Package evaluation of Boscia on Julia 1.13.0-DEV.1189 (111bc9af8b*) started at 2025-09-22T15:25:36.144 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.56s ################################################################################ # 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 v4.18.0 [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 v1.14.0 [26cc04aa] + FiniteDifferences v0.12.33 [f6369f11] + ForwardDiff v1.2.1 [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 v1.45.0 [3b969827] + MathOptSetDistances v0.2.11 [d8a4904e] + MutableArithmetics v1.6.5 [77ba4419] + NaNMath v1.1.3 [d9ec5142] + NamedTupleTools v0.14.3 [bac558e1] + OrderedCollections v1.8.1 [69de0a69] + Parsers v2.8.3 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [92933f4c] + ProgressMeter v1.11.0 [dc4f5ac2] + ProximalCore v0.1.2 [708f8203] + Richardson v1.4.2 [efcf1570] + Setfield v1.1.2 [276daf66] + SpecialFunctions v2.5.1 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [856f2bd8] + StructTypes v1.11.0 [a759f4b9] + TimerOutputs v0.5.29 [3bb67fe8] + TranscodingStreams v0.11.3 ⌅ [68821587] + Arpack_jll v3.5.1+1 [6e34b625] + Bzip2_jll v1.0.9+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+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 v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.1+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 4.73s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 196.93s ################################################################################ # Testing # Testing Boscia Status `/tmp/jl_NfVAWt/Project.toml` [4c88cf16] Aqua v0.8.14 [f7b14807] Bonobo v0.1.3 [36b166db] Boscia v0.2.0 [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 v1.45.0 [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_NfVAWt/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 v4.18.0 [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 v1.14.0 [26cc04aa] FiniteDifferences v0.12.33 [f6369f11] ForwardDiff v1.2.1 [f55ce6ea] FrankWolfe v0.5.6 [14197337] GenericLinearAlgebra v0.3.18 [c145ed77] GenericSchur v0.5.5 [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 v1.45.0 [3b969827] MathOptSetDistances v0.2.11 [e1d29d7a] Missings v1.2.0 [d8a4904e] MutableArithmetics v1.6.5 [77ba4419] NaNMath v1.1.3 [d9ec5142] NamedTupleTools v0.14.3 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [69de0a69] Parsers v2.8.3 [f27b6e38] Polynomials v4.1.0 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [92933f4c] ProgressMeter v1.11.0 [dc4f5ac2] ProximalCore v0.1.2 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [be4d8f0f] Quadmath v0.5.13 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [708f8203] Richardson v1.4.2 [79098fc4] Rmath v0.8.0 [82193955] SCIP v0.12.7 [efcf1570] Setfield v1.1.2 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.5.1 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.6 [4c63d2b9] StatsFuns v1.5.0 [856f2bd8] StructTypes v1.11.0 [fd094767] 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v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.1+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... Precompiling packages... 6803.7 ms ✓ StatsBase 7968.4 ms ✓ Distributions 2 dependencies successfully precompiled in 16 seconds. 45 already precompiled. Precompiling packages... 2686.3 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 1 dependency successfully precompiled in 3 seconds. 23 already precompiled. Precompiling packages... 3150.1 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 4 seconds. 52 already precompiled. Precompiling packages... 2923.3 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 3 seconds. 