Package evaluation of SimilaritySearch on Julia 1.11.5 (32ac370b68*) started at 2025-06-29T11:43:57.719 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.78s ################################################################################ # Installation # Installing SimilaritySearch... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [053f045d] + SimilaritySearch v0.12.3 Updating `~/.julia/environments/v1.11/Manifest.toml` [79e6a3ab] + Adapt v4.3.0 [4fba245c] + ArrayInterface v7.19.0 [62783981] + BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] + CPUSummary v0.2.6 [fb6a15b2] + CloseOpenIntervals v0.1.13 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [34da2185] + Compat v4.16.0 [adafc99b] + CpuId v0.3.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [615f187c] + IfElse v0.1.1 [92d709cd] + IrrationalConstants v0.2.4 ⌅ [033835bb] + JLD2 v0.4.54 [10f19ff3] + LayoutPointers v0.1.17 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [d125e4d3] + ManualMemory v0.1.8 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [f517fe37] + Polyester v0.7.18 [1d0040c9] + PolyesterWeave v0.2.2 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [92933f4c] + ProgressMeter v1.10.4 [ae029012] + Requires v1.3.1 [94e857df] + SIMDTypes v0.1.0 [0e966ebe] + SearchModels v0.4.1 [053f045d] + SimilaritySearch v0.12.3 [a2af1166] + SortingAlgorithms v1.2.1 [aedffcd0] + Static v1.2.0 [0d7ed370] + StaticArrayInterface v1.8.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [7792a7ef] + StrideArraysCore v0.5.7 [8290d209] + ThreadingUtilities v0.5.5 [3bb67fe8] + TranscodingStreams v0.11.3 [3a884ed6] + UnPack v1.0.2 [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 v1.6.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.11.0 [de0858da] + Printf 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 v1.11.0 [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.6.0+0 [e37daf67] + LibGit2_jll v1.7.2+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.6+0 [14a3606d] + MozillaCACerts_jll v2023.12.12 [4536629a] + OpenBLAS_jll v0.3.27+1 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.59.0+0 [3f19e933] + p7zip_jll v17.4.0+2 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 4.28s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 38.84s ################################################################################ # Testing # Testing SimilaritySearch Status `/tmp/jl_Qg4z2K/Project.toml` [4c88cf16] Aqua v0.8.13 [b4f34e82] Distances v0.10.12 ⌅ [c3a54625] JET v0.9.19 ⌅ [033835bb] JLD2 v0.4.54 [d96e819e] Parameters v0.12.3 [f517fe37] Polyester v0.7.18 [92933f4c] ProgressMeter v1.10.4 [0e966ebe] SearchModels v0.4.1 [053f045d] SimilaritySearch v0.12.3 [10745b16] Statistics v1.11.1 ⌅ [2913bbd2] StatsBase v0.33.21 [7792a7ef] StrideArraysCore v0.5.7 [ade2ca70] Dates v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_Qg4z2K/Manifest.toml` [79e6a3ab] Adapt v4.3.0 [4c88cf16] Aqua v0.8.13 [4fba245c] ArrayInterface v7.19.0 [62783981] BitTwiddlingConvenienceFunctions v0.1.6 [2a0fbf3d] CPUSummary v0.2.6 [fb6a15b2] CloseOpenIntervals v0.1.13 [da1fd8a2] CodeTracking v1.3.9 [f70d9fcc] CommonWorldInvalidations v1.0.0 [34da2185] Compat v4.16.0 [adafc99b] CpuId v0.3.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [615f187c] IfElse v0.1.1 [92d709cd] IrrationalConstants v0.2.4 ⌅ [c3a54625] JET v0.9.19 ⌅ [033835bb] JLD2 v0.4.54 ⌅ [aa1ae85d] JuliaInterpreter v0.9.46 ⌅ [70703baa] JuliaSyntax v0.4.10 [10f19ff3] LayoutPointers v0.1.17 [2ab3a3ac] LogExpFunctions v0.3.29 ⌃ [6f1432cf] LoweredCodeUtils v3.2.2 [1914dd2f] MacroTools v0.5.16 [d125e4d3] ManualMemory v0.1.8 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [f517fe37] Polyester v0.7.18 [1d0040c9] PolyesterWeave v0.2.2 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [92933f4c] ProgressMeter v1.10.4 [ae029012] Requires v1.3.1 [94e857df] SIMDTypes v0.1.0 [0e966ebe] SearchModels v0.4.1 [053f045d] SimilaritySearch v0.12.3 [a2af1166] SortingAlgorithms v1.2.1 [aedffcd0] Static v1.2.0 [0d7ed370] StaticArrayInterface v1.8.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [7792a7ef] StrideArraysCore v0.5.7 [8290d209] ThreadingUtilities v0.5.5 [3bb67fe8] TranscodingStreams v0.11.3 [3a884ed6] UnPack v1.0.2 [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 v1.6.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf 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 v1.11.0 [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 v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [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... Test Summary: | Pass Total Time test database abstractions | 56 56 9.0s Precompiling JET... Info Given JET was explicitly requested, output will be shown live  ┌ Warning: `@lookup(mod, frame, node)` at /home/pkgeval/.julia/packages/JET/yNWjn/src/toplevel/virtualprocess.jl:1321 is deprecated, use `lookup(frame, node)` instead. └ @ JuliaInterpreter ~/.julia/packages/JuliaInterpreter/ZNccU/src/interpret.jl:46 11946.4 ms ✓ JET 1 dependency successfully precompiled in 12 seconds. 33 already precompiled. 1 dependency had output during precompilation: ┌ JET │ [Output was shown above] └ 0.000013 seconds [ Info: ("========================", (KnnResult, 10, 10), 10) res = KnnResult(IdWeight[IdWeight(0x000002d6, 0.0016270876f0), IdWeight(0x00000313, 0.003890872f0), IdWeight(0x00000397, 0.005570948f0), IdWeight(0x000003ae, 0.005790293f0), IdWeight(0x0000030a, 0.007866025f0), IdWeight(0x000002f9, 0.007897198f0), IdWeight(0x00000213, 0.007928133f0), IdWeight(0x00000092, 0.009647906f0), IdWeight(0x000000b1, 0.009750128f0), IdWeight(0x00000089, 0.012242556f0)], 10) Vsorted = IdWeight[IdWeight(0x000002d6, 0.0016270876f0), IdWeight(0x00000313, 0.003890872f0), IdWeight(0x00000397, 0.005570948f0), IdWeight(0x000003ae, 0.005790293f0), IdWeight(0x0000030a, 0.007866025f0), IdWeight(0x000002f9, 0.007897198f0), IdWeight(0x00000213, 0.007928133f0), IdWeight(0x00000092, 0.009647906f0), IdWeight(0x000000b1, 0.009750128f0), IdWeight(0x00000089, 0.012242556f0)] [ Info: ======================== starting ============= res = KnnResult(IdWeight[IdWeight(0x000002d6, 0.0016270876f0), IdWeight(0x00000313, 0.003890872f0), IdWeight(0x00000397, 0.005570948f0), IdWeight(0x000003ae, 0.005790293f0), IdWeight(0x0000030a, 0.007866025f0), IdWeight(0x000002f9, 0.007897198f0), IdWeight(0x00000213, 0.007928133f0), IdWeight(0x00000092, 0.009647906f0), IdWeight(0x000000b1, 0.009750128f0), IdWeight(0x00000089, 0.012242556f0)], 10) 0.000001 seconds 0.000003 seconds (1 allocation: 368 bytes) Test Summary: | Pass Total Time shifted vector-based result set | 9 9 44.5s [ Info: (MatrixDatabase{Matrix{Float64}}, SubDatabase{MatrixDatabase{Matrix{Float64}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing vectors with ExhaustiveSearch | 808 808 17.7s [ Info: (VectorDatabase{Vector{Vector{Int64}}}, SubDatabase{VectorDatabase{Vector{Vector{Int64}}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing sequences with ExhaustiveSearch | 404 404 6.3s [ Info: (VectorDatabase{Vector{Vector{Int64}}}, SubDatabase{VectorDatabase{Vector{Vector{Int64}}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing sets with ExhaustiveSearch | 303 303 5.4s Test Summary: | Pass Total Time Normalized Cosine and Normalized Angle distances | 202 202 4.4s Test Summary: | Pass Total Time Binary hamming distance | 101 101 2.0s Test Summary: | Pass Total Time AdjacencyList | 15 15 1.7s (G.len, G.len[], length(G)) = (Base.RefValue{Int64}(0), 0, 0) [ Info: using 64 random queries from the dataset Test Summary: | Pass Total Time allknn | 10 10 8.6s X1[[1, n ÷ 4, n ÷ 2, round(Int, 0.75n), n]] = [2, 4, 4, 4, 5] Test Summary: | Total Time HSP | 0 3.4s [ Info: neardup> starting: 1:100, current elements: 0, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:42.520 [ Info: neardup> finished current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:42.817 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000006, 0x00000007, 0x00000008, 0x0000000c, 0x0000001a, 0x0000001b, 0x00000025] D.nn = Int32[1, 2, 3, 1, 1, 6, 7, 8, 8, 6, 1, 12, 12, 12, 3, 1, 8, 12, 8, 12, 12, 8, 3, 8, 12, 26, 27, 3, 8, 7, 12, 26, 27, 8, 27, 1, 37, 12, 37, 26, 7, 8, 6, 12, 3, 1, 1, 2, 7, 6, 26, 1, 27, 8, 2, 2, 12, 3, 3, 8, 26, 8, 8, 1, 1, 6, 26, 1, 7, 26, 26, 6, 2, 1, 37, 3, 12, 1, 3, 7, 1, 12, 8, 8, 3, 12, 7, 27, 8, 3, 12, 6, 6, 26, 12, 1, 26, 12, 1, 12] D.dist = Float32[0.0, 0.0, 0.0, 0.06286442, 0.06124437, 0.0, 0.0, 0.0, 0.027726054, 0.064738214, 0.0136835575, 0.0, 0.011230469, 0.02047962, 0.03971201, 0.023097277, 0.038678467, 0.015811384, 0.0057508945, 0.039972186, 0.053337038, 0.055779338, 0.03014177, 0.03249526, 0.052800834, 0.0, 0.0, 0.031336486, 0.04156822, 0.05233395, 0.042973638, 0.019022167, 0.06054771, 0.02699542, 0.04556042, 0.04173237, 0.0, 0.06357187, 0.027721703, 0.05296153, 0.042322516, 0.0029042363, 0.02341491, 0.047714293, 0.07053006, 0.02165699, 0.059417605, 0.0017312169, 0.01946044, 0.014642775, 0.028682232, 0.0036164522, 0.01647973, 0.05659467, 0.067374825, 0.028000236, 0.07570696, 0.06090206, 0.01773274, 0.023553371, 0.041452646, 0.02210337, 0.0065811872, 0.015154481, 0.05576843, 0.023728907, 0.054221094, 0.04154426, 0.021968901, 0.038938522, 0.072396636, 0.039248943, 0.019300878, 0.033491254, 0.009067774, 0.036186874, 0.025764763, 0.049863577, 0.02857852, 0.019770026, 0.052134633, 0.034510374, 0.007893205, 0.029622674, 0.044626415, 0.020112216, 0.009041607, 0.016485274, 0.031441152, 0.031151652, 0.011416912, 0.06295544, 0.022001266, 0.014216244, 0.047266543, 0.05989659, 0.035001457, 0.025582433, 0.033437073, 0.019228935] Test Summary: | Pass Total Time neardup single block | 3 3 17.4s [ Info: neardup> starting: 1:16, current elements: 0, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.840 [ Info: neardup> range: 17:32, current elements: 7, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.840 [ Info: neardup> range: 33:48, current elements: 9, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.840 [ Info: neardup> range: 49:64, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.840 [ Info: neardup> range: 65:80, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.841 [ Info: neardup> range: 81:96, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.841 [ Info: neardup> range: 97:100, current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.841 [ Info: neardup> finished current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.841 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000006, 0x00000007, 0x00000008, 0x0000000c, 0x0000001a, 0x0000001b, 0x00000025, 0x0000005a] D.nn = Int32[1, 2, 3, 1, 1, 6, 7, 8, 8, 6, 1, 12, 12, 12, 3, 1, 8, 12, 8, 12, 12, 8, 3, 8, 12, 26, 27, 3, 8, 7, 12, 8, 27, 8, 27, 1, 37, 12, 7, 26, 7, 8, 6, 12, 3, 1, 1, 2, 7, 6, 26, 1, 27, 8, 2, 2, 12, 3, 3, 8, 26, 8, 8, 1, 1, 6, 26, 1, 7, 26, 26, 6, 2, 1, 37, 3, 12, 1, 3, 7, 1, 12, 8, 8, 3, 12, 7, 27, 8, 90, 12, 6, 6, 26, 12, 1, 26, 12, 1, 12] D.dist = Float32[0.0, 0.0, 0.0, 0.06286442, 0.06124437, 0.0, 0.0, 0.0, 0.027726054, 0.064738214, 0.0136835575, 0.0, 0.011230469, 0.02047962, 0.03971201, 0.023097277, 0.038678467, 0.015811384, 0.0057508945, 0.039972186, 0.053337038, 0.055779338, 0.03014177, 0.03249526, 0.052800834, 0.0, 0.0, 0.031336486, 0.04156822, 0.05233395, 0.042973638, 0.0615772, 0.06054771, 0.02699542, 0.04556042, 0.04173237, 0.0, 0.06357187, 0.06875938, 0.05296153, 0.042322516, 0.0029042363, 0.02341491, 0.047714293, 0.07053006, 0.02165699, 0.059417605, 0.0017312169, 0.01946044, 0.014642775, 0.028682232, 0.0036164522, 0.01647973, 0.05659467, 0.067374825, 0.028000236, 0.07570696, 0.06090206, 0.01773274, 0.023553371, 0.041452646, 0.02210337, 0.0065811872, 0.015154481, 0.05576843, 0.023728907, 0.054221094, 0.04154426, 0.021968901, 0.038938522, 0.072396636, 0.039248943, 0.019300878, 0.033491254, 0.009067774, 0.036186874, 0.025764763, 0.049863577, 0.02857852, 0.019770026, 0.052134633, 0.034510374, 0.007893205, 0.029622674, 0.044626415, 0.020112216, 0.009041607, 0.016485274, 0.031441152, 0.0, 0.011416912, 0.06295544, 0.022001266, 0.014216244, 0.047266543, 0.05989659, 0.035001457, 0.025582433, 0.033437073, 0.019228935] Test Summary: | Pass Total Time neardup small block | 3 3 0.0s [ Info: neardup> starting: 1:16, current elements: 0, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.937 [ Info: neardup> range: 17:32, current elements: 16, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.937 [ Info: neardup> range: 33:48, current elements: 17, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.937 [ Info: neardup> range: 49:64, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.937 [ Info: neardup> range: 65:80, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.937 [ Info: neardup> range: 81:96, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.937 [ Info: neardup> range: 97:100, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.938 [ Info: neardup> finished current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:47:44.938 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000004, 0x00000005, 0x00000006, 0x00000007, 0x00000008, 0x00000009, 0x0000000a, 0x0000000b, 0x0000000c, 0x0000000d, 0x0000000e, 0x0000000f, 0x00000010, 0x0000001b, 0x00000025] D.nn = Int32[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 8, 13, 8, 16, 13, 10, 15, 8, 14, 10, 27, 15, 8, 16, 12, 8, 27, 9, 27, 1, 37, 13, 7, 16, 7, 8, 10, 16, 15, 1, 16, 2, 7, 6, 10, 1, 27, 14, 2, 2, 13, 16, 3, 14, 10, 8, 8, 1, 5, 6, 16, 4, 7, 8, 4, 6, 2, 16, 37, 3, 13, 4, 3, 7, 4, 16, 8, 9, 3, 14, 7, 27, 8, 3, 12, 4, 6, 10, 16, 11, 2, 13, 16, 14] D.dist = Float32[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.038678467, 0.0032262802, 0.0057508945, 0.023732543, 0.038529634, 0.048622847, 0.006245911, 0.03249526, 0.014123619, 0.03766328, 0.0, 0.014059782, 0.04156822, 0.040517807, 0.042973638, 0.0615772, 0.06054771, 0.0083453655, 0.04556042, 0.04173237, 0.0, 0.033657372, 0.06875938, 0.05897659, 0.042322516, 0.0029042363, 0.0149155855, 0.018081963, 0.04101461, 0.02165699, 0.01849097, 0.0017312169, 0.01946044, 0.014642775, 0.0077344775, 0.0036164522, 0.01647973, 0.04353863, 0.067374825, 0.028000236, 0.05841291, 0.030641079, 0.01773274, 0.017498016, 0.024342716, 0.02210337, 0.0065811872, 0.015154481, 0.01878196, 0.023728907, 0.03551817, 0.01646185, 0.021968901, 0.0464198, 0.026653111, 0.039248943, 0.019300878, 0.00493896, 0.009067774, 0.036186874, 0.023459673, 0.0067402124, 0.02857852, 0.019770026, 0.018868268, 0.018129528, 0.007893205, 0.020875573, 0.044626415, 0.018978775, 0.009041607, 0.016485274, 0.031441152, 0.031151652, 0.011416912, 0.0067414045, 0.022001266, 0.01011765, 0.032563448, 0.038464546, 0.047671735, 0.02240783, 0.0036603808, 0.007431209] Test Summary: | Pass Total Time neardup small block with filterblocks=false | 3 3 0.1s [ Info: neardup> starting: 1:16, current elements: 0, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:48:03.482 [ Info: neardup> range: 17:32, current elements: 7, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:48:03.483 [ Info: neardup> range: 33:48, current elements: 9, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:48:03.483 [ Info: neardup> range: 49:64, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:48:03.483 [ Info: neardup> range: 65:80, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:48:03.483 [ Info: neardup> range: 81:96, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:48:03.483 [ Info: neardup> range: 97:100, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:48:03.483 [ Info: neardup> finished current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-29T11:48:03.483 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000006, 