Package evaluation of KCenters on Julia 1.10.8 (92f03a4775*) started at 2025-02-25T11:48:31.050 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.1s ################################################################################ # Installation # Installing KCenters... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [5d8de97f] + KCenters v0.9.0 Updating `~/.julia/environments/v1.10/Manifest.toml` [79e6a3ab] + Adapt v4.2.0 [4fba245c] + ArrayInterface v7.18.0 [62783981] + BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] + CPUSummary v0.2.6 [324d7699] + CategoricalArrays v0.10.8 [fb6a15b2] + CloseOpenIntervals v0.1.13 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [34da2185] + Compat v4.16.0 [adafc99b] + CpuId v0.3.1 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.7.0 [864edb3b] + DataStructures v0.18.20 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [b4f34e82] + Distances v0.10.12 [ffbed154] + DocStringExtensions v0.9.3 [5789e2e9] + FileIO v1.16.6 [3e5b6fbb] + HostCPUFeatures v0.1.17 [615f187c] + IfElse v0.1.1 [842dd82b] + InlineStrings v1.4.3 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 ⌅ [033835bb] + JLD2 v0.4.54 [5d8de97f] + KCenters v0.9.0 [b964fa9f] + LaTeXStrings v1.4.0 [10f19ff3] + LayoutPointers v0.1.17 ⌅ [7f8f8fb0] + LearnBase v0.3.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [bdcacae8] + LoopVectorization v0.12.171 ⌃ [9920b226] + MLDataPattern v0.5.4 [cc2ba9b6] + MLDataUtils v0.5.4 [66a33bbf] + MLLabelUtils v0.5.7 [1914dd2f] + MacroTools v0.5.15 [d125e4d3] + ManualMemory v0.1.8 [dbb5928d] + MappedArrays v0.4.2 [e1d29d7a] + Missings v1.2.0 [6fe1bfb0] + OffsetArrays v1.15.0 [bac558e1] + OrderedCollections v1.8.0 [d96e819e] + Parameters v0.12.3 [f517fe37] + Polyester v0.7.16 [1d0040c9] + PolyesterWeave v0.2.2 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [08abe8d2] + PrettyTables v2.4.0 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.0 [94e857df] + SIMDTypes v0.1.0 [476501e8] + SLEEFPirates v0.6.43 ⌅ [0e966ebe] + SearchModels v0.3.3 [91c51154] + SentinelArrays v1.4.8 [053f045d] + SimilaritySearch v0.11.10 [a2af1166] + SortingAlgorithms v1.2.1 [aedffcd0] + Static v1.1.1 [0d7ed370] + StaticArrayInterface v1.8.0 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [7792a7ef] + StrideArraysCore v0.5.7 [892a3eda] + StringManipulation v0.4.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.0 [8290d209] + ThreadingUtilities v0.5.2 [3bb67fe8] + TranscodingStreams v0.11.3 [3a884ed6] + UnPack v1.0.2 [3d5dd08c] + VectorizationBase v0.21.71 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [9fa8497b] + Future [b77e0a4c] + InteractiveUtils [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [a63ad114] + Mmap [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 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 5.33s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 101.77s ################################################################################ # Testing # Testing KCenters Status `/tmp/jl_2mt3A1/Project.toml` [324d7699] CategoricalArrays v0.10.8 [8bb1440f] DelimitedFiles v1.9.1 [b4f34e82] Distances v0.10.12 ⌅ [c3a54625] JET v0.8.29 [5d8de97f] KCenters v0.9.0 [cc2ba9b6] MLDataUtils v0.5.4 [f517fe37] Polyester v0.7.16 [053f045d] SimilaritySearch v0.11.10 ⌅ [2913bbd2] StatsBase v0.33.21 [37e2e46d] LinearAlgebra [9a3f8284] Random [8dfed614] Test Status `/tmp/jl_2mt3A1/Manifest.toml` [79e6a3ab] Adapt v4.2.0 [4fba245c] ArrayInterface v7.18.0 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] CPUSummary v0.2.6 [324d7699] CategoricalArrays v0.10.8 [fb6a15b2] CloseOpenIntervals v0.1.13 [da1fd8a2] CodeTracking v1.3.6 [f70d9fcc] CommonWorldInvalidations v1.0.0 [34da2185] Compat v4.16.0 [adafc99b] CpuId v0.3.1 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.20 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [b4f34e82] Distances v0.10.12 [ffbed154] DocStringExtensions v0.9.3 [5789e2e9] FileIO v1.16.6 [3e5b6fbb] HostCPUFeatures v0.1.17 [615f187c] IfElse v0.1.1 [842dd82b] InlineStrings v1.4.3 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 ⌅ [c3a54625] JET v0.8.29 ⌅ [033835bb] JLD2 v0.4.54 [aa1ae85d] JuliaInterpreter v0.9.41 [5d8de97f] KCenters v0.9.0 [b964fa9f] LaTeXStrings v1.4.0 [10f19ff3] LayoutPointers v0.1.17 ⌅ [7f8f8fb0] LearnBase v0.3.0 [2ab3a3ac] LogExpFunctions v0.3.29 [bdcacae8] LoopVectorization v0.12.171 ⌅ [6f1432cf] LoweredCodeUtils v2.3.2 ⌃ [9920b226] MLDataPattern v0.5.4 [cc2ba9b6] MLDataUtils v0.5.4 [66a33bbf] MLLabelUtils v0.5.7 [1914dd2f] MacroTools v0.5.15 [d125e4d3] ManualMemory v0.1.8 [dbb5928d] MappedArrays v0.4.2 [e1d29d7a] Missings v1.2.0 [6fe1bfb0] OffsetArrays v1.15.0 [bac558e1] OrderedCollections v1.8.0 [d96e819e] Parameters v0.12.3 [f517fe37] Polyester v0.7.16 [1d0040c9] PolyesterWeave v0.2.2 [2dfb63ee] PooledArrays v1.4.3 [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.0 ⌃ [295af30f] Revise v3.5.15 [94e857df] SIMDTypes v0.1.0 [476501e8] SLEEFPirates v0.6.43 ⌅ [0e966ebe] SearchModels v0.3.3 [91c51154] SentinelArrays v1.4.8 [053f045d] SimilaritySearch v0.11.10 [a2af1166] SortingAlgorithms v1.2.1 [aedffcd0] Static v1.1.1 [0d7ed370] StaticArrayInterface v1.8.0 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [7792a7ef] StrideArraysCore v0.5.7 [892a3eda] StringManipulation v0.4.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [8290d209] ThreadingUtilities v0.5.2 [3bb67fe8] TranscodingStreams v0.11.3 [3a884ed6] UnPack v1.0.2 [3d5dd08c] VectorizationBase v0.21.71 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [9fa8497b] Future [b77e0a4c] InteractiveUtils [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.4.0+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 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... computing fartest point 1, dmax: Inf, imax: 6630, n: 10000 computing fartest point 2, dmax: 1.2758316, imax: 4991, n: 10000 computing fartest point 3, dmax: 1.0881668, imax: 1751, n: 10000 computing fartest point 4, dmax: 1.0793514, imax: 5653, n: 10000 computing fartest point 1, dmax: Inf, imax: 8700, n: 10000 computing fartest point 2, dmax: 1.3143967, imax: 9536, n: 10000 computing fartest point 3, dmax: 1.189756, imax: 1029, n: 10000 computing fartest point 4, dmax: 1.0697051, imax: 2708, n: 10000 computing fartest point 5, dmax: 1.02837, imax: 9268, n: 10000 computing fartest point 6, dmax: 1.0155398, imax: 3752, n: 10000 computing fartest point 7, dmax: 0.9467824, imax: 8017, n: 10000 computing fartest point 8, dmax: 0.94395846, imax: 162, n: 10000 computing fartest point 9, dmax: 0.922392, imax: 4991, n: 10000 computing fartest point 1, dmax: Inf, imax: 3434, n: 10000 computing fartest point 2, dmax: 1.5491055, imax: 7730, n: 10000 computing fartest point 3, dmax: 1.1940498, imax: 9268, n: 10000 computing fartest point 4, dmax: 1.1691632, imax: 162, n: 10000 computing fartest point 5, dmax: 1.1524117, imax: 3559, n: 10000 computing fartest point 6, dmax: 1.0773971, imax: 5513, n: 10000 computing fartest point 7, dmax: 1.0745014, imax: 3752, n: 10000 computing fartest point 8, dmax: 1.0585716, imax: 8025, n: 10000 computing fartest point 9, dmax: 0.8944776, imax: 1751, n: 10000 computing fartest point 10, dmax: 