Package evaluation of Boscia on Julia 1.13.0-DEV.1035 (d28a587c89*) started at 2025-08-24T18:04:24.647 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.14s ################################################################################ # Installation # Installing Boscia... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [36b166db] + Boscia v0.1.39 Updating `~/.julia/environments/v1.13/Manifest.toml` [7d9fca2a] + Arpack v0.5.4 [6e4b80f9] + BenchmarkTools v1.6.0 ⌅ [0a1fb500] + BlockDiagonals v0.1.42 [f7b14807] + Bonobo v0.1.3 [36b166db] + Boscia v0.1.39 [d360d2e6] + ChainRulesCore v1.26.0 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.0 [187b0558] + ConstructionBase v1.6.0 ⌅ [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [ffbed154] + DocStringExtensions v0.9.5 [e2ba6199] + ExprTools v0.1.10 [1a297f60] + FillArrays v1.13.0 [26cc04aa] + FiniteDifferences v0.12.32 [f6369f11] + ForwardDiff v1.0.1 [f55ce6ea] + FrankWolfe v0.5.6 [c145ed77] + GenericSchur v0.5.5 [e91730f6] + Hungarian v0.7.0 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.1 [682c06a0] + JSON v0.21.4 [0f8b85d8] + JSON3 v1.14.3 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [b8f27783] + MathOptInterface v1.43.0 [3b969827] + MathOptSetDistances v0.2.11 [d8a4904e] + MutableArithmetics v1.6.4 [77ba4419] + NaNMath v1.1.3 [d9ec5142] + NamedTupleTools v0.14.3 [bac558e1] + OrderedCollections v1.8.1 [69de0a69] + Parsers v2.8.3 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.5.0 [92933f4c] + ProgressMeter v1.10.4 [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 v2025.8.12 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.66.0+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.58s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 203.22s ################################################################################ # Testing # Testing Boscia Status `/tmp/jl_17T6OM/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_17T6OM/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.14 [7d9fca2a] Arpack v0.5.4 [6e4b80f9] BenchmarkTools v1.6.0 ⌅ [0a1fb500] BlockDiagonals v0.1.42 [f7b14807] Bonobo v0.1.3 [36b166db] Boscia v0.1.39 [d360d2e6] ChainRulesCore v1.26.0 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.0 [187b0558] ConstructionBase v1.6.0 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [497a8b3b] DoubleFloats v1.4.3 [e2ba6199] ExprTools v0.1.10 [1a297f60] FillArrays v1.13.0 [26cc04aa] FiniteDifferences v0.12.32 [f6369f11] ForwardDiff v1.0.1 [f55ce6ea] FrankWolfe v0.5.6 [14197337] GenericLinearAlgebra v0.3.18 [c145ed77] GenericSchur v0.5.5 [87dc4568] HiGHS v1.19.0 [e91730f6] Hungarian v0.7.0 [34004b35] HypergeometricFunctions v0.3.28 [92d709cd] IrrationalConstants v0.2.4 [692b3bcd] JLLWrappers v1.7.1 [682c06a0] JSON v0.21.4 [0f8b85d8] JSON3 v1.14.3 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [8c4f8055] MathOptIIS v0.1.1 [b8f27783] MathOptInterface v1.43.0 [3b969827] MathOptSetDistances v0.2.11 [e1d29d7a] Missings v1.2.0 [d8a4904e] MutableArithmetics v1.6.4 [77ba4419] NaNMath v1.1.3 [d9ec5142] NamedTupleTools v0.14.3 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [69de0a69] Parsers v2.8.3 [f27b6e38] Polynomials v4.1.0 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.5.0 [92933f4c] ProgressMeter v1.10.4 [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 v2025.8.12 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.66.