49 already precompiled. Interface Tests seed = 0xfd5103d18b9add1d [ 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 = 0xb5f49070a9c6b907 Indicator Tests Heuristics Tests seed = 0x3e2c2448c65e23b5 [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Sparse Regression Tests seed = 0x527a55117a893489 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 1.851994e+00 1.861903e+00 9.909047e-03 5.350476e-03 1.723700e+01 1.740442e-01 7252 43 10 9 1 1 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 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 5.297848e+00 8.563717e-02 5.212211e+00 0.000000e+00 Inf 1 LD 2 1.861903e+00 1.861903e+00 0.000000e+00 1.776488e+00 1.125817e+00 1 Last 2 1.861903e+00 1.861903e+00 0.000000e+00 1.988794e+00 1.005635e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 1.861903e+00 1.861903e+00 0.000000e+00 1.992818e+00 1.003604e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 1.861902612489584 Dual Bound: 1.8519935652908808 Dual Gap (relative): 0.005350476040745306 Search Statistics. Total number of nodes processed: 3 Total number of lmo calls: 15 Total time (s): 23.94 LMO calls / sec: 0.6265664160401002 Nodes / sec: 0.12531328320802004 LMO calls / node: 5.0 Total number of global tightenings: 45 Global tightenings / node: 45.0 Total number of local tightenings: 45 Local tightenings / node: 45.0 Total number of potential local tightenings: 45 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 1.968070e+00 3.875484e+00 1.907414e+00 9.691804e-01 1.517900e+01 1.976415e-01 6983 308 46 106 31 1 100 67 3.043920e+00 3.875484e+00 8.315639e-01 2.731885e-01 2.466600e+01 6.770453e+00 24 17 1482 19 19 1 200 67 3.164658e+00 3.875484e+00 7.108254e-01 2.246136e-01 2.686900e+01 9.937102e+00 22 16 1866 25 16 2 300 67 3.233605e+00 3.875484e+00 6.418790e-01 1.985026e-01 2.918900e+01 1.257323e+01 26 19 2277 24 11 2 400 67 3.293566e+00 3.875484e+00 5.819177e-01 1.766832e-01 3.144900e+01 1.484944e+01 35 26 2700 31 9 2 500 67 3.346543e+00 3.875484e+00 5.289404e-01 1.580557e-01 3.382100e+01 1.676473e+01 26 19 3143 18 10 0 600 67 3.398313e+00 3.875484e+00 4.771705e-01 1.404139e-01 3.619700e+01 1.842694e+01 28 21 3594 22 5 3 700 67 3.447999e+00 3.875484e+00 4.274849e-01 1.239806e-01 3.879800e+01 1.976906e+01 32 22 4068 39 14 7 800 67 3.491981e+00 3.875484e+00 3.835026e-01 1.098238e-01 4.125100e+01 2.101767e+01 29 21 4555 22 5 3 900 67 3.553656e+00 3.875484e+00 3.218281e-01 9.056254e-02 4.367400e+01 2.214132e+01 20 15 5052 9 3 1 1000 67 3.626863e+00 3.875484e+00 2.486203e-01 6.854968e-02 4.606500e+01 2.316292e+01 35 24 5566 44 6 5 1100 53 3.729244e+00 3.875484e+00 1.462403e-01 3.921447e-02 4.853700e+01 2.375507e+01 11 8 6093 2 2 1 1165 12 3.849069e+00 3.875484e+00 2.641501e-02 6.862701e-03 4.985800e+01 2.360704e+01 11 8 6401 2 2 1 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 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 8.372994e+00 5.748370e-01 7.798157e+00 0.000000e+00 Inf 1 LD 2 3.875484e+00 3.875484e+00 0.000000e+00 1.588266e-01 1.259235e+01 1 Last 2 3.875484e+00 3.875484e+00 0.000000e+00 3.221185e-01 6.208896e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 3.875484e+00 3.875484e+00 0.000000e+00 3.259374e-01 6.136148e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.8754838167094623 Dual Bound: 3.8490688083201245 Dual Gap (relative): 0.006862701007640918 Search Statistics. Total number of nodes processed: 1177 Total number of lmo calls: 6406 Total time (s): 51.804 LMO calls / sec: 123.65840475638946 Nodes / sec: 22.720253262296346 LMO calls / node: 5.442650807136788 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: 12 Non zero entries: 5th entry: 0.15110576007576074 50th entry: 0.15110576007576074 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 2.126770e+00 3.875484e+00 1.748713e+00 8.222390e-01 3.580000e-01 8.379888e+00 352 292 46 106 31 1 100 32 3.139985e+00 3.875484e+00 7.354987e-01 2.342364e-01 9.416000e+00 1.401869e+01 22 16 1433 17 17 1 200 33 3.324822e+00 