0.84333086, imax: 7465, n: 10000 computing fartest point 11, dmax: 0.82794046, imax: 2179, n: 10000 computing fartest point 12, dmax: 0.8209336, imax: 5757, n: 10000 computing fartest point 13, dmax: 0.81455433, imax: 1463, n: 10000 computing fartest point 14, dmax: 0.7769504, imax: 4150, n: 10000 computing fartest point 15, dmax: 0.74983066, imax: 9743, n: 10000 computing fartest point 16, dmax: 0.7075747, imax: 1382, n: 10000 computing fartest point 1, dmax: Inf, imax: 8246, n: 10000 computing fartest point 2, dmax: 1.4037522, imax: 9536, n: 10000 computing fartest point 3, dmax: 1.1540359, imax: 9065, n: 10000 computing fartest point 4, dmax: 1.1362997, imax: 2708, n: 10000 computing fartest point 5, dmax: 1.1107818, imax: 8792, n: 10000 computing fartest point 6, dmax: 1.0192882, imax: 6011, n: 10000 computing fartest point 7, dmax: 0.9768475, imax: 9261, n: 10000 computing fartest point 8, dmax: 0.97517514, imax: 7627, n: 10000 computing fartest point 9, dmax: 0.8786602, imax: 2179, n: 10000 computing fartest point 10, dmax: 0.8471824, imax: 3163, n: 10000 computing fartest point 11, dmax: 0.75800353, imax: 4991, n: 10000 computing fartest point 12, dmax: 0.74823606, imax: 1639, n: 10000 computing fartest point 13, dmax: 0.73922074, imax: 6445, n: 10000 computing fartest point 14, dmax: 0.7347276, imax: 5250, n: 10000 computing fartest point 15, dmax: 0.71287864, imax: 5653, n: 10000 computing fartest point 16, dmax: 0.6904844, imax: 8017, n: 10000 computing fartest point 17, dmax: 0.6297081, imax: 6605, n: 10000 computing fartest point 18, dmax: 0.6263213, imax: 2733, n: 10000 computing fartest point 19, dmax: 0.6254019, imax: 4174, n: 10000 computing fartest point 20, dmax: 0.60647905, imax: 4801, n: 10000 computing fartest point 21, dmax: 0.604091, imax: 7593, n: 10000 computing fartest point 22, dmax: 0.5905976, imax: 7577, n: 10000 computing fartest point 23, dmax: 0.5863909, imax: 6970, n: 10000 computing fartest point 24, dmax: 0.576049, imax: 7838, n: 10000 computing fartest point 25, dmax: 0.56519973, imax: 4108, n: 10000 Test Summary: | Pass Total Time Clustering with enet | 5 5 17.4s [ Info: 0.6209696 [ Info: 0.51281077 [ Info: 0.38027555 [ Info: 0.35547212 Test Summary: |Time Clustering with dnet | None 3.8s computing fartest point 1, dmax: Inf, imax: 6630, n: 10000 computing fartest point 2, dmax: 1.2758316, imax: 4991, n: 10000 computing fartest point 3, dmax: 1.0881668, imax: 1751, n: 10000 computing fartest point 4, dmax: 1.0793514, imax: 5653, n: 10000 computing fartest point 5, dmax: 1.005979, imax: 2477, n: 10000 computing fartest point 6, dmax: 0.9692274, imax: 5877, n: 10000 computing fartest point 7, dmax: 0.92170817, imax: 9156, n: 10000 computing fartest point 8, dmax: 0.91034096, imax: 3327, n: 10000 computing fartest point 9, dmax: 0.9094323, imax: 3958, n: 10000 computing fartest point 10, dmax: 0.8908306, imax: 9536, n: 10000 computing fartest point 11, dmax: 0.82442075, imax: 1823, n: 10000 computing fartest point 12, dmax: 0.77720755, imax: 6524, n: 10000 computing fartest point 13, dmax: 0.72973907, imax: 9555, n: 10000 computing fartest point 14, dmax: 0.7187218, imax: 2708, n: 10000 computing fartest point 15, dmax: 0.7164774, imax: 8365, n: 10000 computing fartest point 16, dmax: 0.7018383, imax: 8499, n: 10000 mean(cfft.distances) = 0.28237194f0 mean(cdnet.distances) = 0.28703734f0 mean(crand.distances) = 0.28329232f0 Test Summary: |Time Clustering with KCenters | None 8.6s computing fartest point 1, dmax: Inf, imax: 6630, n: 10000 computing fartest point 2, dmax: 1.2758316, imax: 4991, n: 