Package evaluation to test LightBenders on Julia 1.14.0-DEV.1711 (41ad7d9eeb*) started at 2026-02-12T18:43:41.435 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 12.39s ################################################################################ # Installation # Installing LightBenders... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [2e9fe063] + LightBenders v0.2.2 Updating `~/.julia/environments/v1.14/Manifest.toml` [6e4b80f9] + BenchmarkTools v1.6.3 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [ffbed154] + DocStringExtensions v0.9.5 [4e289a0a] + EnumX v1.0.6 [f6369f11] + ForwardDiff v1.3.2 [92d709cd] + IrrationalConstants v0.2.6 [692b3bcd] + JLLWrappers v1.7.1 [682c06a0] + JSON v1.4.0 ⌅ [32d208e1] + JobQueueMPI v0.1.3 ⌅ [4076af6c] + JuMP v1.23.6 [2e9fe063] + LightBenders v0.2.2 [2ab3a3ac] + LogExpFunctions v0.3.29 ⌃ [da04e1cc] + MPI v0.20.16 [3da0fdf6] + MPIPreferences v0.1.11 [1914dd2f] + MacroTools v0.5.16 [b8f27783] + MathOptInterface v1.49.0 [d8a4904e] + MutableArithmetics v1.6.7 [77ba4419] + NaNMath v1.1.3 [bac558e1] + OrderedCollections v1.8.1 [69de0a69] + Parsers v2.8.3 [eebad327] + PkgVersion v0.3.3 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [e0b4b9f6] + ProgressTables v0.1.0 [ae029012] + Requires v1.3.1 [276daf66] + SpecialFunctions v2.7.1 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [ec057cc2] + StructUtils v2.6.2 [3bb67fe8] + TranscodingStreams v0.11.3 [6e34b625] + Bzip2_jll v1.0.9+0 [e33a78d0] + Hwloc_jll v2.12.2+0 [94ce4f54] + Libiconv_jll v1.18.0+0 [7cb0a576] + MPICH_jll v5.0.0+0 [f1f71cc9] + MPItrampoline_jll v5.5.4+0 [9237b28f] + MicrosoftMPI_jll v10.1.4+3 [fe0851c0] + OpenMPI_jll v5.0.9+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 ⌅ [02c8fc9c] + XML2_jll v2.13.9+0 [a65dc6b1] + Xorg_libpciaccess_jll v0.18.1+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 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v1.0.0 [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 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+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 v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 9.19s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 75343.7 ms ✓ JuMP 5869.3 ms ✓ JobQueueMPI 26112.2 ms ✓ LightBenders 3 dependencies successfully precompiled in 108 seconds. 85 already precompiled. Precompilation completed after 135.18s ################################################################################ # Testing # Testing LightBenders Status `/tmp/jl_QBoRDT/Project.toml` [4c88cf16] Aqua v0.8.14 [4e289a0a] EnumX v1.0.6 [87dc4568] HiGHS v1.21.1 ⌅ [32d208e1] JobQueueMPI v0.1.3 ⌅ [4076af6c] JuMP v1.23.6 [2e9fe063] LightBenders v0.2.2 [e0b4b9f6] ProgressTables v0.1.0 [10745b16] Statistics v1.11.1 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_QBoRDT/Manifest.toml` [4c88cf16] Aqua v0.8.14 [6e4b80f9] BenchmarkTools v1.6.3 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [ffbed154] DocStringExtensions v0.9.5 [4e289a0a] EnumX v1.0.6 [f6369f11] ForwardDiff v1.3.2 [87dc4568] HiGHS v1.21.1 [92d709cd] IrrationalConstants v0.2.6 [692b3bcd] JLLWrappers v1.7.1 [682c06a0] JSON v1.4.0 ⌅ [32d208e1] JobQueueMPI v0.1.3 ⌅ [4076af6c] JuMP v1.23.6 [2e9fe063] LightBenders v0.2.2 [2ab3a3ac] LogExpFunctions v0.3.29 ⌃ [da04e1cc] MPI v0.20.16 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [8c4f8055] MathOptIIS v0.1.1 [b8f27783] MathOptInterface v1.49.0 [d8a4904e] MutableArithmetics v1.6.7 [77ba4419] NaNMath