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 5687.0 ms ✓ StatsBase 11522.6 ms ✓ Distributions 2 dependencies successfully precompiled in 19 seconds. 45 already precompiled. Precompiling packages... 3749.1 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 1 dependency successfully precompiled in 4 seconds. 23 already precompiled. Precompiling packages... 4924.8 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 6 seconds. 52 already precompiled. Precompiling packages... 4537.4 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 6 seconds. 49 already precompiled. seed = 0x47c1633ccd385334 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution seed = 0xa172140882b7964c seed = 0x9a64c91f53438c2b [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: Polish solution seed = 0x82482b2880f7d037 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 3.498587e+00 3.505502e+00 6.915417e-03 1.976631e-03 1.749700e+01 1.714580e-01 7011 32 8 8 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 6.299867e+00 2.472764e+00 3.827103e+00 0.000000e+00 Inf 1 LD 3 3.505502e+00 3.505502e+00 0.000000e+00 2.095760e+00 1.431462e+00 1 Last 3 3.505502e+00 3.505502e+00 0.000000e+00 2.270000e+00 1.321586e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 3 3.505502e+00 3.505502e+00 0.000000e+00 2.274202e+00 1.319144e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.5055021677394396 Dual Bound: 3.498586751228703 Dual Gap (relative): 0.0019766314236191675 Search Statistics. Total number of nodes processed: 3 Total number of lmo calls: 13 Total time (s): 24.658 LMO calls / sec: 0.5272122637683511 Nodes / sec: 0.12166436856192715 LMO calls / node: 4.333333333333333 Total number of global tightenings: 47 Global tightenings / node: 47.0 Total number of local tightenings: 47 Local tightenings / node: 47.0 Total number of potential local tightenings: 47 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 1.206842e+00 2.211198e+00 1.004356e+00 8.322183e-01 1.506800e+01 1.990974e-01 7000 247 37 76 22 1 100 53 1.795190e+00 2.211198e+00 4.160080e-01 2.317347e-01 2.279600e+01 6.711704e+00 30 22 1182 24 15 6 200 53 1.855257e+00 2.211198e+00 3.559413e-01 1.918555e-01 2.549900e+01 9.921958e+00 36 27 1659 21 13 2 300 53 1.899978e+00 2.211198e+00 3.112204e-01 1.638021e-01 2.839500e+01 1.243177e+01 33 24 2189 26 11 1 400 53 1.947263e+00 2.211198e+00 2.639358e-01 1.355420e-01 3.145500e+01 1.440153e+01 32 24 2755 20 7 0 500 53 1.985733e+00 2.211198e+00 2.254649e-01 1.135424e-01 3.451800e+01 1.602063e+01 24 18 3363 18 7 0 600 53 2.022410e+00 2.211198e+00 1.887889e-01 9.334848e-02 3.747600e+01 1.742449e+01 35 25 4009 29 8 3 700 53 2.054705e+00 2.211198e+00 1.564935e-01 7.616348e-02 4.107500e+01 1.833232e+01 92 56 4702 99 18 6 800 53 2.087129e+00 2.211198e+00 1.240699e-01 5.944524e-02 4.495200e+01 1.897580e+01 90 56 5429 66 13 7 900 51 2.130000e+00 2.211198e+00 8.119797e-02 3.812111e-02 4.869400e+01 1.953013e+01 57 40 6165 61 13 4 1000 39 2.181017e+00 2.211198e+00 3.018163e-02 1.383833e-02 5.223700e+01 1.989012e+01 53 39 6874 42 10 2 1015 30 2.192425e+00 2.211198e+00 1.877379e-02 8.563026e-03 5.268100e+01 1.983637e+01 15 11 6965 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 5.885955e+00 -1.417201e+00 