0x00000007, 0x00000008, 0x0000000c, 0x0000001a, 0x0000001b, 0x00000025] D.nn = Int32[1, 2, 3, 1, 1, 6, 7, 8, 8, 6, 1, 12, 12, 12, 3, 1, 8, 12, 8, 12, 12, 8, 3, 8, 12, 26, 27, 3, 8, 7, 12, 8, 27, 8, 27, 1, 37, 12, 7, 26, 7, 8, 6, 12, 3, 1, 1, 2, 7, 6, 26, 1, 27, 8, 2, 2, 12, 3, 3, 8, 26, 8, 8, 1, 1, 6, 26, 1, 7, 26, 26, 6, 2, 1, 37, 3, 12, 1, 3, 7, 1, 12, 8, 8, 3, 12, 7, 27, 8, 3, 12, 6, 6, 26, 12, 1, 26, 12, 1, 12] D.dist = Float32[0.0, 0.0, 0.0, 0.06286442, 0.06124437, 0.0, 0.0, 0.0, 0.027726054, 0.064738214, 0.0136835575, 0.0, 0.011230469, 0.02047962, 0.03971201, 0.023097277, 0.038678467, 0.015811384, 0.0057508945, 0.039972186, 0.053337038, 0.055779338, 0.03014177, 0.03249526, 0.052800834, 0.0, 0.0, 0.031336486, 0.04156822, 0.05233395, 0.042973638, 0.0615772, 0.06054771, 0.02699542, 0.04556042, 0.04173237, 0.0, 0.06357187, 0.06875938, 0.05296153, 0.042322516, 0.0029042363, 0.02341491, 0.047714293, 0.07053006, 0.02165699, 0.059417605, 0.0017312169, 0.01946044, 0.014642775, 0.028682232, 0.0036164522, 0.01647973, 0.05659467, 0.067374825, 0.028000236, 0.07570696, 0.06090206, 0.01773274, 0.023553371, 0.041452646, 0.02210337, 0.0065811872, 0.015154481, 0.05576843, 0.023728907, 0.054221094, 0.04154426, 0.021968901, 0.038938522, 0.072396636, 0.039248943, 0.019300878, 0.033491254, 0.009067774, 0.036186874, 0.025764763, 0.049863577, 0.02857852, 0.019770026, 0.052134633, 0.034510374, 0.007893205, 0.029622674, 0.044626415, 0.020112216, 0.009041607, 0.016485274, 0.031441152, 0.031151652, 0.011416912, 0.06295544, 0.022001266, 0.014216244, 0.047266543, 0.05989659, 0.035001457, 0.025582433, 0.033437073, 0.019228935] Test Summary: | Pass Total Time neardup small block with filterblocks=false | 3 3 18.5s computing farthest point 1, dmax: Inf, imax: 15, n: 30 computing farthest point 2, dmax: 1.2280036, imax: 17, n: 30 computing farthest point 3, dmax: 0.9505307, imax: 29, n: 30 computing farthest point 4, dmax: 0.84885836, imax: 25, n: 30 computing farthest point 5, dmax: 0.8182816, imax: 10, n: 30 computing farthest point 6, dmax: 0.7455511, imax: 2, n: 30 computing farthest point 7, dmax: 0.71856177, imax: 27, n: 30 computing farthest point 8, dmax: 0.68409365, imax: 5, n: 30 computing farthest point 9, dmax: 0.63323057, imax: 30, n: 30 computing farthest point 10, dmax: 0.5279765, imax: 20, n: 30 Test Summary: | Pass Total Time farthest first traversal | 3 3 2.4s computing farthest point 1, dmax: Inf, imax: 7, n: 128 computing farthest point 2, dmax: 0.31288862, imax: 128, n: 128 computing farthest point 3, dmax: 0.2119348, imax: 26, n: 128 computing farthest point 4, dmax: 0.075668216, imax: 63, n: 128 computing farthest point 5, dmax: 0.05148971, imax: 64, n: 128 computing farthest point 6, dmax: 0.021624565, imax: 113, n: 128 computing farthest point 7, dmax: 0.018880963, imax: 1, n: 128 computing farthest point 8, dmax: 0.014246643, imax: 112, n: 128 computing farthest point 9, dmax: 0.01282233, imax: 91, n: 128 computing farthest point 10, dmax: 0.005507827, imax: 16, n: 128 computing farthest point 11, dmax: 0.005373895, imax: 14, n: 128 computing farthest point 12, dmax: 0.004591346, imax: 85, n: 128 computing farthest point 13, dmax: 0.0044552684, imax: 32, n: 128 computing farthest point 14, dmax: 0.0034589171, imax: 4, n: 128 computing farthest point 15, dmax: 0.003207922, imax: 66, n: 128 computing farthest point 16, dmax: 0.0027970076, imax: 77, n: 128 computing farthest point 17, dmax: 0.0021026134, imax: 40, n: 128 computing farthest point 18, dmax: 0.0012942553, imax: 18, n: 128 computing farthest point 19, dmax: 0.0012820363, imax: 102, n: 128 computing farthest point 20, dmax: 0.0011028647, imax: 27, n: 128 computing farthest point 21, dmax: 0.0011025667, imax: 44, n: 128 computing farthest point 22, dmax: 0.0010602474, imax: 48, n: 128 computing farthest point 23, dmax: 0.000905931, imax: 86, n: 128 computing farthest point 24, dmax: 0.00086438656, imax: 61, n: 128 computing farthest point 25, dmax: 0.00074243546, imax: 62, n: 128 computing farthest point 26, dmax: 0.0007326603, imax: 50, n: 128 computing farthest point 27, dmax: 0.0006095171, imax: 67, n: 128 computing farthest point 28, dmax: 0.00060755014, imax: 88, n: 128 computing farthest point 29, dmax: 0.0005877018, imax: 19, n: 128 computing farthest point 30, dmax: 0.0005412698, imax: 31, n: 128 computing farthest point 31, dmax: 0.0005313754, imax: 74, n: 128 computing farthest point 32, dmax: 0.00052559376, imax: 100, n: 128 computing farthest point 33, dmax: 0.0004912019, imax: 127, n: 128 (n, m, k, length(A.centers), length(C)) = (294, 190, 33, 33, 33) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 63, n: 134 computing farthest point 2, dmax: 0.4566614, imax: 33, n: 134 computing farthest point 3, dmax: 0.1400528, imax: 100, n: 134 computing farthest point 4, dmax: 0.12117714, imax: 82, n: 134 computing farthest point 5, dmax: 0.035612047, imax: 36, n: 134 computing farthest point 6, dmax: 0.030519068, imax: 15, n: 134 computing farthest point 7, dmax: 0.029392123, imax: 130, n: 134 computing farthest point 8, dmax: 0.0076071024, imax: 119, n: 134 computing farthest point 9, dmax: 0.00758785, imax: 48, n: 134 computing farthest point 10, dmax: 0.007563293, imax: 29, n: 134 computing farthest point 11, dmax: 0.007510245, imax: 102, n: 134 computing farthest point 12, dmax: 0.00733757, imax: 96, n: 134 computing farthest point 13, dmax: 0.006346941, imax: 80, n: 134 computing farthest point 14, dmax: 0.0025989413, imax: 54, n: 134 computing farthest point 15, dmax: 0.0024533868, imax: 101, n: 134 computing farthest point 16, dmax: 0.0021041632, imax: 39, n: 134 computing farthest point 17, dmax: 0.0019346476, imax: 103, n: 134 computing farthest point 18, dmax: 0.0018795729, imax: 12, n: 134 computing farthest point 19, dmax: 0.0018599629, imax: 121, n: 134 computing farthest point 20, dmax: 0.0016974807, imax: 116, n: 134 computing farthest point 21, dmax: 0.0015870929, imax: 105, n: 134 computing farthest point 22, dmax: 0.0015609264, imax: 104, n: 134 computing farthest point 23, dmax: 0.001529932, imax: 57, n: 134 computing farthest point 24, dmax: 0.00094753504, imax: 89, n: 134 computing farthest point 25, dmax: 0.0007650256, imax: 71, n: 134 computing farthest point 26, dmax: 0.0007328987, imax: 58, n: 134 computing farthest point 27, dmax: 0.0007326603, imax: 49, n: 134 computing farthest point 28, dmax: 0.0006490946, imax: 19, n: 134 computing farthest point 29, dmax: 0.0005594492, imax: 31, n: 134 computing farthest point 30, dmax: 0.00055623055, imax: 72, n: 134 computing farthest point 31, dmax: 0.0005232692, imax: 84, n: 134 computing farthest point 32, dmax: 0.00052148104, imax: 93, n: 134 computing farthest point 33, dmax: 0.00045210123, imax: 108, n: 134 computing farthest point 34, dmax: 0.00043976307, imax: 18, n: 134 computing farthest point 35, dmax: 0.0003939867, imax: 6, n: 134 (n, m, k, length(A.centers), length(C)) = (439, 208, 35, 35, 33) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 85, n: 152 computing farthest point 2, dmax: 0.30939478, imax: 13, n: 152 computing farthest point 3, dmax: 0.25053763, imax: 58, n: 152 computing farthest point 4, dmax: 0.07895529, imax: 112, n: 152 computing farthest point 5, dmax: 0.06318724, imax: 24, n: 152 computing farthest point 6, dmax: 0.019864798, imax: 101, n: 152 computing farthest point 7, dmax: 0.018409312, imax: 121, n: 152 computing farthest point 8, dmax: 0.016483068, imax: 49, n: 152 computing farthest point 9, dmax: 0.015474737, imax: 14, n: 152 computing farthest point 10, dmax: 0.0052056313, imax: 126, n: 152 computing farthest point 11, dmax: 0.004578769, imax: 96, n: 152 computing farthest point 12, dmax: 0.004376948, imax: 131, n: 152 computing farthest point 13, dmax: 0.0043054223, imax: 116, n: 152 computing farthest point 14, dmax: 0.004068792, imax: 139, n: 152 computing farthest point 15, dmax: 0.0039148927, imax: 3, n: 152 computing farthest point 16, dmax: 0.0038439631, imax: 122, n: 152 computing farthest point 17, dmax: 0.0036070943, imax: 27, n: 152 computing farthest point 18, dmax: 0.0014548302, imax: 78, n: 152 computing farthest point 19, dmax: 0.0012267828, imax: 69, n: 152 computing farthest point 20, dmax: 0.0011289716, imax: 76, n: 152 computing farthest point 21, dmax: 0.0010947585, imax: 86, n: 152 computing farthest point 22, dmax: 0.001093924, imax: 66, n: 152 computing farthest point 23, dmax: 0.0009807348, imax: 32, n: 152 computing farthest point 24, dmax: 0.00096702576, imax: 130, n: 152 computing farthest point 25, dmax: 0.000954628, imax: 133, n: 152 computing farthest point 26, dmax: 0.0009407401, imax: 151, n: 152 computing farthest point 27, dmax: 0.0009112954, imax: 37, n: 152 computing farthest point 28, dmax: 0.00088614225, imax: 28, n: 152 computing farthest point 29, dmax: 0.00087440014, imax: 135, n: 152 computing farthest point 30, dmax: 0.00083225965, imax: 64, n: 152 computing farthest point 31, dmax: 0.00067812204, imax: 71, n: 152 computing farthest point 32, dmax: 0.0006322861, imax: 94, n: 152 computing farthest point 33, dmax: 0.00058698654, imax: 125, n: 152 computing farthest point 34, dmax: 0.00040268898, imax: 20, n: 152 computing farthest point 35, dmax: 0.00036925077, imax: 23, n: 152 computing farthest point 36, dmax: 0.0003042221, imax: 138, n: 152 computing farthest point 37, dmax: 0.00029581785, imax: 83, n: 152 (n, m, k, length(A.centers), length(C)) = (659, 226, 37, 37, 35) [ Info: using 32 random queries from the dataset append_items! sp=705, ep=709, n=709, BeamSearch bsize: Int32 2 Δ: Float32 0.99f0 maxvisits: Int64 142 , 2025-06-29T11:48:19.113 append_items! sp=950, ep=954, n=954, BeamSearch bsize: Int32 2 Δ: Float32 0.99f0 maxvisits: Int64 142 , 2025-06-29T11:48:19.117 computing farthest point 1, dmax: Inf, imax: 90, n: 169 computing farthest point 2, dmax: 0.70045245, imax: 96, n: 169 computing farthest point 3, dmax: 0.19312435, imax: 1, n: 169 computing farthest point 4, dmax: 0.049807012, imax: 37, n: 169 computing farthest point 5, dmax: 0.0480839, imax: 59, n: 169 computing farthest point 6, dmax: 0.023568988, imax: 4, n: 169 computing farthest point 7, dmax: 0.012474835, imax: 53, n: 169 computing farthest point 8, dmax: 0.0119050145, imax: 111, n: 169 computing farthest point 9, dmax: 0.011788607, imax: 130, n: 169 computing farthest point 10, dmax: 0.009548128, imax: 9, n: 169 computing farthest point 11, dmax: 0.0053798556, imax: 82, n: 169 computing farthest point 12, dmax: 0.0038758516, imax: 162, n: 169 computing farthest point 13, dmax: 0.0030687451, imax: 169, n: 169 computing farthest point 14, dmax: 0.0030523539, imax: 139, n: 169 computing farthest point 15, dmax: 0.0030454993, imax: 70, n: 169 computing farthest point 16, dmax: 0.002913773, imax: 57, n: 169 computing farthest point 17, dmax: 0.0027304888, imax: 43, n: 169 computing farthest point 18, dmax: 0.0023762584, imax: 144, n: 169 computing farthest point 19, dmax: 0.0018754601, imax: 60, n: 169 computing farthest point 20, dmax: 0.0009981394, imax: 69, n: 169 computing farthest point 21, dmax: 0.00095522404, imax: 44, n: 169 computing farthest point 22, dmax: 0.0008676052, imax: 5, n: 169 computing farthest point 23, dmax: 0.0007607937, imax: 7, n: 169 computing farthest point 24, dmax: 0.0007568002, imax: 55, n: 169 computing farthest point 25, dmax: 0.0007469654, imax: 23, n: 169 computing farthest point 26, dmax: 0.00070762634, imax: 131, n: 169 computing farthest point 27, dmax: 0.0007009506, imax: 41, n: 169 computing farthest point 28, dmax: 0.0006970167, imax: 161, n: 169 computing farthest point 29, dmax: 0.00065630674, imax: 105, n: 169 computing farthest point 30, dmax: 0.0006197095, imax: 140, n: 169 computing farthest point 31, dmax: 0.00058555603, imax: 99, n: 169 computing farthest point 32, dmax: 0.00058454275, imax: 165, n: 169 computing farthest point 33, dmax: 0.0005624294, imax: 77, n: 169 computing farthest point 34, dmax: 0.0004925728, imax: 157, n: 169 computing farthest point 35, dmax: 0.0004476905, imax: 52, n: 169 computing farthest point 36, dmax: 0.00044244528, imax: 75, n: 169 computing farthest point 37, dmax: 0.0004208684, imax: 143, n: 169 computing farthest point 38, dmax: 0.000315845, imax: 46, n: 169 computing farthest point 39, dmax: 0.00028795004, imax: 11, n: 169 (n, m, k, length(A.centers), length(C)) = (989, 244, 39, 39, 37) [ Info: using 32 random queries from the dataset (i, j, d) = (3, 459, -1.1920929f-7) (i, j, d, :parallel) = (3, 459, -1.1920929f-7, :parallel) [ Info: NOTE: the exact method will be faster on small datasets due to the preprocessing step of the approximation method [ Info: ("closestpair computation time", :approx => 7.688345706, :exact => 0.127712988) Test Summary: | Pass Total Time closestpair | 5 5 8.5s computing farthest point 1, dmax: Inf, imax: 85, n: 111 computing farthest point 2, dmax: 2.9900556, imax: 76, n: 111 computing farthest point 3, dmax: 1.9702173, imax: 2, n: 111 computing farthest point 4, dmax: 1.8741045, imax: 47, n: 111 computing farthest point 5, dmax: 1.546821, imax: 3, n: 111 computing farthest point 6, dmax: 1.4987959, imax: 95, n: 111 computing farthest point 7, dmax: 1.3559651, imax: 18, n: 111 computing farthest point 8, dmax: 1.3293628, imax: 103, n: 111 computing farthest point 9, dmax: 1.2443149, imax: 96, n: 111 computing farthest point 10, dmax: 1.1983331, imax: 93, n: 111 computing farthest point 11, dmax: 1.1684761, imax: 13, n: 111 computing farthest point 12, dmax: 1.1499801, imax: 54, n: 111 computing farthest point 13, dmax: 1.0643003, imax: 14, n: 111 computing farthest point 14, dmax: 0.94900066, imax: 55, n: 111 computing farthest point 15, dmax: 0.9430929, imax: 102, n: 111 computing farthest point 16, dmax: 0.88171685, imax: 33, n: 111 computing farthest point 17, dmax: 0.83470297, imax: 17, n: 111 computing farthest point 18, dmax: 0.8325533, imax: 40, n: 111 computing farthest point 19, dmax: 0.83076274, imax: 35, n: 111 computing farthest point 20, dmax: 0.72933954, imax: 36, n: 111 computing farthest point 21, dmax: 0.7114286, imax: 7, n: 111 computing farthest point 22, dmax: 0.7084456, imax: 79, n: 111 computing farthest point 23, dmax: 0.68995315, imax: 31, n: 111 computing farthest point 24, dmax: 0.6841643, imax: 56, n: 111 computing farthest point 25, dmax: 0.68352807, imax: 21, n: 111 computing farthest point 26, dmax: 0.67561865, imax: 32, n: 111 computing farthest point 27, dmax: 0.66384345, imax: 10, n: 111 computing farthest point 28, dmax: 0.65210223, imax: 88, n: 111 computing farthest point 29, dmax: 0.63337815, imax: 4, n: 111 computing farthest point 30, dmax: 0.62181324, imax: 16, n: 111 computing farthest point 31, dmax: 0.59591, imax: 41, n: 111 computing farthest point 32, dmax: 0.5949117, imax: 34, n: 111 computing farthest point 33, dmax: 0.59356326, imax: 59, n: 111 (n, m, k, length(A.centers), length(C)) = (296, 190, 33, 33, 30) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 66, n: 133 computing farthest point 2, dmax: 2.2412453, imax: 91, n: 133 computing farthest point 3, dmax: 2.04651, imax: 130, n: 133 computing farthest point 4, dmax: 1.6459317, imax: 27, n: 133 computing farthest point 5, dmax: 1.3762542, imax: 4, n: 133 computing farthest point 6, dmax: 1.3624179, imax: 86, n: 133 computing farthest point 7, dmax: 1.2956513, imax: 21, n: 133 computing farthest point 8, dmax: 1.2159791, imax: 97, n: 133 computing farthest point 9, dmax: 1.1586869, imax: 8, n: 133 computing farthest point 10, dmax: 1.057185, imax: 35, n: 133 computing farthest point 11, dmax: 1.0470672, imax: 22, n: 133 computing farthest