v1.1.3 [bac558e1] OrderedCollections v1.8.1 [69de0a69] Parsers v2.8.3 [eebad327] PkgVersion v0.3.3 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [e0b4b9f6] ProgressTables v0.1.0 [ae029012] Requires v1.3.1 [276daf66] SpecialFunctions v2.7.1 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [ec057cc2] StructUtils v2.6.2 [3bb67fe8] TranscodingStreams v0.11.3 [6e34b625] Bzip2_jll v1.0.9+0 [8fd58aa0] HiGHS_jll v1.13.1+0 [e33a78d0] Hwloc_jll v2.12.2+0 [94ce4f54] Libiconv_jll v1.18.0+0 [7cb0a576] MPICH_jll v5.0.0+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [656ef2d0] OpenBLAS32_jll v0.3.30+0 [fe0851c0] OpenMPI_jll v5.0.9+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 ⌅ [02c8fc9c] XML2_jll v2.13.9+0 [a65dc6b1] Xorg_libpciaccess_jll v0.18.1+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 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v1.0.0 [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 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+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 v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Test Summary: | Pass Total Time Aqua.jl | 11 11 1m59.7s ┌ Warning: mpiexec() is deprecated, use the non-do-block form │ caller = ip:0x0 └ @ Core :-1 [ Info: [ Info: Deterministic Equivalent [ Info: ┌ Info: Number of scenarios: └ num_scenarios = 6 [ Info: [ Info: Deterministic Equivalent [ Info: ┌ Info: Number of scenarios: └ num_scenarios = 6 [ Info: [ Info: Deterministic Equivalent [ Info: ┌ Info: Number of scenarios: └ num_scenarios = 6 [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 6 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.01, 0.001, 3)] [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 6 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.01, 0.001, 3)] [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 6 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.01, 0.001, 3)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ ││ 1 │ 1 ││ 1 │ -1.0000e+06 │ 1.1642e-10 │ 1.0000e+06 │ 10.15 │ -1.0000e+06 │ 1.1642e-10 │ 1.0000e+06 │ 10.90 │ -1.0000e+06 │ 1.1642e-10 │ 1.0000e+06 │ 11.66 │ │ 2 │ -1.7800e+03 │ 2.5125e+02 │ 2.0312e+03 │ 22.56 │ │ 3 │ -1.4300e+03 │ -5.0000e+00 │ 1.4250e+03 │ 23.64 │ │ 4 │ -1.2849e+03 │ -3.3767e+02 │ 9.4725e+02 │ 25.55 │ │ 2 │ -1.7800e+03 │ 2.5125e+02 │ 2.0312e+03 │ 26.29 │ │ 5 │ -1.1522e+03 │ -3.5530e+02 │ 7.9685e+02 │ 27.67 │ │ 3 │ -1.4300e+03 │ -5.0000e+00 │ 1.4250e+03 │ 28.51 │ │ 6 │ -9.5440e+02 │ -6.1069e+02 │ 3.4370e+02 │ 29.71 │ │ 7 │ -7.1333e+02 │ -7.1333e+02 │ 0.0000e+00 │ 31.26 │ │ 4 │ -1.2849e+03 │ -3.3767e+02 │ 9.4725e+02 │ 30.68 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations │ 5 │ -1.1522e+03 │ -3.5530e+02 │ 7.9685e+02 │ 32.03 │ │ 6 │ -9.5440e+02 │ -6.1069e+02 │ 3.4370e+02 │ 33.19 │ │ 7 │ -7.1333e+02 │ -7.1333e+02 │ 0.0000e+00 │ 34.37 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations │ 2 │ -1.7800e+03 │ 2.5125e+02 │ 2.0312e+03 │ 34.73 │ │ 3 │ -1.4300e+03 │ -5.0000e+00 │ 1.4250e+03 │ 35.77 │ │ 4 │ -1.2849e+03 │ -3.3767e+02 │ 9.4725e+02 │ 37.15 │ │ 5 │ -1.1522e+03 │ -3.5530e+02 │ 7.9685e+02 │ 38.71 │ │ 6 │ -9.5440e+02 │ -6.1069e+02 │ 3.4370e+02 │ 39.84 │ │ 7 │ -7.1333e+02 │ -7.1333e+02 │ 0.0000e+00 │ 41.11 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 6 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.01, 0.001, 3)] │ 1 │ -1.0000e+06 │ 1.1642e-10 │ 1.0000e+06 │ 4.89 │ │ 2 │ -1.7800e+03 │ 2.5125e+02 │ 2.0312e+03 │ 6.52 │ │ 3 │ -1.4300e+03 │ -5.0000e+00 │ 1.4250e+03 │ 7.96 │ │ 4 │ -1.2849e+03 │ -3.3767e+02 │ 9.4725e+02 │ 9.82 │ │ 5 │ -1.1522e+03 │ -3.5530e+02 │ 7.9685e+02 │ 11.55 │ │ 6 │ -9.5440e+02 │ -6.1069e+02 │ 3.4370e+02 │ 13.26 │ │ 7 │ -7.1333e+02 │ -7.1333e+02 │ 0.0000e+00 │ 14.98 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations === Multi-Product Inventory (4 products, 6 scenarios) === Det. Eq. - Obj: -713.3333333333334 Serial - LB: -713.333333333333, UB: -713.333333333333 Job Queue - LB: -713.333333333333, UB: -713.333333333333 [ Info: [ Info: Deterministic Equivalent [ Info: ┌ Info: Number of scenarios: └ num_scenarios = 7 [ Info: [ Info: Deterministic Equivalent [ Info: ┌ Info: Number of scenarios: └ num_scenarios = 7 [ Info: [ Info: Deterministic Equivalent [ Info: ┌ Info: Number of scenarios: └ num_scenarios = 7 [ Info: [ Info: Benders Training [ Info: ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: Training options: [ Info: Number of scenarios: 7 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.IterationLimit(10)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 7 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.IterationLimit(10)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 7 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.IterationLimit(10)] │ 1 │ 0.0000e+00 │ 1.0000e+05 │ 1.0000e+05 │ 19.17 │ │ 2 │ 3.1054e+02 │ 4.6968e+02 │ 1.5914e+02 │ 20.77 │ │ 1 │ 0.0000e+00 │ 1.0000e+05 │ 1.0000e+05 │ 19.75 │ │ 1 │ 0.0000e+00 │ 1.0000e+05 │ 1.0000e+05 │ 22.10 │ │ 3 │ 4.6914e+02 │ 4.6914e+02 │ 0.0000e+00 │ 23.15 │ │ 2 │ 3.1054e+02 │ 4.6968e+02 │ 1.5914e+02 │ 23.86 │ │ 2 │ 3.1054e+02 │ 4.6968e+02 │ 1.5914e+02 │ 25.59 │ │ 3 │ 4.6914e+02 │ 4.6914e+02 │ 0.0000e+00 │ 26.49 │ │ 3 │ 4.6914e+02 │ 4.6914e+02 │ 0.0000e+00 │ 27.37 │ │ 4 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 30.04 │ │ 5 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 31.82 │ │ 4 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 32.55 │ │ 4 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 34.22 │ │ 6 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 36.70 │ │ 5 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 37.21 │ │ 5 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 38.18 │ │ 7 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 41.12 │ │ 6 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 41.37 │ │ 6 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 42.80 │ │ 8 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 44.72 │ │ 7 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 45.41 │ │ 7 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 46.32 │ │ 9 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 49.14 │ │ 8 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 48.93 │ │ 8 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 50.04 │ │ 10 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 52.70 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with LightBenders.IterationLimit(10). │ 9 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 52.70 │ │ 9 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 53.60 │ │ 10 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 55.61 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with LightBenders.IterationLimit(10). │ 10 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 56.23 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with LightBenders.IterationLimit(10). [ Info: ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 7 