7.303156e+00 0.000000e+00 Inf 1 LD 2 3.106144e+00 1.338982e+00 1.767162e+00 1.625576e-01 1.230333e+01 2 LD 5 2.235081e+00 2.190793e+00 4.428791e-02 4.047539e-01 1.235318e+01 2 LD 8 2.211198e+00 2.211198e+00 0.000000e+00 4.087414e-01 1.957228e+01 1 Last 8 2.211198e+00 2.211198e+00 0.000000e+00 4.155338e-01 1.925234e+01 1 ---------------------------------------------------------------------------------------------------------------- PP 8 2.211198e+00 2.211198e+00 0.000000e+00 4.193637e-01 1.907652e+01 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 2.211198427717479 Dual Bound: 2.1924246389319233 Dual Gap (relative): 0.008563025817253121 Search Statistics. Total number of nodes processed: 1045 Total number of lmo calls: 6972 Total time (s): 54.635 LMO calls / sec: 127.61050608584242 Nodes / sec: 19.126933284524572 LMO calls / node: 6.67177033492823 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: 13 Non zero entries: 22th entry: 0.16606704115293716 27th entry: 0.16606704115293716 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 1.282179e+00 2.211198e+00 9.290192e-01 7.245626e-01 2.960000e-01 1.013514e+01 292 241 37 76 22 1 100 38 1.832154e+00 2.211198e+00 3.790441e-01 2.068844e-01 7.505000e+00 1.838774e+01 108 74 1137 148 14 3 200 39 1.891767e+00 2.211198e+00 3.194318e-01 1.688537e-01 1.015700e+01 2.353057e+01 34 26 1633 21 13 2 300 26 1.973465e+00 2.211198e+00 2.377330e-01 1.204647e-01 1.375300e+01 2.370392e+01 46 33 2268 52 15 2 400 26 2.053592e+00 2.211198e+00 1.576065e-01 7.674677e-02 1.866200e+01 2.282714e+01 31 23 3152 24 5 0 500 26 2.123326e+00 2.211198e+00 8.787283e-02 4.138453e-02 2.391300e+01 2.199640e+01 37 27 4131 35 10 4 570 17 2.189721e+00 2.211198e+00 2.147774e-02 9.808439e-03 2.756300e+01 2.129667e+01 34 26 4835 21 5 1 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Adaptive EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 5.885955e+00 -1.417201e+00 7.303156e+00 0.000000e+00 Inf 1 LD 2 3.106144e+00 1.338982e+00 1.767162e+00 1.083229e-03 1.846332e+03 2 LD 5 2.235081e+00 2.190793e+00 4.428791e-02 4.903591e-03 1.019661e+03 2 LD 8 2.211198e+00 2.211198e+00 0.000000e+00 8.747552e-03 9.145416e+02 1 Last 8 2.211198e+00 2.211198e+00 0.000000e+00 1.555144e-02 5.144217e+02 1 ---------------------------------------------------------------------------------------------------------------- PP 8 2.211198e+00 2.211198e+00 0.000000e+00 1.909849e-02 4.188813e+02 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 2.211198427717479 Dual Bound: 2.189720686028689 Dual Gap (relative): 0.009808438960195748 Search Statistics. Total number of nodes processed: 587 Total number of lmo calls: 4842 Total time (s): 27.594 LMO calls / sec: 175.47292889758643 Nodes / sec: 21.272740450822642 LMO calls / node: 8.248722316865418 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: 10 seed = 0x635a2f41fa847758 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 -1.554879e+02 -1.291667e+02 2.632122e+01 2.037772e-01 1.512900e+01 1.982947e-01 7782 92 29 392 14 1 * 2 3 -1.554879e+02 -1.321086e+02 2.337927e+01 1.769701e-01 1.579300e+01 3.165960e-01 658 89 55 468 16 6 * 3 4 -1.554857e+02 -1.348278e+02 2.065791e+01 1.532170e-01 1.642400e+01 4.262056e-01 626 96 84 467 12 1 * 23 24 -1.553222e+02 -1.358084e+02 1.951383e+01 1.436865e-01 4.260500e+01 1.103157e+00 586 