Package evaluation of Boscia on Julia 1.13.0-DEV.971 (04e26c5eae*) started at 2025-08-10T18:31:29.848 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.37s ################################################################################ # 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 v0.5.5 [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 v1.42.1 [3b969827] + MathOptSetDistances v0.2.11 [d8a4904e] + MutableArithmetics v1.6.4 [77ba4419] + NaNMath v1.1.3 [d9ec5142] + NamedTupleTools v0.14.3 [bac558e1] + OrderedCollections v1.8.1 [69de0a69] + Parsers v2.8.3 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [92933f4c] + ProgressMeter v1.10.4 [dc4f5ac2] + ProximalCore v0.1.2 [708f8203] + Richardson v1.4.2 [efcf1570] + Setfield v1.1.2 [276daf66] + SpecialFunctions v2.5.1 [90137ffa] + StaticArrays v1.9.14 [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 v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+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 v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.83s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 156.69s ################################################################################ # Testing # Testing Boscia Status `/tmp/jl_TPWzOa/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 v0.5.5 [87dc4568] HiGHS v1.19.0 [e91730f6] Hungarian v0.7.0 [b8f27783] MathOptInterface v1.42.1 [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_TPWzOa/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 v0.5.5 [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 v1.42.1 [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 v1.4.3 [92933f4c] ProgressMeter v1.10.4 [dc4f5ac2] ProximalCore v0.1.2 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [be4d8f0f] Quadmath v0.5.13 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [708f8203] Richardson v1.4.2 [79098fc4] Rmath v0.8.0 [82193955] SCIP v0.12.7 [efcf1570] Setfield v1.1.2 [a2af1166] SortingAlgorithms v1.2.2 [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 v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+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 v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 5219.3 ms ✓ StatsBase 11014.4 ms ✓ Distributions 2 dependencies successfully precompiled in 20 seconds. 45 already precompiled. Precompiling packages... 5108.0 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 6 seconds. 52 already precompiled. Precompiling packages... 4715.4 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 7 seconds. 49 already precompiled. seed = 0xb46beeb678e47ba9 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution seed = 0x23eccce41876c439 seed = 0x57c0c8c651de7953 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution seed = 0x065bfa4be7eb490f 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 8.525422e-01 9.947191e-01 1.421769e-01 1.667682e-01 1.726700e+01 1.737418e-01 7089 63 16 21 4 1 61 8 9.860639e-01 9.947191e-01 8.655209e-03 8.777534e-03 2.252000e+01 3.063943e+00 7 5 317 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 4.054287e+00 -1.524701e+00 5.578988e+00 0.000000e+00 Inf 1 LD 3 1.199588e+00 8.965003e-01 3.030873e-01 2.186609e+00 1.371988e+00 2 LD 6 9.947191e-01 9.947191e-01 0.000000e+00 2.351336e+00 2.551741e+00 1 Last 6 9.947191e-01 9.947191e-01 0.000000e+00 2.359790e+00 2.542599e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 6 9.947191e-01 9.947191e-01 0.000000e+00 2.364415e+00 2.537625e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 0.9947191219885757 Dual Bound: 0.9860639128863512 Dual Gap (relative): 0.008777533574765411 Search Statistics. Total number of nodes processed: 69 Total number of lmo calls: 323 Total time (s): 26.553 LMO calls / sec: 12.16435054419463 Nodes / sec: 2.598576432041577 LMO calls / node: 4.681159420289855 Total number of global tightenings: 0 Global tightenings / node: 0.0 Total number of local tightenings: 224 Local tightenings / node: 3.67 Total number of potential local tightenings: 950 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 1.281906e+00 3.207637e+00 1.925732e+00 1.502241e+00 1.521400e+01 1.971868e-01 7252 313 46 109 29 1 100 57 2.336808e+00 3.207637e+00 8.708293e-01 3.726576e-01 2.438800e+01 6.437592e+00 30 21 1393 22 16 0 200 57 2.432255e+00 3.207637e+00 7.753826e-01 3.187917e-01 2.717400e+01 9.457570e+00 37 27 1863 26 17 2 300 57 2.491116e+00 3.207637e+00 7.165211e-01 2.876305e-01 3.006200e+01 1.187546e+01 33 24 2375 26 10 0 400 57 2.533356e+00 3.207637e+00 6.742810e-01 2.661611e-01 3.316600e+01 1.377917e+01 39 27 2922 43 19 5 500 57 2.574986e+00 3.207637e+00 6.326509e-01 2.456910e-01 3.654500e+01 1.524148e+01 29 21 3516 30 12 4 600 57 2.610186e+00 3.207637e+00 5.974509e-01 2.288921e-01 4.011000e+01 1.637996e+01 39 27 4161 45 15 5 700 57 2.645770e+00 3.207637e+00 5.618669e-01 2.123642e-01 4.368600e+01 1.732821e+01 53 36 4835 94 20 8 800 57 2.685051e+00 3.207637e+00 5.225860e-01 1.946279e-01 4.734900e+01 1.809964e+01 82 55 5516 112 20 9 900 57 2.726924e+00 3.207637e+00 4.807135e-01 1.762842e-01 5.071900e+01 1.886867e+01 32 24 6184 20 4 0 1000 57 2.790187e+00 3.207637e+00 4.174504e-01 1.496138e-01 5.403900e+01 1.955995e+01 37 27 6845 16 2 0 1100 57 2.884208e+00 3.207637e+00 3.234293e-01 1.121380e-01 5.727600e+01 2.020043e+01 37 26 7491 34 7 3 1200 25 3.114669e+00 3.207637e+00 9.296851e-02 2.984860e-02 5.994800e+01 2.043438e+01 12 9 8054 6 3 1 1219 6 3.183111e+00 3.207637e+00 2.452639e-02 7.705164e-03 6.033500e+01 2.030331e+01 16 11 8133 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 7.103138e+00 -3.575964e-01 7.460734e+00 0.000000e+00 Inf 1 LD 2 4.006812e+00 2.550277e+00 1.456535e+00 1.664984e-01 1.201213e+01 2 LD 5 3.213364e+00 3.206842e+00 6.521319e-03 4.311937e-01 1.159572e+01 2 LD 7 3.207637e+00 3.207637e+00 0.000000e+00 4.352766e-01 1.608173e+01 1 Last 7 3.207637e+00 3.207637e+00 0.000000e+00 4.426891e-01 1.581245e+01 1 ---------------------------------------------------------------------------------------------------------------- PP 7 3.207637e+00 3.207637e+00 0.000000e+00 4.466683e-01 1.567158e+01 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.2076371661493077 Dual Bound: 3.183110775998347 Dual Gap (relative): 0.007705163871737473 Search Statistics. Total number of nodes processed: 1225 Total number of lmo calls: 8140 Total time (s): 62.395 LMO calls / sec: 130.45917140796539 Nodes / sec: 19.632983412132383 LMO calls / node: 6.644897959183673 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 Non zero entries: 8th entry: 0.16488362098647008 41th entry: 0.16488362098647008 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 1.415755e+00 3.207637e+00 1.791882e+00 1.265672e+00 3.760000e-01 7.978723e+00 372 307 46 109 29 1 100 34 2.403978e+00 3.207637e+00 8.036589e-01 3.343037e-01 9.264000e+00 1.446459e+01 28 20 1357 23 19 0 200 28 2.542304e+00 3.207637e+00 6.653333e-01 2.617049e-01 1.246700e+01 1.828828e+01 27 20 1889 24 13 1 300 28 2.632112e+00 3.207637e+00 5.755254e-01 2.186554e-01 1.687000e+01 1.944280e+01 31 22 2643 41 19 7 400 28 2.715339e+00 3.207637e+00 4.922986e-01 1.813029e-01 2.198100e+01 1.947136e+01 33 24 3533 25 8 1 500 28 2.815626e+00 3.207637e+00 3.920111e-01 1.392270e-01 2.707000e+01 1.950499e+01 32 24 4430 16 4 0 600 28 3.013138e+00 3.207637e+00 1.944994e-01 6.455045e-02 3.144600e+01 1.997074e+01 33 24 5256 25 5 1 637 7 3.182792e+00 3.207637e+00 2.484471e-02 7.805947e-03 3.282000e+01 1.962218e+01 12 8 5544 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 7.103138e+00 -3.575964e-01 7.460734e+00 0.000000e+00 Inf 1 LD 2 4.006812e+00 2.550277e+00 1.456535e+00 