point 12, dmax: 1.0222658, imax: 82, n: 133 computing farthest point 13, dmax: 0.92394423, imax: 38, n: 133 computing farthest point 14, dmax: 0.9185624, imax: 64, n: 133 computing farthest point 15, dmax: 0.89524525, imax: 7, n: 133 computing farthest point 16, dmax: 0.84391063, imax: 10, n: 133 computing farthest point 17, dmax: 0.83197945, imax: 30, n: 133 computing farthest point 18, dmax: 0.80125207, imax: 50, n: 133 computing farthest point 19, dmax: 0.775089, imax: 89, n: 133 computing farthest point 20, dmax: 0.73188126, imax: 11, n: 133 computing farthest point 21, dmax: 0.72777283, imax: 117, n: 133 computing farthest point 22, dmax: 0.7195429, imax: 74, n: 133 computing farthest point 23, dmax: 0.715801, imax: 44, n: 133 computing farthest point 24, dmax: 0.7145423, imax: 92, n: 133 computing farthest point 25, dmax: 0.70356786, imax: 105, n: 133 computing farthest point 26, dmax: 0.68572444, imax: 133, n: 133 computing farthest point 27, dmax: 0.6712178, imax: 71, n: 133 computing farthest point 28, dmax: 0.6650807, imax: 25, n: 133 computing farthest point 29, dmax: 0.6495649, imax: 34, n: 133 computing farthest point 30, dmax: 0.64123315, imax: 46, n: 133 computing farthest point 31, dmax: 0.638077, imax: 76, n: 133 computing farthest point 32, dmax: 0.6308517, imax: 29, n: 133 computing farthest point 33, dmax: 0.61859417, imax: 28, n: 133 computing farthest point 34, dmax: 0.6145977, imax: 84, n: 133 computing farthest point 35, dmax: 0.60345185, imax: 127, n: 133 (n, m, k, length(A.centers), length(C)) = (440, 208, 35, 35, 33) [ Info: using 32 random queries from the dataset append_items! sp=585, ep=593, n=593, BeamSearch bsize: Int32 2 Δ: Float32 1.025f0 maxvisits: Int64 182 , 2025-06-29T11:48:41.583 append_items! sp=612, ep=620, n=620, BeamSearch bsize: Int32 2 Δ: Float32 1.025f0 maxvisits: Int64 182 , 2025-06-29T11:48:41.584 computing farthest point 1, dmax: Inf, imax: 164, n: 175 computing farthest point 2, dmax: 2.8310676, imax: 4, n: 175 computing farthest point 3, dmax: 2.292706, imax: 123, n: 175 computing farthest point 4, dmax: 1.8880273, imax: 20, n: 175 computing farthest point 5, dmax: 1.5512421, imax: 101, n: 175 computing farthest point 6, dmax: 1.549862, imax: 73, n: 175 computing farthest point 7, dmax: 1.4860252, imax: 109, n: 175 computing farthest point 8, dmax: 1.4512599, imax: 36, n: 175 computing farthest point 9, dmax: 1.2849402, imax: 81, n: 175 computing farthest point 10, dmax: 1.2282488, imax: 76, n: 175 computing farthest point 11, dmax: 1.1812143, imax: 1, n: 175 computing farthest point 12, dmax: 1.1758856, imax: 128, n: 175 computing farthest point 13, dmax: 1.0275401, imax: 85, n: 175 computing farthest point 14, dmax: 1.0110201, imax: 70, n: 175 computing farthest point 15, dmax: 0.9781658, imax: 23, n: 175 computing farthest point 16, dmax: 0.9548186, imax: 131, n: 175 computing farthest point 17, dmax: 0.8971477, imax: 38, n: 175 computing farthest point 18, dmax: 0.8925217, imax: 159, n: 175 computing farthest point 19, dmax: 0.86700827, imax: 21, n: 175 computing farthest point 20, dmax: 0.8513806, imax: 114, n: 175 computing farthest point 21, dmax: 0.8261792, imax: 156, n: 175 computing farthest point 22, dmax: 0.81271875, imax: 126, n: 175 computing farthest point 23, dmax: 0.79326576, imax: 132, n: 175 computing farthest point 24, dmax: 0.78246063, imax: 52, n: 175 computing farthest point 25, dmax: 0.7672434, imax: 130, n: 175 computing farthest point 26, dmax: 0.74033946, imax: 11, n: 175 computing farthest point 27, dmax: 0.73337156, imax: 14, n: 175 computing farthest point 28, dmax: 0.7126042, imax: 28, n: 175 computing farthest point 29, dmax: 0.701488, imax: 98, n: 175 computing farthest point 30, dmax: 0.6957633, imax: 170, n: 175 computing farthest point 31, dmax: 0.69419354, imax: 148, n: 175 computing farthest point 32, dmax: 0.6762885, imax: 79, n: 175 computing farthest point 33, dmax: 0.6750133, imax: 152, n: 175 computing farthest point 34, dmax: 0.67413574, imax: 54, n: 175 computing farthest point 35, dmax: 0.6627023, imax: 35, n: 175 computing farthest point 36, dmax: 0.64310026, imax: 6, n: 175 computing farthest point 37, dmax: 0.6376972, imax: 157, n: 175 computing farthest point 38, dmax: 0.6340448, imax: 10, n: 175 computing farthest point 39, dmax: 0.61941266, imax: 96, n: 175 (n, m, k, length(A.centers), length(C)) = (989, 244, 39, 39, 37) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 69, n: 178 computing farthest point 2, dmax: 2.88517, imax: 4, n: 178 computing farthest point 3, dmax: 1.8160388, imax: 63, n: 178 computing farthest point 4, dmax: 1.7604599, imax: 127, n: 178 computing farthest point 5, dmax: 1.7190218, imax: 53, n: 178 computing farthest point 6, dmax: 1.5288779, imax: 62, n: 178 computing farthest point 7, dmax: 1.445661, imax: 16, n: 178 computing farthest point 8, dmax: 1.4116971, imax: 94, n: 178 computing farthest point 9, dmax: 1.2973571, imax: 56, n: 178 computing farthest point 10, dmax: 1.2145655, imax: 25, n: 178 computing farthest point 11, dmax: 1.1331546, imax: 59, n: 178 computing farthest point 12, dmax: 1.0830785, imax: 18, n: 178 computing farthest point 13, dmax: 1.0532569, imax: 113, n: 178 computing farthest point 14, dmax: 1.0370523, imax: 129, n: 178 computing farthest point 15, dmax: 1.0155205, imax: 135, n: 178 computing farthest point 16, dmax: 0.9891276, imax: 1, n: 178 computing farthest point 17, dmax: 0.89087296, imax: 128, n: 178 computing farthest point 18, dmax: 0.88903195, imax: 115, n: 178 computing farthest point 19, dmax: 0.82435757, imax: 32, n: 178 computing farthest point 20, dmax: 0.80209297, imax: 51, n: 178 computing farthest point 21, dmax: 0.78674054, imax: 74, n: 178 computing farthest point 22, dmax: 0.783595, imax: 91, n: 178 computing farthest point 23, dmax: 0.7725313, imax: 64, n: 178 computing farthest point 24, dmax: 0.7457501, imax: 21, n: 178 computing farthest point 25, dmax: 0.7430325, imax: 34, n: 178 computing farthest point 26, dmax: 0.69811356, imax: 72, n: 178 computing farthest point 27, dmax: 0.697463, imax: 132, n: 178 computing farthest point 28, dmax: 0.6920271, imax: 36, n: 178 computing farthest point 29, dmax: 0.6736733, imax: 5, n: 178 computing farthest point 30, dmax: 0.66126, imax: 24, n: 178 computing farthest point 31, dmax: 0.65478104, imax: 152, n: 178 computing farthest point 32, dmax: 0.65382445, imax: 158, n: 178 computing farthest point 33, dmax: 0.6330537, imax: 168, n: 178 computing farthest point 34, dmax: 0.62945104, imax: 57, n: 178 computing farthest point 35, dmax: 0.6263317, imax: 120, n: 178 computing farthest point 36, dmax: 0.60817236, imax: 35, n: 178 computing farthest point 37, dmax: 0.6070839, imax: 70, n: 178 computing farthest point 38, dmax: 0.58294827, imax: 175, n: 178 computing farthest point 39, dmax: 0.5569045, imax: 58, n: 178 computing farthest point 40, dmax: 0.54784375, imax: 131, n: 178 computing farthest point 41, dmax: 0.5475008, imax: 80, n: 178 computing farthest point 42, dmax: 0.54713756, imax: 49, n: 178 (n, m, k, length(A.centers), length(C)) = (1484, 273, 42, 42, 38) [ Info: using 32 random queries from the dataset append_items! sp=1548, ep=1556, n=1556, BeamSearch bsize: Int32 2 Δ: Float32 1.075f0 maxvisits: Int64 390 , 2025-06-29T11:48:41.658 computing farthest point 1, dmax: Inf, imax: 30, n: 200 computing farthest point 2, dmax: 3.038102, imax: 1, n: 200 computing farthest point 3, dmax: 2.4180286, imax: 140, n: 200 computing farthest point 4, dmax: 1.9657928, imax: 21, n: 200 computing farthest point 5, dmax: 1.8234291, imax: 152, n: 200 computing farthest point 6, dmax: 1.8100265, imax: 113, n: 200 computing farthest point 7, dmax: 1.6197574, imax: 75, n: 200 computing farthest point 8, dmax: 1.5637729, imax: 22, n: 200 computing farthest point 9, dmax: 1.533508, imax: 156, n: 200 computing farthest point 10, dmax: 1.3519145, imax: 42, n: 200 computing farthest point 11, dmax: 1.2293293, imax: 109, n: 200 computing farthest point 12, dmax: 1.1563574, imax: 107, n: 200 computing farthest point 13, dmax: 1.1247839, imax: 9, n: 200 computing farthest point 14, dmax: 1.0900631, imax: 67, n: 200 computing farthest point 15, dmax: 1.0393656, imax: 69, n: 200 computing farthest point 16, dmax: 1.001345, imax: 193, n: 200 computing farthest point 17, dmax: 0.9930222, imax: 187, n: 200 computing farthest point 18, dmax: 0.9155733, imax: 32, n: 200 computing farthest point 19, dmax: 0.88661885, imax: 33, n: 200 computing farthest point 20, dmax: 0.86505365, imax: 3, n: 200 computing farthest point 21, dmax: 0.854733, imax: 62, n: 200 computing farthest point 22, dmax: 0.8529436, imax: 130, n: 200 computing farthest point 23, dmax: 0.8086077, imax: 98, n: 200 computing farthest point 24, dmax: 0.7734777, imax: 165, n: 200 computing farthest point 25, dmax: 0.7687891, imax: 71, n: 200 computing farthest point 26, dmax: 0.7606794, imax: 111, n: 200 computing farthest point 27, dmax: 0.7543287, imax: 96, n: 200 computing farthest point 28, dmax: 0.7213235, imax: 17, n: 200 computing farthest point 29, dmax: 0.7186753, imax: 23, n: 200 computing farthest point 30, dmax: 0.6982338, imax: 52, n: 200 computing farthest point 31, dmax: 0.6929194, imax: 64, n: 200 computing farthest point 32, dmax: 0.67187923, imax: 41, n: 200 computing farthest point 33, dmax: 0.66391325, imax: 169, n: 200 computing farthest point 34, dmax: 0.6574145, imax: 13, n: 200 computing farthest point 35, dmax: 0.654773, imax: 99, n: 200 computing farthest point 36, dmax: 0.6458408, imax: 182, n: 200 computing farthest point 37, dmax: 0.64424866, imax: 81, n: 200 computing farthest point 38, dmax: 0.6204851, imax: 2, n: 200 computing farthest point 39, dmax: 0.6016503, imax: 29, n: 200 computing farthest point 40, dmax: 0.59412277, imax: 151, n: 200 computing farthest point 41, dmax: 0.5771877, imax: 145, n: 200 computing farthest point 42, dmax: 0.5771448, imax: 83, n: 200 computing farthest point 43, dmax: 0.57487166, imax: 135, n: 200 computing farthest point 44, dmax: 0.57311124, imax: 172, n: 200 (n, m, k, length(A.centers), length(C)) = (2222, 292, 44, 44, 42) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 149, n: 231 computing farthest point 2, dmax: 2.7936993, imax: 99, n: 231 computing farthest point 3, dmax: 2.0213742, imax: 30, n: 231 computing farthest point 4, dmax: 1.6932542, imax: 111, n: 231 computing farthest point 5, dmax: 1.6700855, imax: 160, n: 231 computing farthest point 6, dmax: 1.6117831, imax: 207, n: 231 computing farthest point 7, dmax: 1.4923185, imax: 80, n: 231 computing farthest point 8, dmax: 1.423537, imax: 72, n: 231 computing farthest point 9, dmax: 1.3234437, imax: 23, n: 231 computing farthest point 10, dmax: 1.3061005, imax: 2, n: 231 computing farthest point 11, dmax: 1.2736232, imax: 158, n: 231 computing farthest point 12, dmax: 1.2386185, imax: 46, n: 231 computing farthest point 13, dmax: 1.0982738, imax: 48, n: 231 computing farthest point 14, dmax: 1.0812771, imax: 125, n: 231 computing farthest point 15, dmax: 1.0767498, imax: 137, n: 231 computing farthest point 16, dmax: 1.0205115, imax: 59, n: 231 computing farthest point 17, dmax: 0.9837601, imax: 155, n: 231 computing farthest point 18, dmax: 0.9476814, imax: 17, n: 231 computing farthest point 19, dmax: 0.93751293, imax: 74, n: 231 computing farthest point 20, dmax: 0.84300643, imax: 173, n: 231 computing farthest point 21, dmax: 0.81412774, imax: 203, n: 231 computing farthest point 22, dmax: 0.8118276, imax: 50, n: 231 computing farthest point 23, dmax: 0.7923871, imax: 33, n: 231 computing farthest point 24, dmax: 0.7885623, imax: 110, n: 231 computing farthest point 25, dmax: 0.7809111, imax: 225, n: 231 computing farthest point 26, dmax: 0.7690811, imax: 28, n: 231 computing farthest point 27, dmax: 0.70934206, imax: 68, n: 231 computing farthest point 28, dmax: 0.70263, imax: 220, n: 231 computing farthest point 29, dmax: 0.6835766, imax: 153, n: 231 computing farthest point 30, dmax: 0.67548347, imax: 70, n: 231 computing farthest point 31, dmax: 0.6734817, imax: 58, n: 231 computing farthest point 32, dmax: 0.65381205, imax: 32, n: 231 computing farthest point 33, dmax: 0.64297754, imax: 139, n: 231 computing farthest point 34, dmax: 0.63700014, imax: 171, n: 231 computing farthest point 35, dmax: 0.6362845, imax: 150, n: 231 computing farthest point 36, dmax: 0.63296926, imax: 9, n: 231 computing farthest point 37, dmax: 0.6280527, imax: 115, n: 231 computing farthest point 38, dmax: 0.62781495, imax: 221, n: 231 computing farthest point 39, dmax: 0.6204432, imax: 22, n: 231 computing farthest point 40, dmax: 0.6178285, imax: 34, n: 231 computing farthest point 41, dmax: 0.61475134, imax: 147, n: 231 computing farthest point 42, dmax: 0.61079, imax: 129, n: 231 computing farthest point 43, dmax: 0.60951936, imax: 18, n: 231 computing farthest point 44, dmax: 0.60269177, imax: 196, n: 231 computing farthest point 45, dmax: 0.59287894, imax: 19, n: 231 computing farthest point 46, dmax: 0.589278, imax: 180, n: 231 (n, m, k, length(A.centers), length(C)) = (3329, 312, 46, 46, 41) [ Info: using 32 random queries from the dataset append_items! sp=3420, ep=3428, n=3428, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 322 , 2025-06-29T11:48:41.729 append_items! sp=4104, ep=4112, n=4112, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 322 , 2025-06-29T11:48:41.742 computing farthest point 1, dmax: Inf, imax: 154, n: 241 computing farthest point 2, dmax: 2.5792308, imax: 8, n: 241 computing farthest point 3, dmax: 1.8357182, imax: 29, n: 241 computing farthest point 4, dmax: 1.6046728, imax: 35, n: 241 computing farthest point 5, dmax: 1.5393329, imax: 39, n: 241 computing farthest point 6, dmax: 1.4815719, imax: 197, n: 241 computing farthest point 7, dmax: 1.4658084, imax: 69, n: 241 computing farthest point 8, dmax: 1.4152405, imax: 113, n: 241 computing farthest point 9, dmax: 1.3903508, imax: 121, n: 241 computing farthest point 10, dmax: 1.3761278, imax: 209, n: 241 computing farthest point 11, dmax: 1.2604303, imax: 117, n: 241 computing farthest point 12, dmax: 1.2489209, imax: 98, n: 241 computing farthest point 13, dmax: 1.2156786, imax: 101, n: 241 computing farthest point 14, dmax: 1.1693932, imax: 50, n: 241 computing farthest point 15, dmax: 1.1220737, imax: 147, n: 241 computing farthest point 16, dmax: 1.0072764, imax: 213, n: 241 computing farthest point 17, dmax: 0.9357292, imax: 125, n: 241 computing farthest point 18, dmax: 0.8798887, imax: 15, n: 241 computing farthest point 19, dmax: 0.86871934, imax: 225, n: 241 computing farthest point 20, dmax: 0.83567804, imax: 149, n: 241 computing farthest point 21, dmax: 0.8347127, imax: 120, n: 241 computing farthest point 22, dmax: 0.8095678, imax: 228, n: 241 computing farthest point 23, dmax: 0.7998762, imax: 181, n: 241 computing farthest point 24, dmax: 0.7915351, imax: 17, n: 241 computing farthest point 25, dmax: 0.79144084, imax: 54, n: 241 computing farthest point 26, dmax: 0.7753277, imax: 116, n: 241 computing farthest point 27, dmax: 0.75341994, imax: 81, n: 241 computing farthest point 28, dmax: 0.74816287, imax: 56, n: 241 computing farthest point 29, dmax: 0.7308521, imax: 63, n: 241 computing farthest point 30, dmax: 0.7280272, imax: 114, n: 241 computing farthest point 31, dmax: 0.7106273, imax: 192, n: 241 computing farthest point 32, dmax: 0.7039169, imax: 93, n: 241 computing farthest point 33, dmax: 0.7028002, imax: 46, n: 241 computing farthest point 34, dmax: 0.6869994, imax: 110, n: 241 computing farthest point 35, dmax: 0.68042356, imax: 128, n: 241 computing farthest