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.IterationLimit(10)] │ 1 │ 0.0000e+00 │ 1.0000e+05 │ 1.0000e+05 │ 1.89 │ │ 2 │ 3.1054e+02 │ 4.6968e+02 │ 1.5914e+02 │ 4.24 │ │ 3 │ 4.6914e+02 │ 4.6914e+02 │ 0.0000e+00 │ 6.13 │ │ 4 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 8.23 │ │ 5 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 10.26 │ │ 6 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 12.34 │ │ 7 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 14.37 │ │ 8 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 16.45 │ │ 9 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 18.53 │ │ 10 │ 5.2914e+02 │ 5.2914e+02 │ 0.0000e+00 │ 20.31 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with LightBenders.IterationLimit(10). === Capacity Expansion (3 generators, 7 scenarios, binary vars) === Det. Eq. - Obj: 529.1428571428571 Serial - LB: 529.1428571428571, UB: 529.1428571428571 Job Queue - LB: 529.1428571428571, UB: 529.1428571428571 Test Summary: | Pass Total Time Advanced Problems - Job Queue Validation | 8 8 4m49.7s Test Summary: | Total Time Advanced Problems - Job Queue Validation | 0 4m48.2s Test Summary: | Total Time Advanced Problems - Job Queue Validation | 0 4m49.2s [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: SingleCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 43.50 │ │ 2 │ -5.0000e+02 │ 2.2000e+02 │ 7.2000e+02 │ 47.07 │ │ 3 │ -1.0000e+02 │ -7.0000e+01 │ 3.0000e+01 │ 47.78 │ │ 4 │ -8.0000e+01 │ -6.5000e+01 │ 1.5000e+01 │ 48.52 │ │ 5 │ -7.0000e+01 │ -7.0000e+01 │ 0.0000e+00 │ 49.19 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: SingleCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 1.02 │ │ 2 │ -5.0000e+02 │ 2.2000e+02 │ 7.2000e+02 │ 1.96 │ │ 3 │ -1.0000e+02 │ -7.0000e+01 │ 3.0000e+01 │ 2.67 │ │ 4 │ -8.0000e+01 │ -6.5000e+01 │ 1.5000e+01 │ 3.41 │ │ 5 │ -7.0000e+01 │ -7.0000e+01 │ 0.0000e+00 │ 4.03 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 1.09 │ │ 2 │ -5.0000e+02 │ 2.2000e+02 │ 7.2000e+02 │ 1.61 │ │ 3 │ -7.0000e+01 │ -7.0000e+01 │ 0.0000e+00 │ 2.59 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 0.59 │ │ 2 │ -5.0000e+02 │ 2.2000e+02 │ 7.2000e+02 │ 0.88 │ │ 3 │ -7.0000e+01 │ -7.0000e+01 │ 0.0000e+00 │ 1.63 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: SingleCut [ Info: Risk measure: LightBenders.CVaR(0.9, 0.5) [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 0.65 │ │ 2 │ -5.0000e+02 │ 2.6500e+02 │ 7.6500e+02 │ 1.21 │ │ 3 │ -7.5000e+01 │ -4.5000e+01 │ 3.0000e+01 │ 1.72 │ │ 4 │ -5.0000e+01 │ -5.0000e+01 │ 0.0000e+00 │ 2.02 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: SingleCut [ Info: Risk measure: LightBenders.CVaR(0.9, 0.5) [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 0.55 │ │ 2 │ -5.0000e+02 │ 2.6500e+02 │ 7.6500e+02 │ 0.61 │ │ 3 │ -7.5000e+01 │ -4.5000e+01 │ 3.0000e+01 │ 1.51 │ │ 4 │ -5.0000e+01 │ -5.0000e+01 │ 0.0000e+00 │ 2.00 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.CVaR(0.9, 0.5) [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ -1.1642e-10 │ 1.0000e+06 │ 0.90 │ │ 2 │ -5.0000e+02 │ 2.6500e+02 │ 7.6500e+02 │ 1.30 │ │ 3 │ -5.0000e+01 │ -5.0000e+01 │ 2.8422e-14 │ 1.99 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.CVaR(0.9, 0.5) [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ -1.1642e-10 │ 1.0000e+06 │ 0.59 │ │ 2 │ -5.0000e+02 │ 2.6500e+02 │ 7.6500e+02 │ 1.59 │ │ 3 │ -5.0000e+01 │ -5.0000e+01 │ 2.8422e-14 │ 2.04 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Deterministic