1.045401e-03 1.913141e+03 2 LD 5 3.213364e+00 3.206842e+00 6.521319e-03 4.760296e-03 1.050355e+03 2 LD 7 3.207637e+00 3.207637e+00 0.000000e+00 8.269443e-03 8.464899e+02 1 Last 7 3.207637e+00 3.207637e+00 0.000000e+00 1.469855e-02 4.762374e+02 1 ---------------------------------------------------------------------------------------------------------------- PP 7 3.207637e+00 3.207637e+00 0.000000e+00 1.815259e-02 3.856199e+02 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.2076371661493077 Dual Bound: 3.1827924577032993 Dual Gap (relative): 0.007805946751531613 Search Statistics. Total number of nodes processed: 644 Total number of lmo calls: 5551 Total time (s): 32.861 LMO calls / sec: 168.9236480934847 Nodes / sec: 19.59769940050516 LMO calls / node: 8.619565217391305 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: 19 seed = 0xf105400a490ccdec 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 -4.629344e+02 -4.308358e+02 3.209864e+01 7.450319e-02 1.832300e+01 1.637286e-01 10151 141 44 2168 14 3 * 3 4 -4.629342e+02 -4.363475e+02 2.658665e+01 6.092999e-02 2.273800e+01 3.078547e-01 3350 111 104 2785 19 7 * 38 39 -4.617493e+02 -4.402592e+02 2.149016e+01 4.881252e-02 8.702800e+01 8.847727e-01 1815 99 1190 1531 18 14 100 101 -4.609885e+02 -4.402592e+02 2.072933e+01 4.708438e-02 1.922320e+02 1.045612e+00 2071 93 3029 1815 15 8 * 186 187 -4.604408e+02 -4.443159e+02 1.612497e+01 3.629167e-02 3.296310e+02 1.131568e+00 785 78 5518 648 14 15 200 201 -4.603884e+02 -4.443159e+02 1.607251e+01 3.617362e-02 3.506960e+02 1.143440e+00 2485 90 5918 2167 24 19 291 290 -4.600941e+02 -4.443159e+02 1.577822e+01 3.551128e-02 5.000050e+02 1.161988e+00 115 15 8395 70 3 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 7.098677e+02 7.058197e+02 4.047969e+00 0.000000e+00 Inf 1 LD 5 -4.401239e+02 -4.409143e+02 7.903964e-01 2.847993e-01 1.755622e+01 2 LD 53 -4.508173e+02 -4.510766e+02 2.593347e-01 4.937359e-01 1.073448e+02 4 LD 131 -4.521223e+02 -4.522225e+02 1.001799e-01 6.085076e-01 2.152808e+02 6 LD 228 -4.522883e+02 -4.523170e+02 2.868583e-02 6.483155e-01 3.516806e+02 6 LD 336 -4.523206e+02 -4.523339e+02 1.326739e-02 6.952749e-01 4.832621e+02 8 LD 375 -4.523230e+02 -4.523280e+02 5.016455e-03 7.122106e-01 5.265297e+02 8 LD 421 -4.523235e+02 -4.523254e+02 1.866643e-03 7.320158e-01 5.751242e+02 8 LD 469 -4.523236e+02 -4.523242e+02 6.352752e-04 7.520896e-01 6.235959e+02 8 LD 512 -4.523236e+02 -4.523238e+02 2.644266e-04 7.758668e-01 6.599071e+02 8 LD 557 -4.523236e+02 -4.523237e+02 9.908145e-05 8.031704e-01 6.935017e+02 8 LD 597 -4.523236e+02 -4.523236e+02 4.847577e-05 8.283156e-01 7.207398e+02 8 LD 637 -4.523236e+02 -4.523236e+02 1.779473e-05 8.518442e-01 7.477893e+02 8 LD 685 -4.523236e+02 -4.523236e+02 6.496182e-06 8.806854e-01 7.778033e+02 8 LD 737 -4.523236e+02 -4.523236e+02 2.181204e-06 9.109159e-01 8.090758e+02 8 LD 786 -4.523236e+02 -4.523236e+02 7.682603e-07 9.401453e-01 8.360410e+02 8 LD 832 -4.523236e+02 -4.523236e+02 3.585018e-07 9.676813e-01 8.597872e+02 8 P 1000 -4.523236e+02 -4.523236e+02 3.585018e-07 1.060301e+00 9.431286e+02 8 P 2000 -4.523236e+02 -4.523236e+02 3.585018e-07 1.646336e+00 1.214819e+03 8 P 3000 -4.523236e+02 -4.523236e+02 3.585018e-07 2.125671e+00 1.411319e+03 8 P 4000 -4.523236e+02 -4.523236e+02 3.585018e-07 2.570896e+00 1.555878e+03 8 P 5000 -4.523236e+02 -4.523236e+02 3.585018e-07 2.991621e+00 1.671335e+03 8 P 6000 -4.523236e+02 -4.523236e+02 3.585018e-07 3.377644e+00 1.776386e+03 8 P 7000 -4.523236e+02 -4.523236e+02 3.585018e-07 3.754371e+00 1.864494e+03 8 P 8000 -4.523236e+02 -4.523236e+02 3.585018e-07 4.132808e+00 1.935730e+03 8 P 9000 -4.523236e+02 -4.523236e+02 3.585018e-07 4.491701e+00 2.003695e+03 8 P 10000 -4.523236e+02 -4.523236e+02 3.585018e-07 4.854076e+00 2.060124e+03 8 Last 10001 -4.523236e+02 -4.523236e+02 2.759094e-07 4.858209e+00 2.058577e+03 8 ---------------------------------------------------------------------------------------------------------------- PP 10001 -4.523236e+02 -4.523236e+02 2.759094e-07 4.861147e+00 2.057333e+03 8 ---------------------------------------------------------------------------------------------------------------- Solution Statistics. Solution Status: Time limit reached Primal Objective: -452.3235863152677 Dual Bound: -460.0940751527612 Dual Gap (relative): 0.017179048523190504 Search Statistics. Total number of nodes processed: 581 Total number of lmo calls: 8423 Total time (s): 506.632 LMO calls / sec: 16.6254796380805 Nodes / sec: 1.146788990825688 LMO calls / node: 14.497418244406196 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 -4.201657e+02 -4.170410e+02 3.124780e+00 7.492741e-03 1.880000e+01 1.595745e-01 7525 63 11 12 3 2 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Adaptive EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 -2.277432e+02 -2.284282e+02 6.849293e-01 0.000000e+00 Inf 1 LD 2 -4.170410e+02 -4.170410e+02 0.000000e+00 1.728359e-01 1.157167e+01 1 Last 2 -4.170410e+02 -4.170410e+02 0.000000e+00 3.553496e-01 5.628261e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 -4.170410e+02 -4.170410e+02 0.000000e+00 3.601447e-01 5.553324e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -417.04095493925655 Dual Bound: -420.1657347159548 Dual Gap (relative): 0.007492740796052915 Search Statistics. Total number of nodes processed: 3 Total number of lmo calls: 16 Total time (s): 20.927 LMO calls / sec: 0.7645625268791514 Nodes / sec: 0.14335547378984087 LMO calls / node: 5.333333333333333 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:312 [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:1929 [inlined] [5] top-level scope @ ~/.julia/packages/Boscia/qQ4D3/test/runtests.jl:17 [6] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:312 [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:286 [10] _start() @ Base ./client.jl:553 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 27m23.1s Norm hyperbox | 4 4 53.6s Norm hyperbox - strong branching | 2 2 46.3s Normbox - Shadow set activation | 4 4 24.9s Normbox - strong convexity and sharpness | 6 6 19.2s Start with Active Set | 2 2 19.1s Interface - sparse poisson regression | 4 4 26.4s Different FW variants | 10 10 1m08.5s Different line search types | 8 8 2m27.5s Lazification | 5 5 21.3s DICG - Lazification | 10 10 1m15.0s DICG - warm_start | 5 5 58.9s User stop | 2 2 15.2s Linear feasible | 4 4 0.2s Integer bounds | 10 10 0.1s Cube LMO | 4 4 24.9s BLMO - Strong Branching | 4 4 22.2s Probability Simplex LMO | 4 4 47.9s Unit Simplex LMO | 4 4 1m19.6s Indicators | 5 5 0.3s Hyperplane Aware Rounding - Probability Simplex | 2 2 27.5s Hyperplane Aware Rounding - Unit Simplex | 2 2 31.2s Following Gradient Heuristic - Unit Simplex | 6 6 39.3s Rounding Heuristic - Unit Simplex | 3 3 37.8s Probability Rounding - Unit Cube | 2 2 23.4s Probability rounding - Probability Simplex | 4 4 22.0s Sparse Regression | 2 2 32.0s Sparse Regression Group | 7 7 1m38.9s Poisson sparse regression | 2 2 8m30.0s Hybrid branching poisson sparse regression | 3 3 24.3s RNG of the outermost testset: Xoshiro(0x931241334e94ec49, 0x1ece2bb368899de2, 0xe8017a307ecc1c5c, 0x0c0c7f0f64c61a0b, 0xcbdba0abc3990a08) 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 1673.4s 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:2695 [3] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2544 [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:311 [13] exec_options(opts::Base.JLOptions) @ Base ./client.jl:320 [14] _start() @ Base ./client.jl:553 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 1870.44s: package tests unexpectedly errored