96 698 413 20 2 * 62 63 -1.551366e+02 -1.362325e+02 1.890408e+01 1.387634e-01 1.022580e+02 1.222398e+00 644 102 1915 490 19 11 100 101 -1.550574e+02 -1.362325e+02 1.882491e+01 1.381822e-01 1.507490e+02 1.333342e+00 463 85 3095 329 22 5 * 117 118 -1.550302e+02 -1.366678e+02 1.836243e+01 1.343581e-01 1.749030e+02 1.343602e+00 1134 108 3639 928 13 3 200 201 -1.549232e+02 -1.366678e+02 1.825538e+01 1.335748e-01 2.847720e+02 1.408144e+00 1102 83 6194 903 23 5 300 301 -1.548128e+02 -1.366678e+02 1.814497e+01 1.327670e-01 4.231050e+02 1.420451e+00 526 90 9206 370 15 10 351 352 -1.547385e+02 -1.366678e+02 1.807065e+01 1.322231e-01 5.000060e+02 1.405983e+00 1423 91 10741 1118 19 4 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 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 3.291151e+02 3.248533e+02 4.261770e+00 0.000000e+00 Inf 1 LD 3 -1.455539e+02 -1.463571e+02 8.031596e-01 3.025967e-01 9.914188e+00 2 LD 157 -1.497527e+02 -1.500198e+02 2.670913e-01 6.067662e-01 2.587487e+02 4 LD 175 -1.498288e+02 -1.499484e+02 1.196185e-01 6.198226e-01 2.823388e+02 5 LD 230 -1.499060e+02 -1.499619e+02 5.584177e-02 6.491264e-01 3.543224e+02 7 LD 363 -1.499353e+02 -1.499581e+02 2.283456e-02 7.051340e-01 5.147958e+02 9 LD 478 -1.499414e+02 -1.499522e+02 1.075791e-02 7.569311e-01 6.314973e+02 10 LD 653 -1.499428e+02 -1.499480e+02 5.156304e-03 8.511533e-01 7.671944e+02 11 LD 825 -1.499431e+02 -1.499455e+02 2.416490e-03 9.415517e-01 8.762131e+02 11 LD 996 -1.499431e+02 -1.499443e+02 1.113742e-03 1.030161e+00 9.668396e+02 11 P 1000 -1.499431e+02 -1.499443e+02 1.113742e-03 1.036715e+00 9.645851e+02 11 LD 1210 -1.499432e+02 -1.499436e+02 4.166778e-04 1.207236e+00 1.002290e+03 12 LD 1423 -1.499432e+02 -1.499433e+02 1.803124e-04 1.381064e+00 1.030365e+03 12 LD 1690 -1.499432e+02 -1.499432e+02 8.064321e-05 1.482087e+00 1.140284e+03 13 LD 1912 -1.499432e+02 -1.499432e+02 3.353331e-05 1.585333e+00 1.206056e+03 13 P 2000 -1.499432e+02 -1.499432e+02 3.353331e-05 1.631203e+00 1.226089e+03 13 LD 2195 -1.499432e+02 -1.499432e+02 1.437823e-05 1.760734e+00 1.246639e+03 13 LD 2472 -1.499432e+02 -1.499432e+02 6.004640e-06 1.866128e+00 1.324668e+03 13 LD 2744 -1.499432e+02 -1.499432e+02 2.453183e-06 1.996963e+00 1.374086e+03 13 P 3000 -1.499432e+02 -1.499432e+02 2.453183e-06 2.148844e+00 1.396100e+03 13 LD 3062 -1.499432e+02 -1.499432e+02 1.048050e-06 2.172328e+00 1.409548e+03 13 P 4000 -1.499432e+02 -1.499432e+02 1.048050e-06 2.811092e+00 1.422935e+03 13 P 5000 -1.499432e+02 -1.499432e+02 1.048050e-06 3.288093e+00 1.520638e+03 13 P 6000 -1.499432e+02 -1.499432e+02 1.048050e-06 3.832686e+00 1.565482e+03 13 P 7000 -1.499432e+02 -1.499432e+02 1.048050e-06 4.406472e+00 1.588572e+03 13 P 8000 -1.499432e+02 -1.499432e+02 1.048050e-06 4.972744e+00 1.608770e+03 13 P 9000 -1.499432e+02 -1.499432e+02 1.048050e-06 5.501900e+00 1.635798e+03 13 P 10000 -1.499432e+02 -1.499432e+02 1.048050e-06 6.065681e+00 1.648619e+03 13 Last 10001 -1.499432e+02 -1.499432e+02 8.561387e-07 6.072160e+00 1.647025e+03 13 ---------------------------------------------------------------------------------------------------------------- PP 10001 -1.499432e+02 -1.499432e+02 8.561386e-07 6.076310e+00 1.645900e+03 13 ---------------------------------------------------------------------------------------------------------------- Solution