3.875484e+00 5.506617e-01 1.656214e-01 1.301500e+01 1.790242e+01 26 19 2060 24 11 2 300 33 3.452939e+00 3.875484e+00 4.225446e-01 1.223724e-01 1.662500e+01 2.003008e+01 36 25 2712 34 12 2 400 33 3.558565e+00 3.875484e+00 3.169184e-01 8.905791e-02 2.043200e+01 2.119225e+01 34 24 3440 35 12 4 500 33 3.702527e+00 3.875484e+00 1.729571e-01 4.671326e-02 2.438700e+01 2.185591e+01 40 22 4190 28 6 1 561 10 3.837779e+00 3.875484e+00 3.770499e-02 9.824691e-03 2.662500e+01 2.144601e+01 22 16 4640 18 5 1 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 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 8.372994e+00 5.748370e-01 7.798157e+00 0.000000e+00 Inf 1 LD 2 3.875484e+00 3.875484e+00 0.000000e+00 1.060620e-03 1.885690e+03 1 Last 2 3.875484e+00 3.875484e+00 0.000000e+00 8.308812e-03 2.407083e+02 1 ---------------------------------------------------------------------------------------------------------------- PP 2 3.875484e+00 3.875484e+00 0.000000e+00 1.240995e-02 1.611610e+02 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: 3.8754838167094623 Dual Bound: 3.8377788268258066 Dual Gap (relative): 0.009824690683084815 Search Statistics. Total number of nodes processed: 571 Total number of lmo calls: 4645 Total time (s): 26.651 LMO calls / sec: 174.2898953134967 Nodes / sec: 21.425087238752766 LMO calls / node: 8.134851138353765 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: 8 Poisson Tests seed = 0x8166e9994c280a53 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 -7.997502e+01 -6.120446e+01 1.877056e+01 3.066862e-01 1.556700e+01 1.927154e-01 7403 71 24 239 10 1 * 2 3 -7.997502e+01 -6.178768e+01 1.818734e+01 2.943521e-01 1.597000e+01 3.130870e-01 398 82 47 253 17 2 * 3 4 -7.997181e+01 -6.199033e+01 1.798148e+01 2.900692e-01 1.643200e+01 4.259981e-01 457 87 74 288 15 1 * 5 6 -7.997181e+01 -6.321227e+01 1.675955e+01 2.651312e-01 1.725100e+01 6.376442e-01 395 80 124 265 15 1 100 99 -7.989179e+01 -6.321227e+01 1.667952e+01 2.638653e-01 1.055530e+02 1.885309e+00 504 107 2963 301 21 9 * 108 107 -7.989101e+01 -6.438417e+01 1.550685e+01 2.408487e-01 1.110770e+02 1.935594e+00 363 88 3206 220 14 6 118 117 -7.988937e+01 -6.438417e+01 1.550520e+01 2.408232e-01 1.200000e+02 1.958333e+00 735 125 3510 507 25 7 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 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 2.083223e+02 2.038976e+02 4.424716e+00 0.000000e+00 Inf 1 LD 4 -7.387530e+01 -7.498970e+01 1.114398e+00 3.652169e-01 1.095239e+01 2 LD 65 -7.653050e+01 -7.663123e+01 1.007234e-01 6.229494e-01 1.043423e+02 4 LD 72 -7.654301e+01 -7.658070e+01 3.768774e-02 6.392308e-01 1.126354e+02 6 LD 99 -7.654519e+01 -7.656152e+01 1.633022e-02 6.675667e-01 1.482998e+02 7 LD 122 -7.654609e+01 -7.655296e+01 6.871893e-03 6.921094e-01 1.762727e+02 8 LD 173 -7.654617e+01 -7.654906e+01 2.890032e-03 7.387087e-01 2.341925e+02 9 LD 214 -7.654619e+01 -7.654759e+01 1.404937e-03 7.814682e-01 2.738435e+02 10 LD 258 -7.654619e+01 -7.654683e+01 6.391743e-04 8.240784e-01 3.130770e+02 11 LD 294 -7.654619e+01 -7.654645e+01 2.614001e-04 8.613603e-01 3.413206e+02 12 LD 333 -7.654619e+01 -7.654631e+01 1.219471e-04 8.957119e-01 3.717713e+02 12 LD 360 -7.654619e+01 -7.654624e+01 5.285799e-05 9.222274e-01 3.903592e+02 13 LD 417 -7.654619e+01 -7.654621e+01 2.041416e-05 9.663013e-01 4.315424e+02 14 LD 466 -7.654619e+01 -7.654620e+01 9.286369e-06 1.002362e+00 4.649019e+02 14 LD 511 -7.654619e+01 -7.654619e+01 4.522535e-06 1.035430e+00 4.935146e+02 14 LD 567 -7.654619e+01 -7.654619e+01 1.783191e-06 1.076072e+00 5.269164e+02 14 LD 650 -7.654619e+01 -7.654619e+01 5.669311e-07 1.137705e+00 5.713257e+02 15 LD 688 -7.654619e+01 -7.654619e+01 2.052156e-07 1.165796e+00 5.901550e+02 15 LD 741 -7.654619e+01 -7.654619e+01 6.449621e-08 1.203647e+00 6.156288e+02 15 Last 741 -7.654619e+01 -7.654619e+01 