point 36, dmax: 0.67247635, imax: 127, n: 241 computing farthest point 37, dmax: 0.6613343, imax: 1, n: 241 computing farthest point 38, dmax: 0.65435123, imax: 118, n: 241 computing farthest point 39, dmax: 0.65360165, imax: 170, n: 241 computing farthest point 40, dmax: 0.6418832, imax: 2, n: 241 computing farthest point 41, dmax: 0.6379613, imax: 203, n: 241 computing farthest point 42, dmax: 0.6337194, imax: 139, n: 241 computing farthest point 43, dmax: 0.6241728, imax: 206, n: 241 computing farthest point 44, dmax: 0.61772317, imax: 48, n: 241 computing farthest point 45, dmax: 0.6111477, imax: 40, n: 241 computing farthest point 46, dmax: 0.58091414, imax: 238, n: 241 computing farthest point 47, dmax: 0.5785707, imax: 138, n: 241 computing farthest point 48, dmax: 0.5770541, imax: 30, n: 241 (n, m, k, length(A.centers), length(C)) = (4994, 333, 48, 48, 45) [ Info: using 32 random queries from the dataset append_items! sp=5922, ep=5930, n=5930, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:41.805 append_items! sp=7380, ep=7388, n=7388, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:41.837 computing farthest point 1, dmax: Inf, imax: 71, n: 271 computing farthest point 2, dmax: 2.623702, imax: 51, n: 271 computing farthest point 3, dmax: 1.9948975, imax: 55, n: 271 computing farthest point 4, dmax: 1.6325064, imax: 113, n: 271 computing farthest point 5, dmax: 1.5686873, imax: 1, n: 271 computing farthest point 6, dmax: 1.4811579, imax: 23, n: 271 computing farthest point 7, dmax: 1.3649328, imax: 103, n: 271 computing farthest point 8, dmax: 1.346905, imax: 85, n: 271 computing farthest point 9, dmax: 1.2160825, imax: 116, n: 271 computing farthest point 10, dmax: 1.2028157, imax: 50, n: 271 computing farthest point 11, dmax: 1.11803, imax: 149, n: 271 computing farthest point 12, dmax: 1.1023585, imax: 232, n: 271 computing farthest point 13, dmax: 1.1001943, imax: 40, n: 271 computing farthest point 14, dmax: 1.0811847, imax: 14, n: 271 computing farthest point 15, dmax: 1.0630267, imax: 2, n: 271 computing farthest point 16, dmax: 1.0623946, imax: 19, n: 271 computing farthest point 17, dmax: 1.0380354, imax: 12, n: 271 computing farthest point 18, dmax: 1.0167302, imax: 122, n: 271 computing farthest point 19, dmax: 0.98938066, imax: 120, n: 271 computing farthest point 20, dmax: 0.9561426, imax: 21, n: 271 computing farthest point 21, dmax: 0.91571385, imax: 193, n: 271 computing farthest point 22, dmax: 0.85952437, imax: 15, n: 271 computing farthest point 23, dmax: 0.84847826, imax: 36, n: 271 computing farthest point 24, dmax: 0.84558517, imax: 180, n: 271 computing farthest point 25, dmax: 0.8414822, imax: 124, n: 271 computing farthest point 26, dmax: 0.8324485, imax: 227, n: 271 computing farthest point 27, dmax: 0.8290529, imax: 90, n: 271 computing farthest point 28, dmax: 0.8229879, imax: 194, n: 271 computing farthest point 29, dmax: 0.81072646, imax: 89, n: 271 computing farthest point 30, dmax: 0.75382453, imax: 169, n: 271 computing farthest point 31, dmax: 0.7422135, imax: 34, n: 271 computing farthest point 32, dmax: 0.7393276, imax: 261, n: 271 computing farthest point 33, dmax: 0.7180173, imax: 197, n: 271 computing farthest point 34, dmax: 0.708489, imax: 99, n: 271 computing farthest point 35, dmax: 0.6994455, imax: 233, n: 271 computing farthest point 36, dmax: 0.6949396, imax: 3, n: 271 computing farthest point 37, dmax: 0.69176376, imax: 181, n: 271 computing farthest point 38, dmax: 0.6789975, imax: 92, n: 271 computing farthest point 39, dmax: 0.6581085, imax: 125, n: 271 computing farthest point 40, dmax: 0.6332989, imax: 134, n: 271 computing farthest point 41, dmax: 0.6280555, imax: 187, n: 271 computing farthest point 42, dmax: 0.62399364, imax: 22, n: 271 computing farthest point 43, dmax: 0.6220481, imax: 249, n: 271 computing farthest point 44, dmax: 0.6207892, imax: 43, n: 271 computing farthest point 45, dmax: 0.6184159, imax: 41, n: 271 computing farthest point 46, dmax: 0.615544, imax: 93, n: 271 computing farthest point 47, dmax: 0.6131558, imax: 30, n: 271 computing farthest point 48, dmax: 0.60609883, imax: 184, n: 271 computing farthest point 49, dmax: 0.5784535, imax: 254, n: 271 computing farthest point 50, dmax: 0.5648675, imax: 242, n: 271 (n, m, k, length(A.centers), length(C)) = (7487, 354, 50, 50, 45) [ Info: using 32 random queries from the dataset append_items! sp=8892, ep=8900, n=8900, BeamSearch bsize: Int32 6 Δ: Float32 1.1f0 maxvisits: Int64 464 , 2025-06-29T11:48:41.913 append_items! sp=9396, ep=9404, n=9404, BeamSearch bsize: Int32 6 Δ: Float32 1.1f0 maxvisits: Int64 464 , 2025-06-29T11:48:41.931 append_items! sp=11079, ep=11087, n=11087, BeamSearch bsize: Int32 6 Δ: Float32 1.1f0 maxvisits: Int64 464 , 2025-06-29T11:48:41.999 append_items! sp=11322, ep=11330, n=11330, BeamSearch bsize: Int32 6 Δ: Float32 1.1f0 maxvisits: Int64 464 , 2025-06-29T11:48:42.008 computing farthest point 1, dmax: Inf, imax: 133, n: 319 computing farthest point 2, dmax: 2.3407466, imax: 257, n: 319 computing farthest point 3, dmax: 1.7765969, imax: 110, n: 319 computing farthest point 4, dmax: 1.7471105, imax: 6, n: 319 computing farthest point 5, dmax: 1.5519845, imax: 230, n: 319 computing farthest point 6, dmax: 1.5061612, imax: 192, n: 319 computing farthest point 7, dmax: 1.3699358, imax: 5, n: 319 computing farthest point 8, dmax: 1.3407252, imax: 63, n: 319 computing farthest point 9, dmax: 1.295664, imax: 315, n: 319 computing farthest point 10, dmax: 1.2761395, imax: 81, n: 319 computing farthest point 11, dmax: 1.2561072, imax: 132, n: 319 computing farthest point 12, dmax: 1.2298186, imax: 4, n: 319 computing farthest point 13, dmax: 1.2002556, imax: 208, n: 319 computing farthest point 14, dmax: 1.1383559, imax: 129, n: 319 computing farthest point 15, dmax: 1.038491, imax: 259, n: 319 computing farthest point 16, dmax: 1.0197047, imax: 141, n: 319 computing farthest point 17, dmax: 1.0166605, imax: 184, n: 319 computing farthest point 18, dmax: 1.0038422, imax: 155, n: 319 computing farthest point 19, dmax: 0.8695745, imax: 207, n: 319 computing farthest point 20, dmax: 0.84031826, imax: 21, n: 319 computing farthest point 21, dmax: 0.83985835, imax: 43, n: 319 computing farthest point 22, dmax: 0.83729386, imax: 271, n: 319 computing farthest point 23, dmax: 0.8299201, imax: 70, n: 319 computing farthest point 24, dmax: 0.82761043, imax: 170, n: 319 computing farthest point 25, dmax: 0.82027286, imax: 11, n: 319 computing farthest point 26, dmax: 0.8036853, imax: 168, n: 319 computing farthest point 27, dmax: 0.78143656, imax: 125, n: 319 computing farthest point 28, dmax: 0.77694225, imax: 41, n: 319 computing farthest point 29, dmax: 0.76352745, imax: 199, n: 319 computing farthest point 30, dmax: 0.7631062, imax: 7, n: 319 computing farthest point 31, dmax: 0.74717206, imax: 61, n: 319 computing farthest point 32, dmax: 0.7354285, imax: 32, n: 319 computing farthest point 33, dmax: 0.70412964, imax: 310, n: 319 computing farthest point 34, dmax: 0.670899, imax: 317, n: 319 computing farthest point 35, dmax: 0.66479236, imax: 36, n: 319 computing farthest point 36, dmax: 0.6518454, imax: 9, n: 319 computing farthest point 37, dmax: 0.6479115, imax: 44, n: 319 computing farthest point 38, dmax: 0.6461535, imax: 53, n: 319 computing farthest point 39, dmax: 0.6388028, imax: 153, n: 319 computing farthest point 40, dmax: 0.6361642, imax: 272, n: 319 computing farthest point 41, dmax: 0.62288004, imax: 312, n: 319 computing farthest point 42, dmax: 0.61836195, imax: 265, n: 319 computing farthest point 43, dmax: 0.6154677, imax: 31, n: 319 computing farthest point 44, dmax: 0.608092, imax: 87, n: 319 computing farthest point 45, dmax: 0.58841103, imax: 256, n: 319 computing farthest point 46, dmax: 0.5882092, imax: 8, n: 319 computing farthest point 47, dmax: 0.58578545, imax: 206, n: 319 computing farthest point 48, dmax: 0.5857469, imax: 273, n: 319 computing farthest point 49, dmax: 0.57636875, imax: 223, n: 319 computing farthest point 50, dmax: 0.56635845, imax: 249, n: 319 computing farthest point 51, dmax: 0.5616166, imax: 260, n: 319 computing farthest point 52, dmax: 0.55331343, imax: 215, n: 319 computing farthest point 53, dmax: 0.5517494, imax: 116, n: 319 computing farthest point 54, dmax: 0.53758305, imax: 121, n: 319 computing farthest point 55, dmax: 0.53302777, imax: 2, n: 319 (n, m, k, length(A.centers), length(C)) = (16838, 408, 55, 55, 52) [ Info: using 32 random queries from the dataset append_items! sp=16965, ep=16973, n=16973, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.289 append_items! sp=16983, ep=16991, n=16991, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.290 append_items! sp=17091, ep=17099, n=17099, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.294 append_items! sp=18243, ep=18251, n=18251, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.336 append_items! sp=18450, ep=18458, n=18458, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.345 append_items! sp=21060, ep=21068, n=21068, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.449 append_items! sp=21384, ep=21392, n=21392, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.463 append_items! sp=22266, ep=22274, n=22274, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.499 append_items! sp=24219, ep=24227, n=24227, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 344 , 2025-06-29T11:48:42.583 computing farthest point 1, dmax: Inf, imax: 53, n: 305 computing farthest point 2, dmax: 2.9725535, imax: 2, n: 305 computing farthest point 3, dmax: 2.3288443, imax: 179, n: 305 computing farthest point 4, dmax: 1.9306477, imax: 82, n: 305 computing farthest point 5, dmax: 1.7026646, imax: 226, n: 305 computing farthest point 6, dmax: 1.6974856, imax: 215, n: 305 computing farthest point 7, dmax: 1.5925478, imax: 198, n: 305 computing farthest point 8, dmax: 1.4457189, imax: 47, n: 305 computing farthest point 9, dmax: 1.4322362, imax: 79, n: 305 computing farthest point 10, dmax: 1.303152, imax: 46, n: 305 computing farthest point 11, dmax: 1.2803371, imax: 288, n: 305 computing farthest point 12, dmax: 1.1326957, imax: 268, n: 305 computing farthest point 13, dmax: 1.0711782, imax: 16, n: 305 computing farthest point 14, dmax: 1.0687809, imax: 42, n: 305 computing farthest point 15, dmax: 1.0676327, imax: 126, n: 305 computing farthest point 16, dmax: 1.0353122, imax: 21, n: 305 computing farthest point 17, dmax: 0.9637064, imax: 57, n: 305 computing farthest point 18, dmax: 0.940779, imax: 260, n: 305 computing farthest point 19, dmax: 0.9339697, imax: 17, n: 305 computing farthest point 20, dmax: 0.9093131, imax: 177, n: 305 computing farthest point 21, dmax: 0.8675055, imax: 56, n: 305 computing farthest point 22, dmax: 0.86437976, imax: 78, n: 305 computing farthest point 23, dmax: 0.8602437, imax: 222, n: 305 computing farthest point 24, dmax: 0.84741664, imax: 257, n: 305 computing farthest point 25, dmax: 0.8274639, imax: 159, n: 305 computing farthest point 26, dmax: 0.8142893, imax: 218, n: 305 computing farthest point 27, dmax: 0.7979662, imax: 104, n: 305 computing farthest point 28, dmax: 0.77968705, imax: 166, n: 305 computing farthest point 29, dmax: 0.76960087, imax: 7, n: 305 computing farthest point 30, dmax: 0.76938325, imax: 234, n: 305 computing farthest point 31, dmax: 0.73531365, imax: 136, n: 305 computing farthest point 32, dmax: 0.71982783, imax: 60, n: 305 computing farthest point 33, dmax: 0.71399945, imax: 165, n: 305 computing farthest point 34, dmax: 0.68886954, imax: 189, n: 305 computing farthest point 35, dmax: 0.6790263, imax: 101, n: 305 computing farthest point 36, dmax: 0.67264444, imax: 38, n: 305 computing farthest point 37, dmax: 0.67176944, imax: 158, n: 305 computing farthest point 38, dmax: 0.6508727, imax: 273, n: 305 computing farthest point 39, dmax: 0.64771354, imax: 36, n: 305 computing farthest point 40, dmax: 0.645882, imax: 149, n: 305 computing farthest point 41, dmax: 0.64553297, imax: 161, n: 305 computing farthest point 42, dmax: 0.64165145, imax: 90, n: 305 computing farthest point 43, dmax: 0.6144219, imax: 212, n: 305 computing farthest point 44, dmax: 0.6134665, imax: 134, n: 305 computing farthest point 45, dmax: 0.61218756, imax: 20, n: 305 computing farthest point 46, dmax: 0.6115072, imax: 71, n: 305 computing farthest point 47, dmax: 0.6083648, imax: 168, n: 305 computing farthest point 48, dmax: 0.59500736, imax: 144, n: 305 computing farthest point 49, dmax: 0.5932858, imax: 264, n: 305 computing farthest point 50, dmax: 0.5900088, imax: 160, n: 305 computing farthest point 51, dmax: 0.58923125, imax: 278, n: 305 computing farthest point 52, dmax: 0.5766053, imax: 89, n: 305 computing farthest point 53, dmax: 0.57329136, imax: 150, n: 305 computing farthest point 54, dmax: 0.5669574, imax: 76, n: 305 computing farthest point 55, dmax: 0.5654022, imax: 31, n: 305 computing farthest point 56, dmax: 0.5534722, imax: 87, n: 305 computing farthest point 57, dmax: 0.55045706, imax: 65, n: 305 (n, m, k, length(A.centers), length(C)) = (25253, 431, 57, 57, 53) [ Info: using 32 random queries from the dataset append_items! sp=26307, ep=26315, n=26315, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:42.733 append_items! sp=27189, ep=27197, n=27197, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:42.787 append_items! sp=27594, ep=27602, n=27602, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:42.811 append_items! sp=28899, ep=28907, n=28907, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:42.898 append_items! sp=29682, ep=29690, n=29690, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:42.949 append_items! sp=30636, ep=30644, n=30644, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.011 append_items! sp=31032, ep=31040, n=31040, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.037 append_items! sp=31059, ep=31067, n=31067, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.039 append_items! sp=32589, ep=32597, n=32597, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.145 append_items! sp=32724, ep=32732, n=32732, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.154 append_items! sp=32967, ep=32975, n=32975, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.170 append_items! sp=33390, ep=33398, n=33398, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.200 append_items! sp=34839, ep=34847, n=34847, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.302 append_items! sp=35820, ep=35828, n=35828, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.370 append_items! sp=36279, ep=36287, n=36287, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.403 append_items! sp=36936, ep=36944, n=36944, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.450 append_items! sp=37350, ep=37358, n=37358, BeamSearch bsize: Int32 4 Δ: Float32 1.1f0 maxvisits: Int64 444 , 2025-06-29T11:48:43.480 computing farthest point 1, dmax: Inf, imax: 99, n: 327 computing farthest point 2, dmax: 2.7063437, imax: 132, n: 327 computing farthest point 3, dmax: 1.9312708, imax: 162, n: 327 computing farthest point 4, dmax: 1.8326782, imax: 223, n: 327 computing farthest point 5, dmax: 1.6329213, imax: 290, n: 327 computing farthest point 6, dmax: 1.4974118, imax: 59, n: 327 computing farthest point 7, dmax: 1.4758998, imax: 134, n: 327 computing farthest point 8, dmax: 1.4296516, imax: 16, n: 327 computing farthest point 9, dmax: 1.1705644, imax: 11, n: 327 computing farthest point 10, dmax: 1.1512021, imax: 174, n: 327 computing farthest point 11, dmax: 1.1405401, imax: 124, n: 327 computing farthest point 