10000 computing fartest point 3, dmax: 1.0881668, imax: 1751, n: 10000 computing fartest point 4, dmax: 1.0793514, imax: 5653, n: 10000 computing fartest point 5, dmax: 1.005979, imax: 2477, n: 10000 computing fartest point 6, dmax: 0.9692274, imax: 5877, n: 10000 computing fartest point 7, dmax: 0.92170817, imax: 9156, n: 10000 computing fartest point 8, dmax: 0.91034096, imax: 3327, n: 10000 computing fartest point 9, dmax: 0.9094323, imax: 3958, n: 10000 computing fartest point 10, dmax: 0.8908306, imax: 9536, n: 10000 computing fartest point 11, dmax: 0.82442075, imax: 1823, n: 10000 computing fartest point 12, dmax: 0.77720755, imax: 6524, n: 10000 computing fartest point 13, dmax: 0.72973907, imax: 9555, n: 10000 computing fartest point 14, dmax: 0.7187218, imax: 2708, n: 10000 computing fartest point 15, dmax: 0.7164774, imax: 8365, n: 10000 computing fartest point 16, dmax: 0.7018383, imax: 8499, n: 10000 computing fartest point 1, dmax: Inf, imax: 8700, n: 10000 computing fartest point 2, dmax: 1.3143967, imax: 9536, n: 10000 computing fartest point 3, dmax: 1.189756, imax: 1029, n: 10000 computing fartest point 4, dmax: 1.0697051, imax: 2708, n: 10000 computing fartest point 5, dmax: 1.02837, imax: 9268, n: 10000 computing fartest point 6, dmax: 1.0155398, imax: 3752, n: 10000 computing fartest point 7, dmax: 0.9467824, imax: 8017, n: 10000 computing fartest point 8, dmax: 0.94395846, imax: 162, n: 10000 computing fartest point 9, dmax: 0.922392, imax: 4991, n: 10000 computing fartest point 10, dmax: 0.912921, imax: 2466, n: 10000 computing fartest point 11, dmax: 0.8900361, imax: 2179, n: 10000 computing fartest point 12, dmax: 0.873369, imax: 9743, n: 10000 computing fartest point 13, dmax: 0.7506495, imax: 4679, n: 10000 computing fartest point 14, dmax: 0.74014646, imax: 994, n: 10000 computing fartest point 15, dmax: 0.7284601, imax: 6774, n: 10000 computing fartest point 16, dmax: 0.7130985, imax: 3769, n: 10000 computing fartest point 1, dmax: Inf, imax: 1309, n: 10000 computing fartest point 2, dmax: 1.5486357, imax: 2179, n: 10000 computing fartest point 3, dmax: 1.2308449, imax: 5760, n: 10000 computing fartest point 4, dmax: 1.2219425, imax: 9743, n: 10000 computing fartest point 5, dmax: 1.1890566, imax: 8017, n: 10000 computing fartest point 6, dmax: 1.1389635, imax: 4991, n: 10000 computing fartest point 7, dmax: 1.0827968, imax: 8660, n: 10000 computing fartest point 8, dmax: 1.0540125, imax: 6029, n: 10000 computing fartest point 9, dmax: 0.9064786, imax: 4881, n: 10000 computing fartest point 10, dmax: 0.88110346, imax: 2708, n: 10000 computing fartest point 11, dmax: 0.85735476, imax: 7330, n: 10000 computing fartest point 12, dmax: 0.83375174, imax: 459, n: 10000 computing fartest point 13, dmax: 0.8014585, imax: 2958, n: 10000 computing fartest point 14, dmax: 0.7870021, imax: 9826, n: 10000 computing fartest point 15, dmax: 0.7428904, imax: 6234, n: 10000 computing fartest point 16, dmax: 0.7248177, imax: 6296, n: 10000 d1 = 0.28377426f0 d2 = 0.34198594f0 d3 = 0.32885268f0 Test Summary: | Pass Total Time Clustering with KCenters; KnnCentroidSelection | 2 2 4.0s computing fartest point 1, dmax: Inf, imax: 6630, n: 10000 computing fartest point 2, dmax: 1.2758316, imax: 4991, n: 10000 computing fartest point 3, dmax: 1.0881668, imax: 1751, n: 10000 computing fartest point 4, dmax: 1.0793514, imax: 5653, n: 10000 computing fartest point 5, dmax: 1.005979, imax: 2477, n: 10000 computing fartest point 6, dmax: 0.9692274, imax: 5877, n: 10000 computing fartest point 7, dmax: 0.92170817, imax: 9156, n: 