Statistics. Solution Status: Time limit reached Primal Objective: -149.94316304086823 Dual Bound: -154.73847369925775 Dual Gap (relative): 0.03198085568651452 Search Statistics. Total number of nodes processed: 703 Total number of lmo calls: 10774 Total time (s): 507.98 LMO calls / sec: 21.209496436867592 Nodes / sec: 1.3839127524705697 LMO calls / node: 15.32574679943101 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 -1.537057e+02 -1.466547e+02 7.051039e+00 4.807920e-02 1.827900e+01 1.641228e-01 6731 103 17 26 5 1 * 2 3 -1.537057e+02 -1.469375e+02 6.768226e+00 4.606195e-02 1.905100e+01 2.624534e-01 162 100 33 40 7 1 * 3 4 -1.532244e+02 -1.475148e+02 5.709557e+00 3.870497e-02 1.971700e+01 3.550236e-01 124 84 47 23 6 0 * 7 8 -1.525751e+02 -1.481276e+02 4.447516e+00 3.002490e-02 2.216100e+01 6.768648e-01 112 75 95 30 7 0 100 101 -1.502964e+02 -1.481276e+02 2.168822e+00 1.464158e-02 7.104400e+01 2.829233e+00 117 65 1311 33 8 1 189 188 -1.496053e+02 -1.481276e+02 1.477704e+00 9.975886e-03 1.120200e+02 3.365470e+00 94 65 2440 23 8 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 -8.032462e+01 -8.100718e+01 6.825632e-01 0.000000e+00 Inf 1 LD 2 -1.481276e+02 -1.481276e+02 0.000000e+00 1.888862e-01 1.058838e+01 1 Last 2 -1.481276e+02 -1.481276e+02 0.000000e+00 3.691242e-01 5.418230e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 -1.481276e+02 -1.481276e+02 0.000000e+00 3.746654e-01 5.338096e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -148.12756871122133 Dual Bound: -149.60527250069444 Dual Gap (relative): 0.009975886341278807 Search Statistics. Total number of nodes processed: 377 Total number of lmo calls: 2445 Total time (s): 114.189 LMO calls / sec: 21.411869794813864 Nodes / sec: 3.301543931552076 LMO calls / node: 6.485411140583555 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:1939 [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 29m00.8s Norm hyperbox | 4 4 52.4s Norm hyperbox - strong branching | 2 2 47.0s Normbox - Shadow set activation | 4 4 22.9s Normbox - strong convexity and sharpness | 6 6 18.2s Start with Active Set | 2 2 19.4s Interface - sparse poisson regression | 4 4 24.7s Different FW variants | 10 10 1m18.6s Different line search types | 8 8 2m29.3s Lazification | 5 5 20.5s DICG - Lazification | 10 10 1m33.2s DICG - warm_start | 5 5 1m14.3s User stop | 2 2 14.9s Linear feasible | 4 4 0.2s Integer bounds | 10 10 0.1s Cube LMO | 4 4 25.0s BLMO - Strong Branching | 4 4 22.3s Probability Simplex LMO | 4 4 50.2s Unit Simplex LMO | 4 4 1m14.2s Indicators | 5 5 0.3s Hyperplane Aware Rounding - Probability Simplex | 2 2 25.2s Hyperplane Aware Rounding - Unit Simplex | 2 2 26.5s Following Gradient Heuristic - Unit Simplex | 6 6 33.0s Rounding Heuristic - Unit Simplex | 3 3 30.6s Probability Rounding - Unit Cube | 2 2 22.5s Probability rounding - Probability Simplex | 4 4 21.9s Sparse Regression | 2 2 30.1s Sparse Regression Group | 7 7 1m25.9s Poisson sparse regression | 2 2 8m31.2s Hybrid branching poisson sparse regression | 3 3 1m57.8s RNG of the outermost testset: Xoshiro(0x9accaba1aed3bcdf, 0x1c4d0e8141bfad6f, 0x78909739659e549d, 0x2e5fffb83a9b795d, 0x8f26c94e0a6abdc8) 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 1770.47s 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 2012.52s: package tests unexpectedly errored