12, dmax: 1.0563226, imax: 103, n: 327 computing farthest point 13, dmax: 1.038419, imax: 143, n: 327 computing farthest point 14, dmax: 1.0234694, imax: 5, n: 327 computing farthest point 15, dmax: 1.0233043, imax: 304, n: 327 computing farthest point 16, dmax: 0.9722355, imax: 187, n: 327 computing farthest point 17, dmax: 0.9564895, imax: 98, n: 327 computing farthest point 18, dmax: 0.91830754, imax: 236, n: 327 computing farthest point 19, dmax: 0.88742524, imax: 25, n: 327 computing farthest point 20, dmax: 0.8722018, imax: 253, n: 327 computing farthest point 21, dmax: 0.8703564, imax: 67, n: 327 computing farthest point 22, dmax: 0.87024623, imax: 129, n: 327 computing farthest point 23, dmax: 0.84410536, imax: 201, n: 327 computing farthest point 24, dmax: 0.8249903, imax: 128, n: 327 computing farthest point 25, dmax: 0.784831, imax: 228, n: 327 computing farthest point 26, dmax: 0.7508894, imax: 262, n: 327 computing farthest point 27, dmax: 0.7501103, imax: 136, n: 327 computing farthest point 28, dmax: 0.7460643, imax: 291, n: 327 computing farthest point 29, dmax: 0.74572253, imax: 302, n: 327 computing farthest point 30, dmax: 0.73655474, imax: 138, n: 327 computing farthest point 31, dmax: 0.72728914, imax: 55, n: 327 computing farthest point 32, dmax: 0.7243754, imax: 278, n: 327 computing farthest point 33, dmax: 0.72371846, imax: 215, n: 327 computing farthest point 34, dmax: 0.71495265, imax: 57, n: 327 computing farthest point 35, dmax: 0.6888548, imax: 180, n: 327 computing farthest point 36, dmax: 0.67991626, imax: 192, n: 327 computing farthest point 37, dmax: 0.6762743, imax: 217, n: 327 computing farthest point 38, dmax: 0.67611164, imax: 79, n: 327 computing farthest point 39, dmax: 0.6660546, imax: 84, n: 327 computing farthest point 40, dmax: 0.6634267, imax: 127, n: 327 computing farthest point 41, dmax: 0.65718573, imax: 316, n: 327 computing farthest point 42, dmax: 0.6505399, imax: 233, n: 327 computing farthest point 43, dmax: 0.64983344, imax: 225, n: 327 computing farthest point 44, dmax: 0.63416815, imax: 23, n: 327 computing farthest point 45, dmax: 0.6341308, imax: 256, n: 327 computing farthest point 46, dmax: 0.6331708, imax: 178, n: 327 computing farthest point 47, dmax: 0.63288146, imax: 269, n: 327 computing farthest point 48, dmax: 0.6010378, imax: 254, n: 327 computing farthest point 49, dmax: 0.5963405, imax: 300, n: 327 computing farthest point 50, dmax: 0.5850319, imax: 287, n: 327 computing farthest point 51, dmax: 0.5761039, imax: 196, n: 327 computing farthest point 52, dmax: 0.57552594, imax: 231, n: 327 computing farthest point 53, dmax: 0.569954, imax: 173, n: 327 computing farthest point 54, dmax: 0.5660439, imax: 8, n: 327 computing farthest point 55, dmax: 0.55014753, imax: 97, n: 327 computing farthest point 56, dmax: 0.54930043, imax: 26, n: 327 computing farthest point 57, dmax: 0.5459374, imax: 85, n: 327 computing farthest point 58, dmax: 0.53944325, imax: 150, n: 327 computing farthest point 59, dmax: 0.53838325, imax: 93, n: 327 (n, m, k, length(A.centers), length(C)) = (37880, 454, 59, 59, 53) [ Info: using 32 random queries from the dataset append_items! sp=38196, ep=38204, n=38204, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.581 append_items! sp=38619, ep=38627, n=38627, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.606 append_items! sp=39276, ep=39284, n=39284, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.647 append_items! sp=39735, ep=39743, n=39743, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.674 append_items! sp=42687, ep=42695, n=42695, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.846 append_items! sp=43002, ep=43010, n=43010, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.865 append_items! sp=43173, ep=43181, n=43181, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.875 append_items! sp=43533, ep=43541, n=43541, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.896 append_items! sp=43983, ep=43991, n=43991, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.921 append_items! sp=44451, ep=44459, n=44459, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.951 append_items! sp=44568, ep=44576, n=44576, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.962 append_items! sp=44847, ep=44855, n=44855, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:43.979 append_items! sp=45621, ep=45629, n=45629, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.023 append_items! sp=45972, ep=45980, n=45980, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.064 append_items! sp=45999, ep=46007, n=46007, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.066 append_items! sp=47907, ep=47915, n=47915, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.185 append_items! sp=47979, ep=47987, n=47987, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.190 append_items! sp=48672, ep=48680, n=48680, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.238 append_items! sp=49635, ep=49643, n=49643, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.300 append_items! sp=49923, ep=49931, n=49931, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.319 append_items! sp=50508, ep=50516, n=50516, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.358 append_items! sp=50805, ep=50813, n=50813, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.378 append_items! sp=50850, ep=50858, n=50858, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.381 append_items! sp=50976, ep=50984, n=50984, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.389 append_items! sp=52029, ep=52037, n=52037, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.460 append_items! sp=53622, ep=53630, n=53630, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.569 append_items! sp=54171, ep=54179, n=54179, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.608 append_items! sp=55305, ep=55313, n=55313, BeamSearch bsize: Int32 2 Δ: Float32 1.0f0 maxvisits: Int64 420 , 2025-06-29T11:48:44.687 computing farthest point 1, dmax: Inf, imax: 321, n: 384 computing farthest point 2, dmax: 2.4235454, imax: 39, n: 384 computing farthest point 3, dmax: 1.941673, imax: 193, n: 384 computing farthest point 4, dmax: 1.7297105, imax: 184, n: 384 computing farthest point 5, dmax: 1.5413967, imax: 54, n: 384 computing farthest point 6, dmax: 1.5382495, imax: 29, n: 384 computing farthest point 7, dmax: 1.440705, imax: 289, n: 384 computing farthest point 8, dmax: 1.3768277, imax: 103, n: 384 computing farthest point 9, dmax: 1.3532034, imax: 255, n: 384 computing farthest point 10, dmax: 1.2998954, imax: 125, n: 384 computing farthest point 11, dmax: 1.281861, imax: 324, n: 384 computing farthest point 12, dmax: 1.2320092, imax: 199, n: 384 computing farthest point 13, dmax: 1.2206569, imax: 127, n: 384 computing farthest point 14, dmax: 1.1328719, imax: 76, n: 384 computing farthest point 15, dmax: 1.092256, imax: 6, n: 384 computing farthest point 16, dmax: 1.0404478, imax: 9, n: 384 computing farthest point 17, dmax: 1.0200747, imax: 5, n: 384 computing farthest point 18, dmax: 1.0006428, imax: 200, n: 384 computing farthest point 19, dmax: 0.98411965, imax: 166, n: 384 computing farthest point 20, dmax: 0.9636325, imax: 95, n: 384 computing farthest point 21, dmax: 0.9480178, imax: 220, n: 384 computing farthest point 22, dmax: 0.94754875, imax: 177, n: 384 computing farthest point 23, dmax: 0.944856, imax: 1, n: 384 computing farthest point 24, dmax: 0.9260455, imax: 2, n: 384 computing farthest point 25, dmax: 0.8809912, imax: 260, n: 384 computing farthest point 26, dmax: 0.85288215, imax: 37, n: 384 computing farthest point 27, dmax: 0.8495058, imax: 31, n: 384 computing farthest point 28, dmax: 0.83506155, imax: 374, n: 384 computing farthest point 29, dmax: 0.8283257, imax: 84, n: 384 computing farthest point 30, dmax: 0.8210556, imax: 56, n: 384 computing farthest point 31, dmax: 0.8126334, imax: 61, n: 384 computing farthest point 32, dmax: 0.8102618, imax: 292, n: 384 computing farthest point 33, dmax: 0.8094472, imax: 101, n: 384 computing farthest point 34, dmax: 0.7955933, imax: 107, n: 384 computing farthest point 35, dmax: 0.76489186, imax: 282, n: 384 computing farthest point 36, dmax: 0.74085647, imax: 367, n: 384 computing farthest point 37, dmax: 0.70041305, imax: 312, n: 384 computing farthest point 38, dmax: 0.69434357, imax: 206, n: 384 computing farthest point 39, dmax: 0.68158764, imax: 28, n: 384 computing farthest point 40, dmax: 0.6720859, imax: 35, n: 384 computing farthest point 41, dmax: 0.6438748, imax: 73, n: 384 computing farthest point 42, dmax: 0.63444966, imax: 16, n: 384 computing farthest point 43, dmax: 0.6304729, imax: 208, n: 384 computing farthest point 44, dmax: 0.6260777, imax: 74, n: 384 computing farthest point 45, dmax: 0.62185085, imax: 378, n: 384 computing farthest point 46, dmax: 0.6190809, imax: 53, n: 384 computing farthest point 47, dmax: 0.61903447, imax: 301, n: 384 computing farthest point 48, dmax: 0.6095509, imax: 229, n: 384 computing farthest point 49, dmax: 0.6007546, imax: 359, n: 384 computing farthest point 50, dmax: 0.59654295, imax: 11, n: 384 computing farthest point 51, dmax: 0.58257335, imax: 276, n: 384 computing farthest point 52, dmax: 0.5725307, imax: 60, n: 384 computing farthest point 53, dmax: 0.5707426, imax: 126, n: 384 computing farthest point 54, dmax: 0.5661915, imax: 273, n: 384 computing farthest point 55, dmax: 0.56212515, imax: 117, n: 384 computing farthest point 56, dmax: 0.5601476, imax: 268, n: 384 computing farthest point 57, dmax: 0.55476886, imax: 3, n: 384 computing farthest point 58, dmax: 0.5527153, imax: 119, n: 384 computing farthest point 59, dmax: 0.5523562, imax: 368, n: 384 computing farthest point 60, dmax: 0.5479768, imax: 52, n: 384 computing farthest point 61, dmax: 0.5409907, imax: 93, n: 384 computing farthest point 62, dmax: 0.53234804, imax: 30, n: 384 (n, m, k, length(A.centers), length(C)) = (56816, 489, 62, 62, 57) [ Info: using 32 random queries from the dataset append_items! sp=58131, ep=58139, n=58139, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:44.986 append_items! sp=58743, ep=58751, n=58751, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.053 append_items! sp=60183, ep=60191, n=60191, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.214 append_items! sp=62334, ep=62342, n=62342, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.461 append_items! sp=64854, ep=64862, n=64862, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.755 append_items! sp=65088, ep=65096, n=65096, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.784 append_items! sp=65862, ep=65870, n=65870, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.876 append_items! sp=65898, ep=65906, n=65906, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.881 append_items! sp=66024, ep=66032, n=66032, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.896 append_items! sp=66393, ep=66401, n=66401, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:45.942 append_items! sp=68166, ep=68174, n=68174, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.161 append_items! sp=68535, ep=68543, n=68543, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.211 append_items! sp=68832, ep=68840, n=68840, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.249 append_items! sp=70254, ep=70262, n=70262, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.450 append_items! sp=70830, ep=70838, n=70838, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.535 append_items! sp=70965, ep=70973, n=70973, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.555 append_items! sp=71334, ep=71342, n=71342, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.605 append_items! sp=72036, ep=72044, n=72044, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.701 append_items! sp=73890, ep=73898, n=73898, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:46.956 append_items! sp=75321, ep=75329, n=75329, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:47.156 append_items! sp=76968, ep=76976, n=76976, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:47.382 append_items! sp=77364, ep=77372, n=77372, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:47.436 append_items! sp=77634, ep=77642, n=77642, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:47.474 append_items! sp=79722, ep=79730, n=79730, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:47.764 append_items! sp=80163, ep=80171, n=80171, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:47.827 append_items! sp=80838, ep=80846, n=80846, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:47.927 append_items! sp=80946, ep=80954, n=80954, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:47.944 append_items! sp=81693, ep=81701, n=81701, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:48.051 append_items! sp=82017, ep=82025, n=82025, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:48.096 append_items! sp=82053, ep=82061, n=82061, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:48.101 append_items! sp=84897, ep=84905, n=84905, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 632 , 2025-06-29T11:48:48.495 computing farthest point 1, dmax: Inf, imax: 86, n: 387 computing farthest point 2, dmax: 2.785426, imax: 11, n: 387 computing farthest point 3, dmax: 1.9294889, imax: 203, n: 387 computing farthest point 4, dmax: 1.8450686, imax: 333, n: 387 computing farthest point 5, dmax: 1.8041146, imax: 329, n: 387 computing farthest point 6, dmax: 1.8036113, imax: 136, n: 387 computing farthest point 7, dmax: 1.6557404, imax: 57, n: 387 computing farthest point 8, dmax: 1.3057488, imax: 107, n: 387 computing farthest point 9, dmax: 1.295777, imax: 370, n: 387 computing farthest point 10, dmax: 1.2933102, imax: 73, n: 387 computing farthest point 11, dmax: 1.2876248, imax: 12, n: 387 computing farthest point 12, dmax: 1.2575614, imax: 245, n: 387 computing farthest point 13, dmax: 1.2213923, imax: 38, n: 387 computing farthest point 14, dmax: 1.1579518, imax: 190, n: 387 computing farthest point 15, dmax: 1.0656868, imax: 385, n: 387 computing farthest point 16, dmax: 1.0544909, imax: 135, n: 387 computing farthest point 17, dmax: 1.0445524, imax: 3, n: 387 computing farthest point 18, dmax: 1.0194893, imax: 256, n: 387 computing farthest point 19, dmax: 1.0098534, imax: 161, n: 387 computing farthest point 20, dmax: 0.9745523, imax: 255, n: 387 computing farthest point 21, dmax: 0.9419747, imax: 64, n: 387 computing farthest point 22, dmax: 0.93174475, imax: 294, n: 387 computing farthest point 23, dmax: 0.9118949, imax: 264, n: 387 computing farthest point 24, dmax: 0.893981, imax: 108, n: 387 computing farthest point 25, dmax: 0.8806639, imax: 339, n: 387 computing farthest point 26, dmax: 0.86282796, imax: 76, n: 387 computing farthest point 27, dmax: 0.86076766, imax: 49, n: 387 computing farthest point 28, dmax: 0.85932857, imax: 280, n: 387 computing farthest point 29, dmax: 0.8495364, imax: 165, n: 387 computing farthest point 30, dmax: 0.8465795, imax: 360, n: 387 computing farthest point 31, dmax: 0.829477, imax: 174, n: 387 computing farthest point 32, dmax: 0.8177745, imax: 119, n: 387 computing farthest point 33, dmax: 0.816494, imax: 296, n: 387 computing farthest point 34, dmax: 0.8055753, imax: 116, n: 387 computing farthest point 35, dmax: 0.78244394, imax: 178, n: 387 computing farthest point 36, dmax: 0.7598397, imax: 81, n: 387 computing farthest point 37, dmax: 0.7279355, imax: 115, n: 387 computing farthest point 38, dmax: 0.72569394, imax: 96, n: 387 computing farthest point 39, dmax: 