10000 computing fartest point 8, dmax: 0.91034096, imax: 3327, n: 10000 computing fartest point 9, dmax: 0.9094323, imax: 3958, n: 10000 computing fartest point 10, dmax: 0.8908306, imax: 9536, n: 10000 computing fartest point 11, dmax: 0.82442075, imax: 1823, n: 10000 computing fartest point 12, dmax: 0.77720755, imax: 6524, n: 10000 computing fartest point 13, dmax: 0.72973907, imax: 9555, n: 10000 computing fartest point 14, dmax: 0.7187218, imax: 2708, n: 10000 computing fartest point 15, dmax: 0.7164774, imax: 8365, n: 10000 computing fartest point 16, dmax: 0.7018383, imax: 8499, n: 10000 computing farthest point 1, dmax: Inf, imax: 1, n: 3 computing farthest point 2, dmax: 1.2144735, imax: 2, n: 3 computing farthest point 3, dmax: 0.79579896, imax: 3, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 4 computing farthest point 2, dmax: 0.896594, imax: 1, n: 4 computing farthest point 3, dmax: 0.6757796, imax: 3, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 4, n: 4 computing farthest point 2, dmax: 1.0422764, imax: 3, n: 4 computing farthest point 3, dmax: 0.5598574, imax: 2, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 4 computing farthest point 2, dmax: 1.0103116, imax: 4, n: 4 computing farthest point 3, dmax: 0.56962264, imax: 2, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 4, n: 4 computing farthest point 2, dmax: 0.72090036, imax: 1, n: 4 computing farthest point 3, dmax: 0.7141371, imax: 3, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 3 computing farthest point 2, dmax: 0.7139933, imax: 1, n: 3 computing farthest point 3, dmax: 0.39256, imax: 2, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 4, n: 4 computing farthest point 2, dmax: 0.880283, imax: 1, n: 4 computing farthest point 3, dmax: 0.5137252, imax: 2, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 4 computing farthest point 2, dmax: 1.0073434, imax: 4, n: 4 computing farthest point 3, dmax: 0.72463596, imax: 3, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 4 computing farthest point 2, dmax: 0.8118622, imax: 1, n: 4 computing farthest point 3, dmax: 0.7778972, imax: 2, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 3 computing farthest point 2, dmax: 0.74279815, imax: 2, n: 3 computing farthest point 3, dmax: 0.62944174, imax: 1, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 1, n: 3 computing farthest point 2, dmax: 0.9237006, imax: 3, n: 3 computing farthest point 3, dmax: 0.5541234, imax: 2, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 1, n: 4 computing farthest point 2, dmax: 1.0652319, imax: 4, n: 4 computing farthest point 3, dmax: 0.95487505, imax: 2, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 3 computing farthest point 2, dmax: 1.08713, imax: 3, n: 3 computing farthest point 3, dmax: 0.49481547, imax: 1, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 4 computing farthest point 2, dmax: 0.64828205, imax: 3, n: 4 computing farthest point 3, dmax: 0.63639945, imax: 1, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 3 computing farthest point 2, dmax: 0.8892499, imax: 1, n: 3 computing farthest point 3, dmax: 0.7543325, imax: 3, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 4 computing farthest point 2, dmax: 0.82227063, imax: 4, n: 4 computing farthest point 3, dmax: 0.5132559, imax: 1, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 2 computing farthest point 2, dmax: 0.6281998, imax: 1, n: 2 computing farthest point 3, dmax: 0.0, imax: 1, n: 2 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 1, n: 2 computing farthest point 2, dmax: 0.6078055, imax: 