Equivalent [ Info: ┌ Info: Number of scenarios: └ num_scenarios = 3 [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: SingleCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 172.18 │ │ 2 │ -5.0000e+02 │ 2.2000e+02 │ 7.2000e+02 │ 182.20 │ │ 3 │ -1.0000e+02 │ -7.0000e+01 │ 3.0000e+01 │ 183.10 │ │ 4 │ -8.0000e+01 │ -6.5000e+01 │ 1.5000e+01 │ 183.90 │ │ 5 │ -7.0000e+01 │ -7.0000e+01 │ 0.0000e+00 │ 184.76 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: SingleCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 2.32 │ │ 2 │ -5.0000e+02 │ 2.2000e+02 │ 7.2000e+02 │ 3.21 │ │ 3 │ -1.0000e+02 │ -7.0000e+01 │ 3.0000e+01 │ 4.07 │ │ 4 │ -8.0000e+01 │ -6.5000e+01 │ 1.5000e+01 │ 4.93 │ │ 5 │ -7.0000e+01 │ -7.0000e+01 │ 0.0000e+00 │ 5.76 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 1.83 │ │ 2 │ -5.0000e+02 │ 2.2000e+02 │ 7.2000e+02 │ 2.62 │ │ 3 │ -7.0000e+01 │ -7.0000e+01 │ 0.0000e+00 │ 3.52 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.RiskNeutral() [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 1.02 │ │ 2 │ -5.0000e+02 │ 2.2000e+02 │ 7.2000e+02 │ 2.13 │ │ 3 │ -7.0000e+01 │ -7.0000e+01 │ 0.0000e+00 │ 3.00 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: SingleCut ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: Risk measure: LightBenders.CVaR(0.9, 0.5) [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 1.44 │ │ 2 │ -5.0000e+02 │ 2.6500e+02 │ 7.6500e+02 │ 2.30 │ │ 3 │ -7.5000e+01 │ -4.5000e+01 │ 3.0000e+01 │ 3.19 │ │ 4 │ -5.0000e+01 │ -5.0000e+01 │ 0.0000e+00 │ 3.84 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: SingleCut [ Info: Risk measure: LightBenders.CVaR(0.9, 0.5) [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] │ 1 │ -1.0000e+06 │ 0.0000e+00 │ 1.0000e+06 │ 1.26 │ │ 2 │ -5.0000e+02 │ 2.6500e+02 │ 7.6500e+02 │ 2.15 │ │ 3 │ -7.5000e+01 │ -4.5000e+01 │ 3.0000e+01 │ 2.94 │ │ 4 │ -5.0000e+01 │ -5.0000e+01 │ 0.0000e+00 │ 3.63 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.CVaR(0.9, 0.5) [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] │ 1 │ -1.0000e+06 │ -1.1642e-10 │ 1.0000e+06 │ 1.29 │ │ 2 │ -5.0000e+02 │ 2.6500e+02 │ 7.6500e+02 │ 2.43 │ │ 3 │ -5.0000e+01 │ -5.0000e+01 │ 2.8422e-14 │ 3.20 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... ┌───────────┬─────────────┬─────────────┬─────────────┬───────────┐ │ Iteration │ Lower bound │ Upper bound │ Gap │ Time [s] │ ├───────────┼─────────────┼─────────────┼─────────────┼───────────┤ [ Info: [ Info: Benders Training [ Info: [ Info: Training options: [ Info: Number of scenarios: 3 [ Info: Cut strategy: MultiCut [ Info: Risk measure: LightBenders.CVaR(0.9, 0.5) [ Info: Stopping rule: LightBenders.AbstractStoppingRule[LightBenders.GapWithMinimumNumberOfIterations(0.1, 0.001, 2)] │ 1 │ -1.0000e+06 │ -1.1642e-10 │ 1.0000e+06 │ 1.19 │ │ 2 │ -5.0000e+02 │ 2.6500e+02 │ 7.6500e+02 │ 1.85 │ │ 3 │ -5.0000e+01 │ -5.0000e+01 │ 2.8422e-14 │ 2.96 │ └───────────┴─────────────┴─────────────┴─────────────┴───────────┘ [ Info: converged with gap with minimum number of iterations [ Info: Simulating first stage... [ Info: Simulating second stage... Test Summary: | Total Time test_newsvendor_benders | 0 6m43.4s Test Summary: | Total Time test_newsvendor_benders | 0 6m44.1s Test Summary: | Pass Total Time test_newsvendor_benders | 27 27 6m45.1s Test Summary: | Pass Total Time Tests | 28 28 20m39.2s Testing LightBenders tests passed Testing completed after 1406.81s PkgEval succeeded after 1580.05s