0.71748006, imax: 362, n: 387 computing farthest point 40, dmax: 0.71498376, imax: 154, n: 387 computing farthest point 41, dmax: 0.67498416, imax: 105, n: 387 computing farthest point 42, dmax: 0.66571134, imax: 14, n: 387 computing farthest point 43, dmax: 0.66149676, imax: 1, n: 387 computing farthest point 44, dmax: 0.630595, imax: 55, n: 387 computing farthest point 45, dmax: 0.62944555, imax: 227, n: 387 computing farthest point 46, dmax: 0.6244457, imax: 118, n: 387 computing farthest point 47, dmax: 0.622107, imax: 4, n: 387 computing farthest point 48, dmax: 0.6214358, imax: 306, n: 387 computing farthest point 49, dmax: 0.61121184, imax: 317, n: 387 computing farthest point 50, dmax: 0.6099158, imax: 164, n: 387 computing farthest point 51, dmax: 0.6051756, imax: 261, n: 387 computing farthest point 52, dmax: 0.59535074, imax: 85, n: 387 computing farthest point 53, dmax: 0.5914794, imax: 100, n: 387 computing farthest point 54, dmax: 0.5895463, imax: 205, n: 387 computing farthest point 55, dmax: 0.58560264, imax: 321, n: 387 computing farthest point 56, dmax: 0.5768609, imax: 208, n: 387 computing farthest point 57, dmax: 0.57672143, imax: 36, n: 387 computing farthest point 58, dmax: 0.5675339, imax: 298, n: 387 computing farthest point 59, dmax: 0.5671496, imax: 240, n: 387 computing farthest point 60, dmax: 0.5650208, imax: 126, n: 387 computing farthest point 61, dmax: 0.5637434, imax: 215, n: 387 computing farthest point 62, dmax: 0.5416327, imax: 102, n: 387 computing farthest point 63, dmax: 0.5389233, imax: 18, n: 387 computing farthest point 64, dmax: 0.53518647, imax: 123, n: 387 (n, m, k, length(A.centers), length(C)) = (85229, 512, 64, 64, 58) [ Info: using 32 random queries from the dataset append_items! sp=86040, ep=86048, n=86048, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:48.691 append_items! sp=86922, ep=86930, n=86930, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:48.806 append_items! sp=88272, ep=88280, n=88280, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:49.004 append_items! sp=88506, ep=88514, n=88514, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:49.036 append_items! sp=89118, ep=89126, n=89126, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:49.125 append_items! sp=91233, ep=91241, n=91241, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:49.433 append_items! sp=95688, ep=95696, n=95696, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:50.078 append_items! sp=96282, ep=96290, n=96290, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:50.168 append_items! sp=96876, ep=96884, n=96884, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:50.260 append_items! sp=97299, ep=97307, n=97307, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:50.323 append_items! sp=98802, ep=98810, n=98810, BeamSearch bsize: Int32 6 Δ: Float32 1.025f0 maxvisits: Int64 514 , 2025-06-29T11:48:50.554 [ Info: ---- starting ParetoRadius optimization --- [ Info: using 64 random queries from the dataset [ Info: ("ParetoRadius:> queries per second: ", 84.70458730948843, ", recall:", 0.7279999999999995) ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.78156734f0 └ maxvisits: Int64 396 [ Info: ---- starting ParetoRecall optimization --- [ Info: using 64 random queries from the dataset [ Info: ("ParetoRecall:> queries per second: ", 14352.201886108964, ", recall:", 0.7339999999999993) ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.76881546f0 └ maxvisits: Int64 434 [ Info: ========================= AutoBS MinRecall ====================== computing farthest point 1, dmax: Inf, imax: 23, n: 102 computing farthest point 2, dmax: 2.607887, imax: 19, n: 102 computing farthest point 3, dmax: 1.9012991, imax: 84, n: 102 computing farthest point 4, dmax: 1.7544817, imax: 56, n: 102 computing farthest point 5, dmax: 1.4773551, imax: 50, n: 102 computing farthest point 6, dmax: 1.4530195, imax: 6, n: 102 computing farthest point 7, dmax: 1.3794198, imax: 41, n: 102 computing farthest point 8, dmax: 1.1751277, imax: 90, n: 102 computing farthest point 9, dmax: 1.1254222, imax: 92, n: 102 computing farthest point 10, dmax: 1.0380077, imax: 25, n: 102 computing farthest point 11, dmax: 1.0168521, imax: 30, n: 102 computing farthest point 12, dmax: 1.0163951, imax: 60, n: 102 computing farthest point 13, dmax: 1.0105436, imax: 9, n: 102 computing farthest point 14, dmax: 0.8324615, imax: 83, n: 102 computing farthest point 15, dmax: 0.80591196, imax: 86, n: 102 computing farthest point 16, dmax: 0.7694369, imax: 42, n: 102 computing farthest point 17, dmax: 0.7573749, imax: 70, n: 102 computing farthest point 18, dmax: 0.75324297, imax: 15, n: 102 computing farthest point 19, dmax: 0.67852503, imax: 38, n: 102 computing farthest point 20, dmax: 0.67549396, imax: 93, n: 102 computing farthest point 21, dmax: 0.63961655, imax: 22, n: 102 computing farthest point 22, dmax: 0.63506806, imax: 16, n: 102 computing farthest point 23, dmax: 0.6329688, imax: 36, n: 102 computing farthest point 24, dmax: 0.6140984, imax: 5, n: 102 computing farthest point 25, dmax: 0.6081134, imax: 52, n: 102 computing farthest point 26, dmax: 0.58676934, imax: 54, n: 102 computing farthest point 27, dmax: 0.5731502, imax: 81, n: 102 computing farthest point 28, dmax: 0.56675893, imax: 85, n: 102 computing farthest point 29, dmax: 0.5410904, imax: 91, n: 102 computing farthest point 30, dmax: 0.51047915, imax: 98, n: 102 computing farthest point 31, dmax: 0.49915352, imax: 99, n: 102 computing farthest point 32, dmax: 0.496537, imax: 29, n: 102 computing farthest point 33, dmax: 0.49328315, imax: 77, n: 102 (n, m, k, length(A.centers), length(C)) = (305, 190, 33, 33, 33) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 54, n: 117 computing farthest point 2, dmax: 2.1317012, imax: 108, n: 117 computing farthest point 3, dmax: 1.4777786, imax: 68, n: 117 computing farthest point 4, dmax: 1.4241706, imax: 76, n: 117 computing farthest point 5, dmax: 1.345735, imax: 2, n: 117 computing farthest point 6, dmax: 1.185715, imax: 106, n: 117 computing farthest point 7, dmax: 1.1766242, imax: 31, n: 117 computing farthest point 8, dmax: 1.1354675, imax: 69, n: 117 computing farthest point 9, dmax: 1.0854785, imax: 18, n: 117 computing farthest point 10, dmax: 1.0683103, imax: 91, n: 117 computing farthest point 11, dmax: 1.0660673, imax: 19, n: 117 computing farthest point 12, dmax: 1.0060487, imax: 45, n: 117 computing farthest point 13, dmax: 0.9298141, imax: 42, n: 117 computing farthest point 14, dmax: 0.8785011, imax: 51, n: 117 computing farthest point 15, dmax: 0.8681487, imax: 15, n: 117 computing farthest point 16, dmax: 0.8644483, imax: 35, n: 117 computing farthest point 17, dmax: 0.8379421, imax: 10, n: 117 computing farthest point 18, dmax: 0.835454, imax: 38, n: 117 computing farthest point 19, dmax: 0.8342037, imax: 28, n: 117 computing farthest point 20, dmax: 0.82593364, imax: 58, n: 117 computing farthest point 21, dmax: 0.8075975, imax: 92, n: 117 computing farthest point 22, dmax: 0.7859686, imax: 72, n: 117 computing farthest point 23, dmax: 0.77015483, imax: 14, n: 117 computing farthest point 24, dmax: 0.75324297, imax: 81, n: 117 computing farthest point 25, dmax: 0.7049312, imax: 71, n: 117 computing farthest point 26, dmax: 0.69874454, imax: 99, n: 117 computing farthest point 27, dmax: 0.6666291, imax: 63, n: 117 computing farthest point 28, dmax: 0.65400773, imax: 27, n: 117 computing farthest point 29, dmax: 0.6329688, imax: 30, n: 117 computing farthest point 30, dmax: 0.6154283, imax: 37, n: 117 computing farthest point 31, dmax: 0.61530006, imax: 9, n: 117 computing farthest point 32, dmax: 0.5789671, imax: 65, n: 117 computing farthest point 33, dmax: 0.5746875, imax: 110, n: 117 computing farthest point 34, dmax: 0.57388663, imax: 24, n: 117 computing farthest point 35, dmax: 0.5707478, imax: 41, n: 117 (n, m, k, length(A.centers), length(C)) = (441, 208, 35, 35, 35) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 25, n: 144 computing farthest point 2, dmax: 2.8027828, imax: 38, n: 144 computing farthest point 3, dmax: 1.8165991, imax: 114, n: 144 computing farthest point 4, dmax: 1.7013125, imax: 26, n: 144 computing farthest point 5, dmax: 1.580797, imax: 92, n: 144 computing farthest point 6, dmax: 1.4127768, imax: 10, n: 144 computing farthest point 7, dmax: 1.4044418, imax: 32, n: 144 computing farthest point 8, dmax: 1.2864681, imax: 2, n: 144 computing farthest point 9, dmax: 1.2596676, imax: 75, n: 144 computing farthest point 10, dmax: 1.2314898, imax: 130, n: 144 computing farthest point 11, dmax: 1.1790907, imax: 96, n: 144 computing farthest point 12, dmax: 1.1089771, imax: 3, n: 144 computing farthest point 13, dmax: 1.0931778, imax: 45, n: 144 computing farthest point 14, dmax: 1.046541, imax: 13, n: 144 computing farthest point 15, dmax: 1.0252613, imax: 138, n: 144 computing farthest point 16, dmax: 0.96921813, imax: 65, n: 144 computing farthest point 17, dmax: 0.93787986, imax: 20, n: 144 computing farthest point 18, dmax: 0.90932596, imax: 16, n: 144 computing farthest point 19, dmax: 0.89333874, imax: 83, n: 144 computing farthest point 20, dmax: 0.8912855, imax: 129, n: 144 computing farthest point 21, dmax: 0.8855682, imax: 78, n: 144 computing farthest point 22, dmax: 0.86427695, imax: 7, n: 144 computing farthest point 23, dmax: 0.85671324, imax: 37, n: 144 computing farthest point 24, dmax: 0.81075287, imax: 31, n: 144 computing farthest point 25, dmax: 0.7867377, imax: 86, n: 144 computing farthest point 26, dmax: 0.76734376, imax: 29, n: 144 computing farthest point 27, dmax: 0.7595472, imax: 52, n: 144 computing farthest point 28, dmax: 0.7391929, imax: 80, n: 144 computing farthest point 29, dmax: 0.7311531, imax: 120, n: 144 computing farthest point 30, dmax: 0.72971416, imax: 6, n: 144 computing farthest point 31, dmax: 0.6704774, imax: 70, n: 144 computing farthest point 32, dmax: 0.64549017, imax: 140, n: 144 computing farthest point 33, dmax: 0.6430713, imax: 99, n: 144 computing farthest point 34, dmax: 0.61629647, imax: 53, n: 144 computing farthest point 35, dmax: 0.6142098, imax: 17, n: 144 computing farthest point 36, dmax: 0.5943703, imax: 30, n: 144 computing farthest point 37, dmax: 0.5878549, imax: 27, n: 144 (n, m, k, length(A.centers), length(C)) = (662, 226, 37, 37, 34) [ Info: using 32 random queries from the dataset append_items! sp=714, ep=730, n=730, BeamSearch bsize: Int32 2 Δ: Float32 0.9714286f0 maxvisits: Int64 218 , 2025-06-29T11:49:07.724 append_items! sp=1173, ep=1189, n=1189, BeamSearch bsize: Int32 2 Δ: Float32 0.9714286f0 maxvisits: Int64 218 , 2025-06-29T11:49:07.730 computing farthest point 1, dmax: Inf, imax: 84, n: 191 computing farthest point 2, dmax: 2.7559536, imax: 67, n: 191 computing farthest point 3, dmax: 1.8303512, imax: 2, n: 191 computing farthest point 4, dmax: 1.5947976, imax: 15, n: 191 computing farthest point 5, dmax: 1.5497565, imax: 103, n: 191 computing farthest point 6, dmax: 1.4053899, imax: 42, n: 191 computing farthest point 7, dmax: 1.3290629, imax: 30, n: 191 computing farthest point 8, dmax: 1.3201505, imax: 100, n: 191 computing farthest point 9, dmax: 1.2355883, imax: 164, n: 191 computing farthest point 10, dmax: 1.2206451, imax: 181, n: 191 computing farthest point 11, dmax: 1.1940559, imax: 56, n: 191 computing farthest point 12, dmax: 1.1823167, imax: 159, n: 191 computing farthest point 13, dmax: 1.083068, imax: 73, n: 191 computing farthest point 14, dmax: 1.0127509, imax: 180, n: 191 computing farthest point 15, dmax: 0.9916341, imax: 26, n: 191 computing farthest point 16, dmax: 0.91180396, imax: 165, n: 191 computing farthest point 17, dmax: 0.8440792, imax: 160, n: 191 computing farthest point 18, dmax: 0.81331515, imax: 64, n: 191 computing farthest point 19, dmax: 0.7989566, imax: 95, n: 191 computing farthest point 20, dmax: 0.7961774, imax: 188, n: 191 computing farthest point 21, dmax: 0.7899269, imax: 106, n: 191 computing farthest point 22, dmax: 0.7811655, imax: 109, n: 191 computing farthest point 23, dmax: 0.756841, imax: 43, n: 191 computing farthest point 24, dmax: 0.7233213, imax: 81, n: 191 computing farthest point 25, dmax: 0.71816826, imax: 173, n: 191 computing farthest point 26, dmax: 0.7133635, imax: 117, n: 191 computing farthest point 27, dmax: 0.7131809, imax: 87, n: 191 computing farthest point 28, dmax: 0.6929521, imax: 41, n: 191 computing farthest point 29, dmax: 0.66970646, imax: 17, n: 191 computing farthest point 30, dmax: 0.6541341, imax: 99, n: 191 computing farthest point 31, dmax: 0.6529467, imax: 162, n: 191 computing farthest point 32, dmax: 0.6497777, imax: 83, n: 191 computing farthest point 33, dmax: 0.6339181, imax: 11, n: 191 computing farthest point 34, dmax: 0.62935954, imax: 166, n: 191 computing farthest point 35, dmax: 0.62702155, imax: 21, n: 191 computing farthest point 36, dmax: 0.61839646, imax: 5, n: 191 computing farthest point 37, dmax: 0.6146173, imax: 23, n: 191 computing farthest point 38, dmax: 0.6126198, imax: 9, n: 191 computing farthest point 39, dmax: 0.60599834, imax: 52, n: 191 computing farthest point 40, dmax: 0.5980764, imax: 144, n: 191 computing farthest point 41, dmax: 0.59376204, imax: 130, n: 191 computing farthest point 42, dmax: 0.5897682, imax: 94, n: 191 (n, m, k, length(A.centers), length(C)) = (1478, 273, 42, 42, 42) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 147, n: 214 computing farthest point 2, dmax: 3.1032374, imax: 152, n: 214 computing farthest point 3, dmax: 2.1540134, imax: 42, n: 214 computing farthest point 4, dmax: 1.8984197, imax: 50, n: 214 computing farthest point 5, dmax: 1.8806491, imax: 41, n: 214 computing farthest point 6, dmax: 1.7018893, imax: 10, n: 214 computing farthest point 7, dmax: 1.6114881, imax: 16, n: 214 computing farthest point 8, dmax: 1.563316, imax: 48, n: 214 computing farthest point 9, dmax: 1.4794813, imax: 123, n: 214 computing farthest point 10, dmax: 1.410497, imax: 1, n: 214 computing farthest point 11, dmax: 1.3853614, imax: 66, n: 214 computing farthest point 12, dmax: 1.2507777, imax: 75, n: 214 computing farthest point 13, dmax: 1.203975, imax: 68, n: 214 computing farthest point 14, dmax: 1.1924671, imax: 146, n: 214 computing farthest point 15, dmax: 1.1571007, imax: 8, n: 214 computing farthest point 16, dmax: 1.1374046, imax: 86, n: 214 computing farthest point 17, dmax: 1.1323856, imax: 120, n: 214 computing farthest point 18, dmax: 1.0914152, imax: 30, n: 214 computing farthest point 19, dmax: 1.0830414, imax: 124, n: 214 computing farthest point 20, dmax: 1.04952, imax: 102, n: 214 computing farthest point 21, dmax: 0.82850593, imax: 122, n: 214 computing farthest point 22, dmax: 0.81684655, imax: 6, n: 214 computing farthest point 23, dmax: 0.81548107, imax: 117, n: 214 computing farthest point 24, dmax: 0.80746186, imax: 76, n: 214 computing farthest point 25, dmax: 0.78197294, imax: 9, n: 214 computing farthest point 26, dmax: 0.7606531, imax: 77, n: 214 computing farthest point 27, dmax: 0.7540062, imax: 93, n: 214 computing farthest point 28, dmax: 0.73633295, imax: 188, n: 214 computing farthest point 29, dmax: 0.7252878, imax: 49, n: 214 computing farthest point 30, dmax: 0.7007881, imax: 176, n: 214 computing farthest point 31, dmax: 0.69875824, imax: 213, n: 214 computing farthest point 32, dmax: 0.6973766, imax: 62, n: 214 computing farthest point 33, dmax: 0.69413203, imax: 195, n: 214 computing farthest point 34, dmax: 0.6697259, imax: 101, n: 214 computing farthest point 35, dmax: 0.66116273, imax: 98, n: 214 computing farthest point 36, dmax: 0.6509746, imax: 