6.449621e-08 1.211942e+00 6.114154e+02 15 ---------------------------------------------------------------------------------------------------------------- PP 741 -7.654619e+01 -7.654619e+01 6.449621e-08 1.216401e+00 6.091739e+02 15 ---------------------------------------------------------------------------------------------------------------- Solution Statistics. Solution Status: Time limit reached Primal Objective: -76.54618848238121 Dual Bound: -79.88936832968346 Dual Gap (relative): 0.04367532745372108 Search Statistics. Total number of nodes processed: 235 Total number of lmo calls: 3546 Total time (s): 123.281 LMO calls / sec: 28.763556427997823 Nodes / sec: 1.9062142584826534 LMO calls / node: 15.08936170212766 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 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 -7.996089e+01 -7.255731e+01 7.403575e+00 1.020376e-01 2.267900e+01 1.322810e-01 9223 331 42 283 13 1 * 7 8 -7.899721e+01 -7.269117e+01 6.306042e+00 8.675114e-02 3.184600e+01 4.710168e-01 385 201 216 162 20 1 * 8 9 -7.899721e+01 -7.279674e+01 6.200473e+00 8.517515e-02 3.338700e+01 5.091802e-01 389 187 241 194 16 14 * 9 10 -7.884154e+01 -7.321827e+01 5.623262e+00 7.680135e-02 3.478600e+01 5.461967e-01 476 223 271 218 12 4 * 11 12 -7.879933e+01 -7.371530e+01 5.084028e+00 6.896842e-02 3.746700e+01 6.138735e-01 412 231 320 153 18 5 * 41 42 -7.784994e+01 -7.422513e+01 3.624808e+00 4.883531e-02 7.551700e+01 1.099090e+00 283 137 1064 183 13 7 100 101 -7.724270e+01 -7.422513e+01 3.017570e+00 4.065429e-02 1.375150e+02 1.461659e+00 335 157 2480 163 16 14 200 195 -7.676259e+01 -7.422513e+01 2.537455e+00 3.418593e-02 2.322080e+02 1.701061e+00 238 109 4613 133 19 18 300 289 -7.648982e+01 -7.422513e+01 2.264692e+00 3.051113e-02 3.073470e+02 1.916401e+00 131 67 6671 101 13 14 400 357 -7.627926e+01 -7.422513e+01 2.054134e+00 2.767437e-02 3.636510e+02 2.081666e+00 164 72 8305 110 17 8 500 449 -7.613746e+01 -7.422513e+01 1.912327e+00 2.576387e-02 4.269930e+02 2.222519e+00 156 85 10214 111 14 5 600 491 -7.603322e+01 -7.422513e+01 1.808086e+00 2.435949e-02 4.756070e+02 2.293911e+00 103 57 11500 90 12 6 700 547 -7.593991e+01 -7.422513e+01 1.714779e+00 2.310241e-02 5.314970e+02 2.346203e+00 210 111 12985 102 18 6 800 605 -7.585736e+01 -7.422513e+01 1.632226e+00 2.199020e-02 5.851350e+02 2.401155e+00 112 53 14461 60 4 6 900 661 -7.574552e+01 -7.422513e+01 1.520384e+00 2.048341e-02 6.285840e+02 2.483359e+00 169 82 15978 89 14 9 1000 703 -7.567986e+01 -7.422513e+01 1.454732e+00 1.959891e-02 6.772010e+02 2.514763e+00 216 112 17305 99 16 4 1100 727 -7.562314e+01 -7.422513e+01 1.398011e+00 1.883473e-02 7.186920e+02 2.542118e+00 123 66 18495 64 12 8 1200 763 -7.554594e+01 -7.422513e+01 1.320808e+00 1.779462e-02 7.665000e+02 2.560992e+00 130 66 19808 91 18 12 1300 785 -7.549109e+01 -7.422513e+01 1.265961e+00 1.705569e-02 8.079330e+02 2.580660e+00 109 61 20995 51 14 5 1400 807 -7.543531e+01 -7.422513e+01 1.210181e+00 1.630420e-02 8.501590e+02 2.595985e+00 240 100 22139 169 10 2 1500 821 -7.537527e+01 -7.422513e+01 1.150139e+00 1.549528e-02 8.860240e+02 2.619568e+00 129 69 23227 101 12 3 * 1556 817 -7.535223e+01 -7.427300e+01 1.079233e+00 1.453063e-02 9.085510e+02 2.625059e+00 443 78 23799 449 7 3 1600 821 -7.533875e+01 -7.427300e+01 1.065757e+00 1.434918e-02 9.251680e+02 2.629793e+00 119 61 24244 60 17 6 1700 827 -7.529866e+01 -7.427300e+01 1.025662e+00 1.380936e-02 9.601480e+02 2.644384e+00 164 91 25242 77 12 8 1800 833 -7.524816e+01 -7.427300e+01 9.751636e-01 1.312945e-02 9.945090e+02 2.659604e+00 106 58 26287 79 13 9 1900 837 -7.521020e+01 -7.427300e+01 9.372003e-01 1.261832e-02 1.017891e+03 2.700682e+00 133 73 27287 65 12 9 2000 843 -7.517259e+01 -7.427300e+01 8.995908e-01 1.211195e-02 1.044525e+03 2.733300e+00 223 91 28263 145 11 2 2100 843 -7.513620e+01 -7.427300e+01 