Package evaluation to test Boscia on Julia 1.13.0-DEV.1296 (e8025198af*) started at 2025-10-12T18:13:51.602 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.35s ################################################################################ # Installation # Installing Boscia... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [36b166db] + Boscia v0.2.0 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 v0.2.0 [d360d2e6] + ChainRulesCore v1.26.0 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [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 v1.14.0 [26cc04aa] + FiniteDifferences v0.12.33 [f6369f11] + ForwardDiff v1.2.1 ⌅ [f55ce6ea] + FrankWolfe v0.5.6 [c145ed77] + GenericSchur v0.5.6 [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 v1.45.0 [3b969827] + MathOptSetDistances v0.2.11 [d8a4904e] + MutableArithmetics v1.6.6 [77ba4419] + NaNMath v1.1.3 [d9ec5142] + NamedTupleTools v0.14.3 [bac558e1] + OrderedCollections v1.8.1 [69de0a69] + Parsers v2.8.3 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [92933f4c] + ProgressMeter v1.11.0 [dc4f5ac2] + ProximalCore v0.1.2 [708f8203] + Richardson v1.4.2 [efcf1570] + Setfield v1.1.2 [276daf66] + SpecialFunctions v2.6.1 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [856f2bd8] + StructTypes v1.11.0 [a759f4b9] + TimerOutputs v0.5.29 [3bb67fe8] + TranscodingStreams v0.11.3 ⌅ [68821587] + Arpack_jll v3.5.1+1 [6e34b625] + Bzip2_jll v1.0.9+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+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 v5.15.0+0 [8e850ede] + nghttp2_jll v1.67.1+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 5.52s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 136.47s ################################################################################ # Testing # Testing Boscia Status `/tmp/jl_X5kzne/Project.toml` [4c88cf16] Aqua v0.8.14 [f7b14807] Bonobo v0.1.3 [36b166db] Boscia v0.2.0 [31c24e10] Distributions v0.25.122 [497a8b3b] DoubleFloats v1.4.3 ⌅ [f55ce6ea] FrankWolfe v0.5.6 [87dc4568] HiGHS v1.19.0 [e91730f6] Hungarian v0.7.0 [b8f27783] MathOptInterface v1.45.0 [3b969827] MathOptSetDistances v0.2.11 [82193955] SCIP v0.12.7 [860ef19b] StableRNGs v1.0.3 [10745b16] Statistics v1.11.1 [fd094767] Suppressor v0.2.8 [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_X5kzne/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 v0.2.0 [d360d2e6] ChainRulesCore v1.26.0 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [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 v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [497a8b3b] DoubleFloats v1.4.3 [e2ba6199] ExprTools v0.1.10 [1a297f60] FillArrays v1.14.0 [26cc04aa] FiniteDifferences v0.12.33 [f6369f11] ForwardDiff v1.2.1 ⌅ [f55ce6ea] FrankWolfe v0.5.6 [14197337] GenericLinearAlgebra v0.3.18 [c145ed77] GenericSchur v0.5.6 [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 v1.45.0 [3b969827] MathOptSetDistances v0.2.11 [e1d29d7a] Missings v1.2.0 [d8a4904e] MutableArithmetics v1.6.6 [77ba4419] NaNMath v1.1.3 [d9ec5142] NamedTupleTools v0.14.3 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [69de0a69] Parsers v2.8.3 [f27b6e38] Polynomials v4.1.0 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [92933f4c] ProgressMeter v1.11.0 [dc4f5ac2] ProximalCore v0.1.2 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [be4d8f0f] Quadmath v0.5.13 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [708f8203] Richardson v1.4.2 [79098fc4] Rmath v0.8.0 [82193955] SCIP v0.12.7 [efcf1570] Setfield v1.1.2 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.6.1 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.6 [4c63d2b9] StatsFuns v1.5.0 [856f2bd8] StructTypes v1.11.0 [fd094767] Suppressor v0.2.8 [a759f4b9] TimerOutputs v0.5.29 [3bb67fe8] TranscodingStreams v0.11.3 [ae81ac8f] ASL_jll v0.1.3+0 ⌅ [68821587] Arpack_jll v3.5.1+1 [6e34b625] Bzip2_jll v1.0.9+0 [8fd58aa0] HiGHS_jll v1.11.0+1 [e33a78d0] Hwloc_jll v2.12.2+0 ⌅ [9cc047cb] Ipopt_jll v300.1400.1400+0 [94ce4f54] Libiconv_jll v1.18.0+0 [d00139f3] METIS_jll v5.1.3+0 ⌅ [d7ed1dd3] MUMPS_seq_jll v500.600.201+0 [68e3532b] Ncurses_jll v6.5.1+0 [656ef2d0] OpenBLAS32_jll v0.3.29+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [05236dd9] Readline_jll v8.2.13+0 [f50d1b31] Rmath_jll v0.5.1+0 [fc9abe76] SCIP_PaPILO_jll v900.200.200+0 [e5ac4fe4] SCIP_jll v900.200.200+0 ⌅ [319450e9] SPRAL_jll v2024.1.18+0 ⌅ [02c8fc9c] XML2_jll v2.13.9+0 [a65dc6b1] Xorg_libpciaccess_jll v0.18.1+0 [508c9074] bliss_jll v0.77.0+1 [28df3c45] boost_jll v1.87.0+0 [1317d2d5] oneTBB_jll v2022.0.0+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [781609d7] GMP_jll v6.3.0+2 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+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 v5.15.0+0 [8e850ede] nghttp2_jll v1.67.1+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... Interface Tests seed = 0xcb2eff522c739718 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution LMO Tests seed = 0xf11603c06a1e5ce8 Indicator Tests Heuristics Tests seed = 0x667bf5bf82a300b1 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Sparse Regression Tests seed = 0xdaa8d2067832b1aa 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 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 2.678970e+00 2.699992e+00 2.102236e-02 7.847182e-03 1.579800e+01 1.898975e-01 5669 25 6 4 2 0 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Secant EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}, DateTime} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 7.666712e+00 4.640125e-01 7.202699e+00 0.000000e+00 Inf 1 LD 2 2.699992e+00 2.699992e+00 0.000000e+00 2.030361e+00 9.850465e-01 1 Last 2 2.699992e+00 2.699992e+00 0.000000e+00 2.202570e+00 9.080301e-01 1 ---------------------------------------------------------------------------------------------------------------- PP 2 2.699992e+00 2.699992e+00 0.000000e+00 2.207201e+00 9.061251e-01 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 2.6999923125297665 Dual Bound: 2.6789699485676985 Dual Gap (relative): 0.007847181702544831 Search Statistics. Total number of nodes processed: 3 Total number of lmo calls: 11 Total time (s): 22.956 LMO calls / sec: 0.4791775570656909 Nodes / sec: 0.13068478829064298 LMO calls / node: 3.6666666666666665 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 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 1.780719e+00 2.820821e+00 1.040102e+00 5.840912e-01 1.555600e+01 1.928516e-01 7103 271 39 84 24 1 100 53 2.416514e+00 2.820821e+00 4.043076e-01 1.673103e-01 2.324000e+01 6.583477e+00 31 23 1142 20 13 0 200 53 2.493673e+00 2.820821e+00 3.271484e-01 1.311914e-01 2.583200e+01 9.794054e+00 26 19 1567 18 13 1 300 53 2.550975e+00 2.820821e+00 2.698460e-01 1.057815e-01 2.838400e+01 1.243658e+01 32 23 1992 28 12 2 400 53 2.600051e+00 2.820821e+00 2.207704e-01 8.491001e-02 3.098700e+01 1.461903e+01 29 21 2440 24 14 4 500 53 2.639103e+00 2.820821e+00 1.817184e-01 6.885614e-02 3.352900e+01 1.649319e+01 31 22 2910 27 8 1 600 53 2.676923e+00 2.820821e+00 1.438986e-01 5.375524e-02 3.605500e+01 1.811122e+01 27 18 3377 32 12 4 700 53 2.727623e+00 2.820821e+00 9.319801e-02 3.416821e-02 3.860100e+01 1.950727e+01 41 30 3864 33 9 2 800 45 2.770690e+00 2.820821e+00 5.013138e-02 1.809346e-02 4.116500e+01 2.052715e+01 36 25 4345 23 7 1 849 36 2.794273e+00 2.820821e+00 2.654826e-02 9.500955e-03 4.251500e+01 2.081618e+01 9 6 4582 0 1 0 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Secant EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}, DateTime} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 7.005623e+00 4.131127e-01 6.592510e+00 0.000000e+00 Inf 1 LD 2 2.820821e+00 2.820821e+00 0.000000e+00 1.649490e-01 1.212496e+01 1 Last 2 2.820821e+00 2.820821e+00 0.000000e+00 3.398074e-01 5.885687e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 2.820821e+00 2.820821e+00 0.000000e+00 3.441953e-01 5.810654e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 2.820821298842971 Dual Bound: 2.7942730367191713 Dual Gap (relative): 0.009500954908461836 Search Statistics. Total number of nodes processed: 885 Total number of lmo calls: 4587 Total time (s): 44.615 LMO calls / sec: 102.81295528409727 