097e+00 1.417292e-02 1.709940e+02 2.345112e+00 695 68 4891 574 15 10 * 297 298 -4.922628e+02 -4.864515e+02 5.811322e+00 1.194636e-02 2.443520e+02 2.435012e+00 272 53 7249 195 11 10 300 301 -4.922586e+02 -4.864515e+02 5.807179e+00 1.193784e-02 2.472740e+02 2.430502e+00 433 71 7322 323 11 11 400 391 -4.918279e+02 -4.864515e+02 5.376467e+00 1.105242e-02 3.178940e+02 2.488251e+00 13 6 9675 6 11 7 500 487 -4.915454e+02 -4.864515e+02 5.093963e+00 1.047168e-02 3.883670e+02 2.541411e+00 538 73 12050 412 8 10 581 562 -4.913099e+02 -4.864515e+02 4.858488e+00 9.987611e-03 4.476410e+02 2.553385e+00 393 72 13961 274 9 9 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 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 7.690895e+02 7.648084e+02 4.281063e+00 0.000000e+00 Inf 1 LD 6 -4.701446e+02 -4.713530e+02 1.208379e+00 2.801911e-01 2.141396e+01 2 LD 74 -4.858025e+02 -4.862174e+02 4.148277e-01 4.799456e-01 1.541841e+02 4 LD 128 -4.891181e+02 -4.892651e+02 1.470574e-01 5.050067e-01 2.534620e+02 4 LD 188 -4.895203e+02 -4.895784e+02 5.803374e-02 5.309797e-01 3.540625e+02 5 LD 219 -4.895489e+02 -4.895659e+02 1.699390e-02 5.497779e-01 3.983426e+02 7 LD 357 -4.895565e+02 -4.895605e+02 4.002376e-03 6.788458e-01 5.258926e+02 8 LD 488 -4.895571e+02 -4.895585e+02 1.402291e-03 7.239982e-01 6.740348e+02 8 LD 601 -4.895572e+02 -4.895577e+02 4.537652e-04 7.624412e-01 7.882575e+02 8 LD 714 -4.895572e+02 -4.895573e+02 1.389411e-04 8.153268e-01 8.757225e+02 8 LD 821 -4.895572e+02 -4.895573e+02 4.836341e-05 8.687106e-01 9.450788e+02 8 LD 934 -4.895572e+02 -4.895572e+02 1.744496e-05 9.256222e-01 1.009051e+03 8 P 1000 -4.895572e+02 -4.895572e+02 1.744496e-05 9.602497e-01 1.041396e+03 8 LD 1045 -4.895572e+02 -4.895572e+02 5.457730e-06 1.037625e+00 1.007108e+03 8 LD 1164 -4.895572e+02 -4.895572e+02 1.767621e-06 1.096685e+00 1.061380e+03 8 LD 1285 -4.895572e+02 -4.895572e+02 5.398973e-07 1.158799e+00 1.108907e+03 8 P 2000 -4.895572e+02 -4.895572e+02 5.398973e-07 1.543231e+00 1.295982e+03 8 P 3000 -4.895572e+02 -4.895572e+02 5.398973e-07 1.981746e+00 1.513816e+03 8 P 4000 -4.895572e+02 -4.895572e+02 5.398973e-07 2.412325e+00 1.658152e+03 8 P 5000 -4.895572e+02 -4.895572e+02 5.398973e-07 2.778713e+00 1.799394e+03 8 P 6000 -4.895572e+02 -4.895572e+02 5.398973e-07 3.132508e+00 1.915398e+03 8 P 7000 -4.895572e+02 -4.895572e+02 5.398973e-07 3.477109e+00 2.013166e+03 8 P 8000 -4.895572e+02 -4.895572e+02 5.398973e-07 3.813431e+00 2.097848e+03 8 P 9000 -4.895572e+02 -4.895572e+02 5.398973e-07 4.170313e+00 2.158111e+03 8 P 10000 -4.895572e+02 -4.895572e+02 5.398973e-07 4.530858e+00 2.207087e+03 8 Last 10001 -4.895572e+02 -4.895572e+02 3.963028e-07 4.535030e+00 2.205278e+03 8 ---------------------------------------------------------------------------------------------------------------- PP 10001 -4.895572e+02 -4.895572e+02 3.963028e-07 4.538279e+00 2.203699e+03 8 ---------------------------------------------------------------------------------------------------------------- Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -489.5572032220056 Dual Bound: -491.30993808953764 Dual Gap (relative): 0.0035802452828728537 Search Statistics. Total number of nodes processed: 1143 Total number of lmo calls: 13987 Total time (s): 454.007 LMO calls / sec: 30.807895032455445 Nodes / sec: 2.5175823280257794 LMO calls / node: 12.237095363079614 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 -4.313143e+02 -4.287426e+02 2.571629e+00 5.998071e-03 1.831000e+01 1.638449e-01 7347 52 9 9 2 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 -2.141727e+02 -2.148915e+02 7.188377e-01 0.000000e+00 Inf 1 LD 2 -4.287426e+02 -4.287426e+02 0.000000e+00 1.701329e-01 1.175552e+01 1 Last 2 -4.287426e+02 -4.287426e+02 0.000000e+00 3.475264e-01 5.754958e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 -4.287426e+02 -4.287426e+02 0.000000e+00 3.524081e-01 5.675239e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -428.7426479478846 Dual Bound: -431.3142766551815 Dual Gap (relative): 0.005998070683207347 Search Statistics. Total number of nodes processed: 3 Total number of lmo calls: 14 Total time (s): 20.531 LMO calls / sec: 0.6818956699624957 Nodes / sec: 0.1461205007062491 LMO calls / node: 4.666666666666667 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:1948 [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 24m28.7s Norm hyperbox | 4 4 38.8s Norm hyperbox - strong branching | 2 2 36.2s Normbox - Shadow set activation | 4 4 20.5s Normbox - strong convexity and sharpness | 6 6 14.2s Start with Active Set | 2 2 13.6s Interface - sparse poisson regression | 4 4 17.9s Different FW variants | 10 10 44.4s Different line search types | 8 8 2m20.4s Lazification | 5 5 19.4s DICG - Lazification | 10 10 51.7s DICG - warm_start | 5 5 42.1s User stop | 2 2 15.7s Linear feasible | 4 4 0.2s Integer bounds | 10 10 0.1s Cube LMO | 4 4 24.7s BLMO - Strong Branching | 4 4 22.8s Probability Simplex LMO | 4 4 53.9s Unit Simplex LMO | 4 4 1m47.2s Indicators | 5 5 0.3s Hyperplane Aware Rounding - Probability Simplex | 2 2 27.2s Hyperplane Aware Rounding - Unit Simplex | 2 2 30.0s Following Gradient Heuristic - Unit Simplex | 6 6 40.5s Rounding Heuristic - Unit Simplex | 3 3 38.7s Probability Rounding - Unit Cube | 2 2 22.7s Probability rounding - Probability Simplex | 4 4 21.4s Sparse Regression | 2 2 33.0s Sparse Regression Group | 7 7 1m12.7s Poisson sparse regression | 2 2 7m37.3s Hybrid branching poisson sparse regression | 3 3 24.2s RNG of the outermost testset: Xoshiro(0xf965b5059a29652d, 0xea19f9edda4a34a5, 0x28fd9eeda7b2cb92, 0xeda68efd88d95d13, 0x0435a6622d77887b) 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 1493.81s 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 1898.76s: package tests unexpectedly errored