2, n: 2 computing farthest point 3, dmax: 0.0, imax: 1, n: 2 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 4 computing farthest point 2, dmax: 0.601143, imax: 4, n: 4 computing farthest point 3, dmax: 0.4696545, imax: 3, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 1, n: 4 computing farthest point 2, dmax: 0.8417784, imax: 3, n: 4 computing farthest point 3, dmax: 0.6144179, imax: 2, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 4 computing farthest point 2, dmax: 0.7900316, imax: 3, n: 4 computing farthest point 3, dmax: 0.45086384, imax: 1, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 4 computing farthest point 2, dmax: 0.8479252, imax: 4, n: 4 computing farthest point 3, dmax: 0.6259259, imax: 1, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 3 computing farthest point 2, dmax: 0.8002818, imax: 1, n: 3 computing farthest point 3, dmax: 0.4638914, imax: 2, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 3 computing farthest point 2, dmax: 0.5315654, imax: 1, n: 3 computing farthest point 3, dmax: 0.50951755, imax: 2, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 4 computing farthest point 2, dmax: 0.8412414, imax: 1, n: 4 computing farthest point 3, dmax: 0.5351306, imax: 4, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 1, n: 3 computing farthest point 2, dmax: 0.89198285, imax: 3, n: 3 computing farthest point 3, dmax: 0.18545456, imax: 2, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 3, n: 3 computing farthest point 2, dmax: 0.6283173, imax: 2, n: 3 computing farthest point 3, dmax: 0.5148211, imax: 1, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 4, n: 4 computing farthest point 2, dmax: 1.0367411, imax: 3, n: 4 computing farthest point 3, dmax: 0.5875298, imax: 2, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) append_items! sp=5, ep=9, n=9, BeamSearch bsize: Int32 8 Δ: Float32 1.0f0 maxvisits: Int64 1000000 , 2025-02-25T11:51:35.319 computing farthest point 1, dmax: Inf, imax: 2, n: 4 computing farthest point 2, dmax: 0.8067417, imax: 4, n: 4 computing farthest point 3, dmax: 0.49087906, imax: 3, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 4 computing farthest point 2, dmax: 0.76496303, imax: 1, n: 4 computing farthest point 3, dmax: 0.4852018, imax: 3, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 2, n: 3 computing farthest point 2, dmax: 0.93587834, imax: 3, n: 3 computing farthest point 3, dmax: 0.5513545, imax: 1, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 4, n: 4 computing farthest point 2, dmax: 0.6958348, imax: 1, n: 4 computing farthest point 3, dmax: 0.53691113, imax: 2, n: 4 (n, m, k, length(A.centers)) = (14, 4, 3, 3) computing farthest point 1, dmax: Inf, imax: 1, n: 3 computing farthest point 2, dmax: 0.7632885, imax: 2, n: 3 computing farthest point 3, dmax: 0.41269615, imax: 3, n: 3 (n, m, k, length(A.centers)) = (14, 4, 3, 3) d1 = 0.3099793f0 d2 = 0.36327347f0 d3 = 0.38999048f0 Test Summary: | Pass Total Time Clustering with KCenters with an approximate index | 2 2 12.3s [ Info: KNR 8×3 Matrix{Int8}: 4 1 5 11 2 11 13 3 16 17 7 37 26 23 47 47 24 57 59 30 60 61 59 61 recall = 0.28466666666666646 [ Info: Perms (size(A), size(B)) = ((32, 10000), (32, 100)) recall = 0.5753333333333334 [ Info: BinPerms (size(A), size(B)) = ((16, 10000), (16, 100)) recall = 0.6486666666666665 [ Info: BinWalk (size(A), size(B)) = ((16, 10000), (16, 100)) recall = 0.6373333333333332 Test Summary: | Pass Total Time Projections | 5 5 21.3s Testing KCenters tests passed Testing completed after 81.67s PkgEval succeeded after 207.65s