Nodes / sec: 19.83637789980948 LMO calls / node: 5.183050847457627 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: 4 Non zero entries: 15th entry: 0.16787705347956539 30th entry: 0.16787705347956539 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 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 1.901896e+00 2.820821e+00 9.189253e-01 4.831627e-01 3.450000e-01 8.695652e+00 338 277 39 84 24 1 100 26 2.513859e+00 2.820821e+00 3.069624e-01 1.221081e-01 8.247000e+00 1.527828e+01 30 22 1205 19 12 0 200 26 2.637553e+00 2.820821e+00 1.832679e-01 6.948407e-02 1.218500e+01 1.854739e+01 33 24 1888 29 13 1 300 26 2.723887e+00 2.820821e+00 9.693449e-02 3.558683e-02 1.600300e+01 2.037118e+01 35 24 2618 34 11 3 372 20 2.793491e+00 2.820821e+00 2.733035e-02 9.783583e-03 1.900200e+01 2.062941e+01 40 29 3170 35 15 6 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Secant EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}, DateTime} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 7.005623e+00 4.131127e-01 6.592510e+00 0.000000e+00 Inf 1 LD 2 2.820821e+00 2.820821e+00 0.000000e+00 1.414296e-03 1.414131e+03 1 Last 2 2.820821e+00 2.820821e+00 0.000000e+00 8.866023e-03 2.255803e+02 1 ---------------------------------------------------------------------------------------------------------------- PP 2 2.820821e+00 2.820821e+00 0.000000e+00 1.240462e-02 1.612303e+02 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 2.820821298842971 Dual Bound: 2.7934909474734306 Dual Gap (relative): 0.009783583295395715 Search Statistics. Total number of nodes processed: 392 Total number of lmo calls: 3175 Total time (s): 19.028 LMO calls / sec: 166.8593651461005 Nodes / sec: 20.60121925583351 LMO calls / node: 8.099489795918368 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: 1 Poisson Tests seed = 0xbd4de9abf1f1f715 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 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 -3.675514e+02 -3.385513e+02 2.900004e+01 8.565922e-02 1.718500e+01 1.745708e-01 8999 140 41 1555 10 5 * 2 3 -3.675514e+02 -3.385815e+02 2.896987e+01 8.556246e-02 1.829700e+01 2.732688e-01 1107 101 71 846 14 11 * 3 4 -3.674401e+02 -3.426350e+02 2.480508e+01 7.239503e-02 1.950100e+01 3.589560e-01 1197 94 99 946 16 10 * 5 6 -3.672446e+02 -3.437381e+02 2.350646e+01 6.838481e-02 2.130400e+01 5.163350e-01 1108 85 158 1474 15 9 * 8 9 -3.670569e+02 -3.454739e+02 2.158304e+01 6.247373e-02 2.523600e+01 6.736408e-01 1219 91 253 1402 9 2 * 17 16 -3.668264e+02 -3.479133e+02 1.891313e+01 5.436163e-02 3.599000e+01 9.169214e-01 1163 104 507 1082 8 7 * 23 22 -3.665355e+02 -3.533111e+02 1.322439e+01 3.742989e-02 4.409000e+01 1.020640e+00 926 84 677 758 14 8 80 79 -3.656649e+02 -3.533111e+02 1.235376e+01 3.496567e-02 1.200050e+02 1.324945e+00 1787 109 2336 1656 13 12 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Secant EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}, DateTime} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 6.003371e+02 5.961122e+02 4.224899e+00 0.000000e+00 Inf 1 LD 3 -3.515169e+02 -3.530462e+02 1.529346e+00 3.517766e-01 8.528140e+00 2 LD 51 -3.592856e+02 -3.598759e+02 5.902596e-01 5.706967e-01 8.936446e+01 3 LD 63 -3.614691e+02 -3.617493e+02 2.802558e-01 5.907128e-01 1.066508e+02 4 LD 71 -3.622903e+02 -3.624196e+02 1.293210e-01 6.057251e-01 1.172149e+02 5 LD 108 -3.624362e+02 -3.624566e+02 2.043162e-02 6.454288e-01 1.673306e+02 7 LD 157 -3.624527e+02 -3.624613e+02 8.581264e-03 6.933062e-01 2.264512e+02 8 LD 168 -3.624530e+02 -3.624557e+02 2.745485e-03 7.080287e-01 2.372785e+02 8 LD 183 -3.624531e+02 -3.624539e+02 8.543763e-04 7.267508e-01 2.518057e+02 8 LD 196 -3.624531e+02 -3.624534e+02 3.685576e-04 7.431131e-01 2.637553e+02 8 LD 211 -3.624531e+02 -3.624532e+02 1.340254e-04 7.625567e-01 2.767007e+02 9 LD 250 -3.624531e+02 -3.624531e+02 5.452023e-05 7.946378e-01 3.146087e+02 9 LD 273 -3.624531e+02 -3.624531e+02 1.506637e-05 8.170692e-01 3.341210e+02 10 LD 298 -3.624531e+02 -3.624531e+02 7.339748e-06 8.379994e-01 3.556088e+02 10 LD 313 -3.624531e+02 -3.624531e+02 2.885407e-06 