54, n: 214 computing farthest point 37, dmax: 0.648656, imax: 19, n: 214 computing farthest point 38, dmax: 0.6432415, imax: 28, n: 214 computing farthest point 39, dmax: 0.6391614, imax: 2, n: 214 computing farthest point 40, dmax: 0.63808405, imax: 111, n: 214 computing farthest point 41, dmax: 0.63777524, imax: 119, n: 214 computing farthest point 42, dmax: 0.6225159, imax: 196, n: 214 computing farthest point 43, dmax: 0.6046354, imax: 70, n: 214 computing farthest point 44, dmax: 0.5986801, imax: 67, n: 214 (n, m, k, length(A.centers), length(C)) = (2226, 292, 44, 44, 40) [ Info: using 32 random queries from the dataset append_items! sp=2873, ep=2889, n=2889, BeamSearch bsize: Int32 4 Δ: Float32 0.79098827f0 maxvisits: Int64 332 , 2025-06-29T11:49:07.850 append_items! sp=2992, ep=3008, n=3008, BeamSearch bsize: Int32 4 Δ: Float32 0.79098827f0 maxvisits: Int64 332 , 2025-06-29T11:49:07.853 computing farthest point 1, dmax: Inf, imax: 66, n: 213 computing farthest point 2, dmax: 2.9917872, imax: 89, n: 213 computing farthest point 3, dmax: 2.0230553, imax: 26, n: 213 computing farthest point 4, dmax: 1.8532073, imax: 29, n: 213 computing farthest point 5, dmax: 1.6793897, imax: 97, n: 213 computing farthest point 6, dmax: 1.5805621, imax: 20, n: 213 computing farthest point 7, dmax: 1.5126642, imax: 179, n: 213 computing farthest point 8, dmax: 1.4926367, imax: 104, n: 213 computing farthest point 9, dmax: 1.4035287, imax: 16, n: 213 computing farthest point 10, dmax: 1.168098, imax: 107, n: 213 computing farthest point 11, dmax: 1.0877638, imax: 2, n: 213 computing farthest point 12, dmax: 1.0565122, imax: 153, n: 213 computing farthest point 13, dmax: 1.0113862, imax: 31, n: 213 computing farthest point 14, dmax: 0.97266155, imax: 146, n: 213 computing farthest point 15, dmax: 0.96611065, imax: 42, n: 213 computing farthest point 16, dmax: 0.95936346, imax: 192, n: 213 computing farthest point 17, dmax: 0.9527418, imax: 137, n: 213 computing farthest point 18, dmax: 0.93107957, imax: 122, n: 213 computing farthest point 19, dmax: 0.8842614, imax: 188, n: 213 computing farthest point 20, dmax: 0.85485923, imax: 147, n: 213 computing farthest point 21, dmax: 0.8465772, imax: 135, n: 213 computing farthest point 22, dmax: 0.8417029, imax: 69, n: 213 computing farthest point 23, dmax: 0.8323129, imax: 13, n: 213 computing farthest point 24, dmax: 0.826782, imax: 27, n: 213 computing farthest point 25, dmax: 0.80698866, imax: 10, n: 213 computing farthest point 26, dmax: 0.78403115, imax: 194, n: 213 computing farthest point 27, dmax: 0.77225786, imax: 148, n: 213 computing farthest point 28, dmax: 0.7619763, imax: 154, n: 213 computing farthest point 29, dmax: 0.735827, imax: 202, n: 213 computing farthest point 30, dmax: 0.7274242, imax: 6, n: 213 computing farthest point 31, dmax: 0.724675, imax: 71, n: 213 computing farthest point 32, dmax: 0.69283897, imax: 152, n: 213 computing farthest point 33, dmax: 0.6841069, imax: 70, n: 213 computing farthest point 34, dmax: 0.6826096, imax: 117, n: 213 computing farthest point 35, dmax: 0.681443, imax: 94, n: 213 computing farthest point 36, dmax: 0.67496115, imax: 143, n: 213 computing farthest point 37, dmax: 0.65559584, imax: 109, n: 213 computing farthest point 38, dmax: 0.6544021, imax: 8, n: 213 computing farthest point 39, dmax: 0.6351903, imax: 87, n: 213 computing farthest point 40, dmax: 0.6166682, imax: 161, n: 213 computing farthest point 41, dmax: 0.61349636, imax: 24, n: 213 computing farthest point 42, dmax: 0.59828573, imax: 209, n: 213 computing farthest point 43, dmax: 0.5956169, imax: 96, n: 213 computing farthest point 44, dmax: 0.58197385, imax: 98, n: 213 computing farthest point 45, dmax: 0.56861037, imax: 50, n: 213 computing farthest point 46, dmax: 0.561515, imax: 124, n: 213 (n, m, k, length(A.centers), length(C)) = (3331, 312, 46, 46, 43) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 71, n: 251 computing farthest point 2, dmax: 2.9522028, imax: 100, n: 251 computing farthest point 3, dmax: 2.1131759, imax: 65, n: 251 computing farthest point 4, dmax: 1.948617, imax: 37, n: 251 computing farthest point 5, dmax: 1.8064857, imax: 81, n: 251 computing farthest point 6, dmax: 1.6388948, imax: 18, n: 251 computing farthest point 7, dmax: 1.5297861, imax: 7, n: 251 computing farthest point 8, dmax: 1.5035491, imax: 96, n: 251 computing farthest point 9, dmax: 1.4607108, imax: 86, n: 251 computing farthest point 10, dmax: 1.4246286, imax: 40, n: 251 computing farthest point 11, dmax: 1.2781409, imax: 74, n: 251 computing farthest point 12, dmax: 1.2755061, imax: 134, n: 251 computing farthest point 13, dmax: 1.2374058, imax: 21, n: 251 computing farthest point 14, dmax: 1.2300234, imax: 72, n: 251 computing farthest point 15, dmax: 1.2127807, imax: 131, n: 251 computing farthest point 16, dmax: 1.1343802, imax: 5, n: 251 computing farthest point 17, dmax: 1.1212091, imax: 202, n: 251 computing farthest point 18, dmax: 1.0668536, imax: 19, n: 251 computing farthest point 19, dmax: 1.0348657, imax: 36, n: 251 computing farthest point 20, dmax: 0.99845624, imax: 144, n: 251 computing farthest point 21, dmax: 0.98134446, imax: 150, n: 251 computing farthest point 22, dmax: 0.93473274, imax: 142, n: 251 computing farthest point 23, dmax: 0.933665, imax: 139, n: 251 computing farthest point 24, dmax: 0.9111355, imax: 82, n: 251 computing farthest point 25, dmax: 0.90709853, imax: 46, n: 251 computing farthest point 26, dmax: 0.9037883, imax: 217, n: 251 computing farthest point 27, dmax: 0.86009413, imax: 23, n: 251 computing farthest point 28, dmax: 0.82844526, imax: 171, n: 251 computing farthest point 29, dmax: 0.7927049, imax: 160, n: 251 computing farthest point 30, dmax: 0.75564456, imax: 88, n: 251 computing farthest point 31, dmax: 0.7535887, imax: 191, n: 251 computing farthest point 32, dmax: 0.7346598, imax: 175, n: 251 computing farthest point 33, dmax: 0.7266932, imax: 30, n: 251 computing farthest point 34, dmax: 0.7180234, imax: 114, n: 251 computing farthest point 35, dmax: 0.69749874, imax: 126, n: 251 computing farthest point 36, dmax: 0.69516027, imax: 196, n: 251 computing farthest point 37, dmax: 0.69489485, imax: 1, n: 251 computing farthest point 38, dmax: 0.6876725, imax: 99, n: 251 computing farthest point 39, dmax: 0.66934556, imax: 69, n: 251 computing farthest point 40, dmax: 0.66730267, imax: 62, n: 251 computing farthest point 41, dmax: 0.6568765, imax: 239, n: 251 computing farthest point 42, dmax: 0.65132034, imax: 64, n: 251 computing farthest point 43, dmax: 0.6420081, imax: 148, n: 251 computing farthest point 44, dmax: 0.6359665, imax: 151, n: 251 computing farthest point 45, dmax: 0.63189495, imax: 109, n: 251 computing farthest point 46, dmax: 0.62556916, imax: 35, n: 251 computing farthest point 47, dmax: 0.6011796, imax: 91, n: 251 computing farthest point 48, dmax: 0.57589966, imax: 200, n: 251 (n, m, k, length(A.centers), length(C)) = (4997, 333, 48, 48, 45) [ Info: using 32 random queries from the dataset append_items! sp=5525, ep=5541, n=5541, BeamSearch bsize: Int32 4 Δ: Float32 0.8163265f0 maxvisits: Int64 320 , 2025-06-29T11:49:08 append_items! sp=6392, ep=6408, n=6408, BeamSearch bsize: Int32 4 Δ: Float32 0.8163265f0 maxvisits: Int64 320 , 2025-06-29T11:49:08.021 computing farthest point 1, dmax: Inf, imax: 230, n: 277 computing farthest point 2, dmax: 3.3256948, imax: 272, n: 277 computing farthest point 3, dmax: 2.1704435, imax: 78, n: 277 computing farthest point 4, dmax: 1.754122, imax: 191, n: 277 computing farthest point 5, dmax: 1.6505237, imax: 58, n: 277 computing farthest point 6, dmax: 1.6457251, imax: 2, n: 277 computing farthest point 7, dmax: 1.5768527, imax: 10, n: 277 computing farthest point 8, dmax: 1.5030327, imax: 145, n: 277 computing farthest point 9, dmax: 1.4953692, imax: 149, n: 277 computing farthest point 10, dmax: 1.3703737, imax: 62, n: 277 computing farthest point 11, dmax: 1.2629303, imax: 40, n: 277 computing farthest point 12, dmax: 1.255016, imax: 97, n: 277 computing farthest point 13, dmax: 1.2222633, imax: 148, n: 277 computing farthest point 14, dmax: 1.1446007, imax: 24, n: 277 computing farthest point 15, dmax: 1.0869724, imax: 261, n: 277 computing farthest point 16, dmax: 1.0394828, imax: 112, n: 277 computing farthest point 17, dmax: 0.99232745, imax: 31, n: 277 computing farthest point 18, dmax: 0.9889165, imax: 195, n: 277 computing farthest point 19, dmax: 0.97414035, imax: 55, n: 277 computing farthest point 20, dmax: 0.96134496, imax: 141, n: 277 computing farthest point 21, dmax: 0.91281635, imax: 260, n: 277 computing farthest point 22, dmax: 0.9081426, imax: 222, n: 277 computing farthest point 23, dmax: 0.8917602, imax: 257, n: 277 computing farthest point 24, dmax: 0.8906004, imax: 85, n: 277 computing farthest point 25, dmax: 0.8119576, imax: 81, n: 277 computing farthest point 26, dmax: 0.7941362, imax: 17, n: 277 computing farthest point 27, dmax: 0.790909, imax: 51, n: 277 computing farthest point 28, dmax: 0.7904665, imax: 46, n: 277 computing farthest point 29, dmax: 0.77609587, imax: 29, n: 277 computing farthest point 30, dmax: 0.7755593, imax: 109, n: 277 computing farthest point 31, dmax: 0.7429784, imax: 99, n: 277 computing farthest point 32, dmax: 0.74142593, imax: 271, n: 277 computing farthest point 33, dmax: 0.7308063, imax: 250, n: 277 computing farthest point 34, dmax: 0.72822475, imax: 41, n: 277 computing farthest point 35, dmax: 0.7274687, imax: 164, n: 277 computing farthest point 36, dmax: 0.7138469, imax: 25, n: 277 computing farthest point 37, dmax: 0.71242595, imax: 136, n: 277 computing farthest point 38, dmax: 0.70914334, imax: 181, n: 277 computing farthest point 39, dmax: 0.7023908, imax: 155, n: 277 computing farthest point 40, dmax: 0.69557345, imax: 199, n: 277 computing farthest point 41, dmax: 0.67008096, imax: 245, n: 277 computing farthest point 42, dmax: 0.6561326, imax: 259, n: 277 computing farthest point 43, dmax: 0.6414729, imax: 173, n: 277 computing farthest point 44, dmax: 0.638629, imax: 212, n: 277 computing farthest point 45, dmax: 0.626498, imax: 147, n: 277 computing farthest point 46, dmax: 0.6244837, imax: 157, n: 277 computing farthest point 47, dmax: 0.62272054, imax: 176, n: 277 computing farthest point 48, dmax: 0.61745054, imax: 57, n: 277 computing farthest point 49, dmax: 0.6115868, imax: 96, n: 277 computing farthest point 50, dmax: 0.5959999, imax: 12, n: 277 (n, m, k, length(A.centers), length(C)) = (7496, 354, 50, 50, 48) [ Info: using 32 random queries from the dataset append_items! sp=8058, ep=8074, n=8074, BeamSearch bsize: Int32 4 Δ: Float32 0.85f0 maxvisits: Int64 374 , 2025-06-29T11:49:08.127 append_items! sp=11067, ep=11083, n=11083, BeamSearch bsize: Int32 4 Δ: Float32 0.85f0 maxvisits: Int64 374 , 2025-06-29T11:49:08.209 computing farthest point 1, dmax: Inf, imax: 224, n: 273 computing farthest point 2, dmax: 2.5424495, imax: 184, n: 273 computing farthest point 3, dmax: 1.8064516, imax: 16, n: 273 computing farthest point 4, dmax: 1.6875895, imax: 141, n: 273 computing farthest point 5, dmax: 1.5561479, imax: 188, n: 273 computing farthest point 6, dmax: 1.533385, imax: 250, n: 273 computing farthest point 7, dmax: 1.4985193, imax: 171, n: 273 computing farthest point 8, dmax: 1.3134992, imax: 72, n: 273 computing farthest point 9, dmax: 1.3057716, imax: 24, n: 273 computing farthest point 10, dmax: 1.155818, imax: 77, n: 273 computing farthest point 11, dmax: 1.1419058, imax: 191, n: 273 computing farthest point 12, dmax: 1.0575602, imax: 53, n: 273 computing farthest point 13, dmax: 1.024531, imax: 135, n: 273 computing farthest point 14, dmax: 1.0115948, imax: 125, n: 273 computing farthest point 15, dmax: 0.9837464, imax: 211, n: 273 computing farthest point 16, dmax: 0.9733687, imax: 61, n: 273 computing farthest point 17, dmax: 0.9684577, imax: 150, n: 273 computing farthest point 18, dmax: 0.91486186, imax: 48, n: 273 computing farthest point 19, dmax: 0.9113719, imax: 227, n: 273 computing farthest point 20, dmax: 0.90399724, imax: 58, n: 273 computing farthest point 21, dmax: 0.88325113, imax: 170, n: 273 computing farthest point 22, dmax: 0.8638885, imax: 179, n: 273 computing farthest point 23, dmax: 0.8561818, imax: 203, n: 273 computing farthest point 24, dmax: 0.83341545, imax: 259, n: 273 computing farthest point 25, dmax: 0.82792497, imax: 104, n: 273 computing farthest point 26, dmax: 0.8181699, imax: 44, n: 273 computing farthest point 27, dmax: 0.7886476, imax: 80, n: 273 computing farthest point 28, dmax: 0.78327096, imax: 174, n: 273 computing farthest point 29, dmax: 0.77385473, imax: 220, n: 273 computing farthest point 30, dmax: 0.764704, imax: 212, n: 273 computing farthest point 31, dmax: 0.7396007, imax: 249, n: 273 computing farthest point 32, dmax: 0.7349524, imax: 43, n: 273 computing farthest point 33, dmax: 0.7280328, imax: 4, n: 273 computing farthest point 34, dmax: 0.7270786, imax: 264, n: 273 computing farthest point 35, dmax: 0.6815849, imax: 25, n: 273 computing farthest point 36, dmax: 0.6749838, imax: 66, n: 273 computing farthest point 37, dmax: 0.66423917, imax: 229, n: 273 computing farthest point 38, dmax: 0.6310785, imax: 50, n: 273 computing farthest point 39, dmax: 0.62815535, imax: 152, n: 273 computing farthest point 40, dmax: 0.6127228, imax: 108, n: 273 computing farthest point 41, dmax: 0.6053298, imax: 22, n: 273 computing farthest point 42, dmax: 0.60382134, imax: 204, n: 273 computing farthest point 43, dmax: 0.59736603, imax: 160, n: 273 computing farthest point 44, dmax: 0.5957549, imax: 119, n: 273 computing farthest point 45, dmax: 0.5865924, imax: 169, n: 273 computing farthest point 46, dmax: 0.585843, imax: 65, n: 273 computing farthest point 47, dmax: 0.58374435, imax: 35, n: 273 computing farthest point 48, dmax: 0.5835531, imax: 70, n: 273 computing farthest point 49, dmax: 0.55952495, imax: 168, n: 273 computing farthest point 50, dmax: 0.5409986, imax: 37, n: 273 computing farthest point 51, dmax: 0.53401697, imax: 18, n: 273 computing farthest point 52, dmax: 0.53127176, imax: 231, n: 273 computing farthest point 53, dmax: 0.5308259, imax: 131, n: 273 (n, m, k, length(A.centers), length(C)) = (11236, 386, 53, 53, 52) [ Info: using 32 random queries from the dataset append_items! sp=14212, ep=14228, n=14228, BeamSearch bsize: Int32 5 Δ: Float32 0.9433106f0 maxvisits: Int64 386 , 2025-06-29T11:49:08.374 append_items! sp=15368, ep=15384, n=15384, BeamSearch bsize: Int32 5 Δ: Float32 0.9433106f0 maxvisits: Int64 386 , 2025-06-29T11:49:08.415 computing farthest point 1, dmax: Inf, imax: 149, n: 292 computing farthest point 2, dmax: 2.5726898, imax: 160, n: 292 computing farthest point 3, dmax: 2.1294107, imax: 25, n: 292 computing farthest point 4, dmax: 1.9614537, imax: 64, n: 292 computing farthest point 5, dmax: 1.8616424, imax: 190, n: 292 computing farthest point 6, dmax: 1.4595451, imax: 244, n: 292 computing farthest point 7, dmax: 1.4024689, imax: 259, n: 292 computing farthest point 8, dmax: 1.3140936, imax: 168, n: 292 computing farthest point 9, dmax: 1.3056374, imax: 13, n: 292 computing farthest point 10, dmax: 1.3002013, imax: 40, n: 292 computing farthest point 11, dmax: 1.2701979, imax: 170, n: 292 computing farthest point 12, dmax: 1.2331414, imax: 203, n: 292 computing farthest point 13, dmax: 1.1997133, imax: 183, n: 292 computing farthest point 14, dmax: 1.1529515, imax: 217, n: 292 computing farthest point 15, dmax: 1.1228833, imax: 215, n: 292 computing farthest point 16, dmax: 1.016939, imax: 11, n: 292 computing farthest point 