8.632008e-01 1.162200e-02 1.073390e+03 2.752960e+00 138 70 29125 86 12 9 2200 845 -7.510034e+01 -7.427300e+01 8.273472e-01 1.113927e-02 1.101461e+03 2.775405e+00 138 83 30077 65 16 5 2300 847 -7.505481e+01 -7.427300e+01 7.818144e-01 1.052623e-02 1.133132e+03 2.787848e+00 81 48 31045 66 14 6 2400 847 -7.502625e+01 -7.427300e+01 7.532563e-01 1.014173e-02 1.160774e+03 2.807609e+00 56 32 31916 30 15 5 2435 846 -7.501512e+01 -7.427300e+01 7.421206e-01 9.991795e-03 1.170185e+03 2.814085e+00 13 8 32215 3 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 -3.254297e+01 -3.323935e+01 6.963769e-01 0.000000e+00 Inf 1 LD 2 -7.427300e+01 -7.427300e+01 0.000000e+00 1.513229e-01 1.321677e+01 1 Last 2 -7.427300e+01 -7.427300e+01 0.000000e+00 3.115797e-01 6.418904e+00 1 ---------------------------------------------------------------------------------------------------------------- PP 2 -7.427300e+01 -7.427300e+01 0.000000e+00 3.154488e-01 6.340173e+00 1 ---------------------------------------------------------------------------------------------------------------- [ Info: primal >= tree.incumbent [ Info: postsolve did not improve the solution Solution Statistics. Solution Status: Optimal (tolerance reached) Primal Objective: -74.27299698306206 Dual Bound: -75.01511757655345 Dual Gap (relative): 0.009991795452398847 Search Statistics. Total number of nodes processed: 3293 Total number of lmo calls: 32220 Total time (s): 1172.08 LMO calls / sec: 27.48959115418743 Nodes / sec: 2.809535185311583 LMO calls / node: 9.78439113270574 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:1952 [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:296 [10] _start() @ Base ./client.jl:563 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 36m54.5s Norm hyperbox | 4 4 42.5s Norm hyperbox - strong branching | 2 2 33.2s Normbox - Shadow set activation | 4 4 18.1s Normbox - strong convexity and sharpness | 6 6 17.5s Start with Active Set | 2 2 16.6s Interface - sparse poisson regression | 4 4 24.2s Different FW variants | 10 10 1m04.6s Different line search types | 8 8 1m20.8s Lazification | 5 5 17.7s DICG - Lazification | 10 10 52.5s DICG - warm_start | 5 5 57.9s User stop | 1 1 14.1s Linear feasible | 4 4 0.2s Integer bounds | 10 10 0.1s Cube LMO | 4 4 22.1s BLMO - Strong Branching | 4 4 14.8s Probability Simplex LMO | 4 4 46.2s Unit Simplex LMO | 2 2 33.2s Reverse Knapsack LMO | 2 2 49.2s Indicators | 5 5 0.3s Hyperplane Aware Rounding - Probability Simplex | 2 2 24.8s Hyperplane Aware Rounding - Unit Simplex | 2 2 27.6s Following Gradient Heuristic - Unit Simplex | 6 6 33.8s Rounding Heuristic - Unit Simplex | 3 3 32.1s Probability Rounding - Unit Cube | 2 2 20.4s Probability rounding - Probability Simplex | 3 3 20.9s Sparse Regression | 2 2 27.8s Sparse Regression Group | 7 7 1m21.6s Poisson sparse regression | 2 2 2m06.6s Hybrid branching poisson sparse regression | 3 3 19m35.9s RNG of the outermost testset: Xoshiro(0xe4e9bd97d099d06f, 0xed70d5eabe9b547b, 0xb030da5ec6f5f139, 0x1d2f9e98fdf2a307, 0xea7dd960e0dbf92e) 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:1288 [2] record(ts::Test.DefaultTestSet, t::Union{Test.Error, Test.Fail}) @ Test /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1274 [3] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1963 [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:296 [9] _start() @ Base ./client.jl:563 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:1952 [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:296 [10] _start() @ Base ./client.jl:563 in expression starting at /home/pkgeval/.julia/packages/Boscia/Vk9ng/test/poisson.jl:201 Testing failed after 2239.7s 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:309 [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 2474.39s: package tests unexpectedly errored