8.537284e-01 3.666271e+02 10 LD 328 -3.624531e+02 -3.624531e+02 1.012911e-06 8.702403e-01 3.769074e+02 11 LD 337 -3.624531e+02 -3.624531e+02 3.141952e-07 8.788823e-01 3.834415e+02 11 P 1000 -3.624531e+02 -3.624531e+02 3.141952e-07 1.422590e+00 7.029434e+02 11 P 2000 -3.624531e+02 -3.624531e+02 3.141952e-07 2.038069e+00 9.813210e+02 11 P 3000 -3.624531e+02 -3.624531e+02 3.141952e-07 2.624248e+00 1.143185e+03 11 P 4000 -3.624531e+02 -3.624531e+02 3.141952e-07 3.112659e+00 1.285075e+03 11 P 5000 -3.624531e+02 -3.624531e+02 3.141952e-07 3.587064e+00 1.393898e+03 11 P 6000 -3.624531e+02 -3.624531e+02 3.141952e-07 4.041698e+00 1.484525e+03 11 P 7000 -3.624531e+02 -3.624531e+02 3.141952e-07 4.528743e+00 1.545683e+03 11 P 8000 -3.624531e+02 -3.624531e+02 3.141952e-07 5.006155e+00 1.598033e+03 11 P 9000 -3.624531e+02 -3.624531e+02 3.141952e-07 5.473036e+00 1.644426e+03 11 P 10000 -3.624531e+02 -3.624531e+02 3.141952e-07 5.956044e+00 1.678967e+03 11 Last 10001 -3.624531e+02 -3.624531e+02 1.958084e-07 5.960598e+00 1.677852e+03 11 ---------------------------------------------------------------------------------------------------------------- PP 10001 -3.624531e+02 -3.624531e+02 1.958084e-07 5.963960e+00 1.676906e+03 11 ---------------------------------------------------------------------------------------------------------------- Solution Statistics. Solution Status: Time limit reached Primal Objective: -362.45307970290753 Dual Bound: -365.6648754659104 Dual Gap (relative): 0.008861273204342792 Search Statistics. Total number of nodes processed: 159 Total number of lmo calls: 2367 Total time (s): 127.875 LMO calls / sec: 18.51026392961877 Nodes / sec: 1.2434017595307918 LMO calls / node: 14.88679245283019 Total number of global tightenings: 0 Global tightenings / node: 0.0 Total number of local tightenings: 0 Local tightenings / node: 0.0 Total number of potential local tightenings: 0 Boscia Algorithm. Parameter settings. Tree traversal strategy: Move best bound Branching strategy: Partial strong branching FrankWolfe variant: Blended Pairwise Conditional Gradient Line Search Method: Secant Lazification: true Lazification Tolerance: 2 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: 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 -3.324928e+02 -3.309356e+02 1.557131e+00 4.705239e-03 1.788200e+01 1.677665e-01 7237 103 17 31 3 2 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Postprocessing Blended Pairwise Conditional Gradient Algorithm. MEMORY_MODE: FrankWolfe.InplaceEmphasis() STEPSIZE: Secant EPSILON: 1.0e-7 MAXITERATION: 10000 TYPE: Float64 GRADIENTTYPE: Vector{Float64} LAZY: true sparsity_control: 2.0 LMO: Boscia.TimeTrackingLMO{Boscia.MathOptBLMO{SCIP.Optimizer}, DateTime} ---------------------------------------------------------------------------------------------------------------- Type Iteration Primal Dual Dual Gap Time It/sec #ActiveSet ---------------------------------------------------------------------------------------------------------------- I 1 -1.692272e+02 -1.699424e+02 7.152201e-01 0.000000e+00 Inf 1 LD 2 -3.309356e+02 -3.309356e+02 0.000000e+00 1.706700e-01 1.171852e+01 1 Last 2 -3.309356e+02 -3.309356e+02 0.000000e+00 3.450523e-01 5.796223e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 -3.309356e+02 -3.309356e+02 0.000000e+00 3.501167e-01 5.712381e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -330.93564205989617 Dual Bound: -332.4927733953262 Dual Gap (relative): 0.004705239138757387 Search Statistics. Total number of nodes processed: 3 Total number of lmo calls: 22 Total time (s): 19.878 LMO calls / sec: 1.1067511822114902 Nodes / sec: 0.1509206157561123 LMO calls / node: 7.333333333333333 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/Vk9ng/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/Vk9ng/test/poisson.jl:201 [2] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [3] macro expansion @ ~/.julia/packages/Boscia/Vk9ng/test/runtests.jl:26 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] top-level scope @ ~/.julia/packages/Boscia/Vk9ng/test/runtests.jl:17 [6] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [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:310 [10] _start() @ Base ./client.jl:577 in expression starting at /home/pkgeval/.julia/packages/Boscia/Vk9ng/test/poisson.jl:201 Test Summary: | Pass Error Total Time Boscia Test Suite | 128 1 129 19m34.6s Norm hyperbox | 4 4 58.8s Norm hyperbox - strong branching | 2 2 45.9s Normbox - Shadow set activation | 4 4 24.6s Normbox - strong convexity and sharpness | 6 6 16.9s Start with Active Set | 2 2 17.7s Interface - sparse poisson regression | 4 4 23.3s Different FW variants | 10 10 59.5s Different line search types | 8 8 1m23.4s Lazification | 5 5 21.4s DICG - Lazification | 10 10 1m28.1s DICG - warm_start | 5 5 1m35.3s User stop | 1 1 14.5s Linear feasible | 4 4 0.2s Integer bounds | 10 10 0.1s Cube LMO | 4 4 22.9s BLMO - Strong Branching | 4 4 19.9s Probability Simplex LMO | 4 4 54.7s Unit Simplex LMO | 2 2 36.0s Reverse Knapsack LMO | 2 2 54.8s Indicators | 5 5 0.3s Hyperplane Aware Rounding - Probability Simplex | 2 2 25.1s Hyperplane Aware Rounding - Unit Simplex | 2 2 29.4s Following Gradient Heuristic - Unit Simplex | 6 6 38.0s Rounding Heuristic - Unit Simplex | 3 3 37.9s Probability Rounding - Unit Cube | 2 2 23.0s Probability rounding - Probability Simplex | 3 3 22.2s Sparse Regression | 2 2 28.0s Sparse Regression Group | 7 7 1m07.1s Poisson sparse regression | 2 2 2m11.2s Hybrid branching poisson sparse regression | 3 3 23.0s RNG of the outermost testset: Xoshiro(0x883ca37f20b78973, 0xb99e01256e745602, 0x36df4cd89647847d, 0xefdea706c4001ca4, 0x5689b859b77aea66) ERROR: LoadError: Some tests did not pass: 128 passed, 0 failed, 1 errored, 0 broken. in expression starting at /home/pkgeval/.julia/packages/Boscia/Vk9ng/test/runtests.jl:15 caused by: Test.FailFastError() Stacktrace: [1] record(ts::Test.DefaultTestSet, t::Union{Test.Error, Test.Fail}; print_result::Bool) @ Test /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1290 [2] record(ts::Test.DefaultTestSet, t::Union{Test.Error, Test.Fail}) @ Test /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1276 [3] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1965 [inlined] [4] top-level scope @ ~/.julia/packages/Boscia/Vk9ng/test/runtests.jl:17 [5] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [6] top-level scope @ none:6 [7] eval(m::Module, e::Any) @ Core ./boot.jl:489 [8] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [9] _start() @ Base ./client.jl:577 caused by: LoadError: invalid assignment to constant Main.groups. This redefinition may be permitted using the `const` keyword. Stacktrace: [1] top-level scope @ ~/.julia/packages/Boscia/Vk9ng/test/poisson.jl:201 [2] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [3] macro expansion @ ~/.julia/packages/Boscia/Vk9ng/test/runtests.jl:26 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] top-level scope @ ~/.julia/packages/Boscia/Vk9ng/test/runtests.jl:17 [6] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [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:310 [10] _start() @ Base ./client.jl:577 in expression starting at /home/pkgeval/.julia/packages/Boscia/Vk9ng/test/poisson.jl:201 Testing failed after 1209.02s 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:2674 [3] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2523 [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:548 [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:525 [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:172 [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:161 [8] test(pkgs::Vector{String}; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:160 [9] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:160 [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:159 [11] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:219 [12] include(mod::Module, _path::String) @ Base ./Base.jl:309 [13] exec_options(opts::Base.JLOptions) @ Base ./client.jl:344 [14] _start() @ Base ./client.jl:577 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 1380.17s: package tests unexpectedly errored