17, dmax: 0.9967255, imax: 29, n: 292 computing farthest point 18, dmax: 0.9157223, imax: 114, n: 292 computing farthest point 19, dmax: 0.90633935, imax: 196, n: 292 computing farthest point 20, dmax: 0.9056898, imax: 211, n: 292 computing farthest point 21, dmax: 0.87521863, imax: 197, n: 292 computing farthest point 22, dmax: 0.8751341, imax: 225, n: 292 computing farthest point 23, dmax: 0.8414917, imax: 260, n: 292 computing farthest point 24, dmax: 0.8308754, imax: 180, n: 292 computing farthest point 25, dmax: 0.80623853, imax: 69, n: 292 computing farthest point 26, dmax: 0.7887655, imax: 27, n: 292 computing farthest point 27, dmax: 0.7886971, imax: 18, n: 292 computing farthest point 28, dmax: 0.7578772, imax: 184, n: 292 computing farthest point 29, dmax: 0.7576172, imax: 15, n: 292 computing farthest point 30, dmax: 0.73639303, imax: 155, n: 292 computing farthest point 31, dmax: 0.72700167, imax: 291, n: 292 computing farthest point 32, dmax: 0.7266365, imax: 152, n: 292 computing farthest point 33, dmax: 0.7065244, imax: 14, n: 292 computing farthest point 34, dmax: 0.7044067, imax: 250, n: 292 computing farthest point 35, dmax: 0.7010975, imax: 49, n: 292 computing farthest point 36, dmax: 0.69469017, imax: 188, n: 292 computing farthest point 37, dmax: 0.69409573, imax: 233, n: 292 computing farthest point 38, dmax: 0.68843925, imax: 218, n: 292 computing farthest point 39, dmax: 0.6727818, imax: 111, n: 292 computing farthest point 40, dmax: 0.66949624, imax: 228, n: 292 computing farthest point 41, dmax: 0.66663826, imax: 43, n: 292 computing farthest point 42, dmax: 0.6657406, imax: 112, n: 292 computing farthest point 43, dmax: 0.62737495, imax: 107, n: 292 computing farthest point 44, dmax: 0.6155774, imax: 269, n: 292 computing farthest point 45, dmax: 0.6154967, imax: 59, n: 292 computing farthest point 46, dmax: 0.60899025, imax: 171, n: 292 computing farthest point 47, dmax: 0.60590035, imax: 157, n: 292 computing farthest point 48, dmax: 0.6039432, imax: 10, n: 292 computing farthest point 49, dmax: 0.59959525, imax: 16, n: 292 computing farthest point 50, dmax: 0.5931671, imax: 174, n: 292 computing farthest point 51, dmax: 0.5913879, imax: 54, n: 292 computing farthest point 52, dmax: 0.58804435, imax: 4, n: 292 computing farthest point 53, dmax: 0.58124393, imax: 172, n: 292 computing farthest point 54, dmax: 0.56666464, imax: 130, n: 292 computing farthest point 55, dmax: 0.5579378, imax: 22, n: 292 (n, m, k, length(A.centers), length(C)) = (16846, 408, 55, 55, 52) [ Info: using 32 random queries from the dataset append_items! sp=17340, ep=17356, n=17356, BeamSearch bsize: Int32 4 Δ: Float32 0.8206457f0 maxvisits: Int64 498 , 2025-06-29T11:49:08.569 append_items! sp=17595, ep=17611, n=17611, BeamSearch bsize: Int32 4 Δ: Float32 0.8206457f0 maxvisits: Int64 498 , 2025-06-29T11:49:08.578 append_items! sp=18292, ep=18308, n=18308, BeamSearch bsize: Int32 4 Δ: Float32 0.8206457f0 maxvisits: Int64 498 , 2025-06-29T11:49:08.603 append_items! sp=19618, ep=19634, n=19634, BeamSearch bsize: Int32 4 Δ: Float32 0.8206457f0 maxvisits: Int64 498 , 2025-06-29T11:49:08.653 append_items! sp=23120, ep=23136, n=23136, BeamSearch bsize: Int32 4 Δ: Float32 0.8206457f0 maxvisits: Int64 498 , 2025-06-29T11:49:08.799 computing farthest point 1, dmax: Inf, imax: 196, n: 323 computing farthest point 2, dmax: 3.1896813, imax: 23, n: 323 computing farthest point 3, dmax: 2.2503042, imax: 52, n: 323 computing farthest point 4, dmax: 2.1519787, imax: 59, n: 323 computing farthest point 5, dmax: 1.7782232, imax: 27, n: 323 computing farthest point 6, dmax: 1.7564747, imax: 209, n: 323 computing farthest point 7, dmax: 1.4957561, imax: 267, n: 323 computing farthest point 8, dmax: 1.4430032, imax: 44, n: 323 computing farthest point 9, dmax: 1.4288235, imax: 45, n: 323 computing farthest point 10, dmax: 1.3901684, imax: 91, n: 323 computing farthest point 11, dmax: 1.3198515, imax: 127, n: 323 computing farthest point 12, dmax: 1.1208029, imax: 145, n: 323 computing farthest point 13, dmax: 1.0805608, imax: 72, n: 323 computing farthest point 14, dmax: 1.0228477, imax: 106, n: 323 computing farthest point 15, dmax: 1.0192592, imax: 182, n: 323 computing farthest point 16, dmax: 1.0076684, imax: 194, n: 323 computing farthest point 17, dmax: 0.9968821, imax: 266, n: 323 computing farthest point 18, dmax: 0.985158, imax: 12, n: 323 computing farthest point 19, dmax: 0.91662234, imax: 269, n: 323 computing farthest point 20, dmax: 0.91376364, imax: 271, n: 323 computing farthest point 21, dmax: 0.89213836, imax: 174, n: 323 computing farthest point 22, dmax: 0.885906, imax: 205, n: 323 computing farthest point 23, dmax: 0.8817855, imax: 75, n: 323 computing farthest point 24, dmax: 0.8760348, imax: 220, n: 323 computing farthest point 25, dmax: 0.85835314, imax: 63, n: 323 computing farthest point 26, dmax: 0.8501606, imax: 132, n: 323 computing farthest point 27, dmax: 0.84555346, imax: 319, n: 323 computing farthest point 28, dmax: 0.83583266, imax: 120, n: 323 computing farthest point 29, dmax: 0.82860714, imax: 206, n: 323 computing farthest point 30, dmax: 0.8116071, imax: 41, n: 323 computing farthest point 31, dmax: 0.80996674, imax: 300, n: 323 computing farthest point 32, dmax: 0.7934182, imax: 102, n: 323 computing farthest point 33, dmax: 0.7707047, imax: 122, n: 323 computing farthest point 34, dmax: 0.7651136, imax: 247, n: 323 computing farthest point 35, dmax: 0.7604101, imax: 3, n: 323 computing farthest point 36, dmax: 0.74635696, imax: 70, n: 323 computing farthest point 37, dmax: 0.74061304, imax: 31, n: 323 computing farthest point 38, dmax: 0.73275083, imax: 137, n: 323 computing farthest point 39, dmax: 0.72292763, imax: 8, n: 323 computing farthest point 40, dmax: 0.7083504, imax: 167, n: 323 computing farthest point 41, dmax: 0.6752695, imax: 42, n: 323 computing farthest point 42, dmax: 0.6721362, imax: 5, n: 323 computing farthest point 43, dmax: 0.6436203, imax: 157, n: 323 computing farthest point 44, dmax: 0.6419553, imax: 238, n: 323 computing farthest point 45, dmax: 0.6412139, imax: 93, n: 323 computing farthest point 46, dmax: 0.6397379, imax: 4, n: 323 computing farthest point 47, dmax: 0.6338206, imax: 95, n: 323 computing farthest point 48, dmax: 0.6326126, imax: 241, n: 323 computing farthest point 49, dmax: 0.6295835, imax: 297, n: 323 computing farthest point 50, dmax: 0.6086676, imax: 105, n: 323 computing farthest point 51, dmax: 0.5815876, imax: 37, n: 323 computing farthest point 52, dmax: 0.5698488, imax: 229, n: 323 computing farthest point 53, dmax: 0.5614122, imax: 83, n: 323 computing farthest point 54, dmax: 0.55842125, imax: 129, n: 323 computing farthest point 55, dmax: 0.54971987, imax: 231, n: 323 computing farthest point 56, dmax: 0.5353016, imax: 301, n: 323 computing farthest point 57, dmax: 0.5333206, imax: 153, n: 323 (n, m, k, length(A.centers), length(C)) = (25261, 431, 57, 57, 51) [ Info: using 32 random queries from the dataset append_items! sp=27591, ep=27607, n=27607, BeamSearch bsize: Int32 6 Δ: Float32 0.6715938f0 maxvisits: Int64 524 , 2025-06-29T11:49:09.112 append_items! sp=27676, ep=27692, n=27692, BeamSearch bsize: Int32 6 Δ: Float32 0.6715938f0 maxvisits: Int64 524 , 2025-06-29T11:49:09.116 append_items! sp=29240, ep=29256, n=29256, BeamSearch bsize: Int32 6 Δ: Float32 0.6715938f0 maxvisits: Int64 524 , 2025-06-29T11:49:09.185 append_items! sp=30906, ep=30922, n=30922, BeamSearch bsize: Int32 6 Δ: Float32 0.6715938f0 maxvisits: Int64 524 , 2025-06-29T11:49:09.258 append_items! sp=33456, ep=33472, n=33472, BeamSearch bsize: Int32 6 Δ: Float32 0.6715938f0 maxvisits: Int64 524 , 2025-06-29T11:49:09.377 append_items! sp=33898, ep=33914, n=33914, BeamSearch bsize: Int32 6 Δ: Float32 0.6715938f0 maxvisits: Int64 524 , 2025-06-29T11:49:09.398 append_items! sp=35054, ep=35070, n=35070, BeamSearch bsize: Int32 6 Δ: Float32 0.6715938f0 maxvisits: Int64 524 , 2025-06-29T11:49:09.456 computing farthest point 1, dmax: Inf, imax: 231, n: 344 computing farthest point 2, dmax: 2.1048474, imax: 57, n: 344 computing farthest point 3, dmax: 1.5686622, imax: 237, n: 344 computing farthest point 4, dmax: 1.5595003, imax: 113, n: 344 computing farthest point 5, dmax: 1.4801651, imax: 22, n: 344 computing farthest point 6, dmax: 1.3963397, imax: 44, n: 344 computing farthest point 7, dmax: 1.374076, imax: 77, n: 344 computing farthest point 8, dmax: 1.3550459, imax: 87, n: 344 computing farthest point 9, dmax: 1.277998, imax: 175, n: 344 computing farthest point 10, dmax: 1.2260237, imax: 235, n: 344 computing farthest point 11, dmax: 1.2172475, imax: 205, n: 344 computing farthest point 12, dmax: 1.197745, imax: 313, n: 344 computing farthest point 13, dmax: 1.1535596, imax: 268, n: 344 computing farthest point 14, dmax: 1.0939953, imax: 42, n: 344 computing farthest point 15, dmax: 1.0775245, imax: 35, n: 344 computing farthest point 16, dmax: 1.0666393, imax: 310, n: 344 computing farthest point 17, dmax: 1.0653362, imax: 116, n: 344 computing farthest point 18, dmax: 1.0111775, imax: 296, n: 344 computing farthest point 19, dmax: 0.99049306, imax: 30, n: 344 computing farthest point 20, dmax: 0.9574958, imax: 269, n: 344 computing farthest point 21, dmax: 0.91933197, imax: 63, n: 344 computing farthest point 22, dmax: 0.9174783, imax: 141, n: 344 computing farthest point 23, dmax: 0.9115485, imax: 132, n: 344 computing farthest point 24, dmax: 0.88692605, imax: 178, n: 344 computing farthest point 25, dmax: 0.8795189, imax: 215, n: 344 computing farthest point 26, dmax: 0.8562365, imax: 239, n: 344 computing farthest point 27, dmax: 0.8275603, imax: 270, n: 344 computing farthest point 28, dmax: 0.7970205, imax: 286, n: 344 computing farthest point 29, dmax: 0.79251796, imax: 305, n: 344 computing farthest point 30, dmax: 0.7748508, imax: 333, n: 344 computing farthest point 31, dmax: 0.7298111, imax: 317, n: 344 computing farthest point 32, dmax: 0.7284828, imax: 211, n: 344 computing farthest point 33, dmax: 0.72761184, imax: 253, n: 344 computing farthest point 34, dmax: 0.72738296, imax: 267, n: 344 computing farthest point 35, dmax: 0.71406347, imax: 324, n: 344 computing farthest point 36, dmax: 0.69984615, imax: 294, n: 344 computing farthest point 37, dmax: 0.68984807, imax: 250, n: 344 computing farthest point 38, dmax: 0.6797508, imax: 1, n: 344 computing farthest point 39, dmax: 0.676726, imax: 112, n: 344 computing farthest point 40, dmax: 0.6691803, imax: 52, n: 344 computing farthest point 41, dmax: 0.66545486, imax: 181, n: 344 computing farthest point 42, dmax: 0.6390311, imax: 25, n: 344 computing farthest point 43, dmax: 0.6275883, imax: 64, n: 344 computing farthest point 44, dmax: 0.6130961, imax: 4, n: 344 computing farthest point 45, dmax: 0.60608673, imax: 119, n: 344 computing farthest point 46, dmax: 0.60508186, imax: 306, n: 344 computing farthest point 47, dmax: 0.60318166, imax: 172, n: 344 computing farthest point 48, dmax: 0.58838284, imax: 199, n: 344 computing farthest point 49, dmax: 0.5842481, imax: 192, n: 344 computing farthest point 50, dmax: 0.58112735, imax: 24, n: 344 computing farthest point 51, dmax: 0.5729797, imax: 190, n: 344 computing farthest point 52, dmax: 0.56959414, imax: 120, n: 344 computing farthest point 53, dmax: 0.5677161, imax: 198, n: 344 computing farthest point 54, dmax: 0.56413233, imax: 282, n: 344 computing farthest point 55, dmax: 0.56396526, imax: 59, n: 344 computing farthest point 56, dmax: 0.56089216, imax: 202, n: 344 computing farthest point 57, dmax: 0.5497082, imax: 106, n: 344 computing farthest point 58, dmax: 0.5440908, imax: 326, n: 344 computing farthest point 59, dmax: 0.5335246, imax: 179, n: 344 (n, m, k, length(A.centers), length(C)) = (37892, 454, 59, 59, 59) [ Info: using 32 random queries from the dataset append_items! sp=38760, ep=38776, n=38776, BeamSearch bsize: Int32 6 Δ: Float32 0.776064f0 maxvisits: Int64 574 , 2025-06-29T11:49:09.803 append_items! sp=39508, ep=39524, n=39524, BeamSearch bsize: Int32 6 Δ: Float32 0.776064f0 maxvisits: Int64 574 , 2025-06-29T11:49:09.844 append_items! sp=41259, ep=41275, n=41275, BeamSearch bsize: Int32 6 Δ: Float32 0.776064f0 maxvisits: Int64 574 , 2025-06-29T11:49:09.941 append_items! sp=41888, ep=41904, n=41904, BeamSearch bsize: Int32 6 Δ: Float32 0.776064f0 maxvisits: Int64 574 , 2025-06-29T11:49:09.978 append_items! sp=41990, ep=42006, n=42006, BeamSearch bsize: Int32 6 Δ: Float32 0.776064f0 maxvisits: Int64 574 , 2025-06-29T11:49:09.985 append_items! sp=46954, ep=46970, n=46970, BeamSearch bsize: Int32 6 Δ: Float32 0.776064f0 maxvisits: Int64 574 , 2025-06-29T11:49:10.286 append_items! sp=50065, ep=50081, n=50081, BeamSearch bsize: Int32 6 Δ: Float32 0.776064f0 maxvisits: Int64 574 , 2025-06-29T11:49:10.492 append_items! sp=51238, ep=51254, n=51254, BeamSearch bsize: Int32 6 Δ: Float32 0.776064f0 maxvisits: Int64 574 , 2025-06-29T11:49:10.570 computing farthest point 1, dmax: Inf, imax: 23, n: 352 computing farthest point 2, dmax: 3.0437205, imax: 38, n: 352 computing farthest point 3, dmax: 2.0305386, imax: 74, n: 352 computing farthest point 4, dmax: 1.7886283, imax: 28, n: 352 computing farthest point 5, dmax: 1.6939243, imax: 123, n: 352 computing farthest point 6, dmax: 1.585877, imax: 77, n: 352 computing farthest point 7, dmax: 1.476149, imax: 96, n: 352 computing farthest point 8, dmax: 1.4551575, imax: 4, n: 352 computing farthest point 9, dmax: 1.4003817, imax: 190, n: 352 computing farthest point 10, dmax: 1.3921424, imax: 16, n: 352 computing farthest point 11, dmax: 1.325538, imax: 2, n: 352 computing farthest point 12, dmax: 1.2584277, imax: 8, n: 352 computing farthest point 13, dmax: 1.16725, imax: 153, n: 352 computing farthest point 14, dmax: 1.1184251, imax: 162, n: 352 computing farthest point 15, dmax: 1.0705485, imax: 62, n: 352 computing farthest point 16, dmax: 1.0525451, imax: 112, n: 352 computing farthest point 17, dmax: 0.9767902, imax: 343, n: 352 computing farthest point 18, dmax: 0.9718989, imax: 204, n: 352 computing farthest point 19, dmax: 0.9446058, imax: 262, n: 352 computing farthest point 20, dmax: 0.940714, imax: 144, n: 352 computing farthest point 21, dmax: 0.93577474, imax: 89, n: 352 computing farthest point 22, dmax: 0.8970799, imax: 113, n: 352 computing farthest point 23, dmax: 0.8781299, imax: 219, n: 352 computing farthest point 24, dmax: 0.86020565, imax: 45, n: 352 computing farthest point 25, dmax: 0.8347928, imax: 326, n: 352 computing farthest point 26, dmax: 0.83465034, imax: 229, n: 352 computing farthest point 27, dmax: 0.82205987, imax: 213, n: 352 computing farthest point 28, dmax: 0.80951214, imax: 261, n: 352 computing farthest point 29, dmax: 0.8069657, imax: 128, n: 352 computing farthest point 30, dmax: 0.77698404, imax: 216, n: 352 computing farthest point 31, dmax: 0.77662563, imax: 88, n: 352 computing farthest point 32, dmax: 0.7566813, imax: 282, n: 352 computing farthest point 33, dmax: 0.74700475, imax: 43, n: 352 computing farthest point 34, dmax: 0.7426588, imax: 138, n: 352 computing farthest point 35, dmax: 0.7426333, imax: 238, n: 352 computing farthest point 36, dmax: 0.7251522, imax: 174, n: 352 computing farthest point 37, dmax: 0.71784264, imax: 266, n: 352 computing farthest point 38, dmax: 0.7164365, imax: 296, n: 352 computing farthest point 39, dmax: 0.7122322, imax: 293, n: 352 computing farthest point 40, dmax: 0.7060263, imax: 9, n: 352 computing farthest point 41, dmax: 0.69449425, imax: 294, n: 352 computing farthest point 42, dmax: 0.6850043, imax: 65, n: 352 computing farthest point 43, dmax: 0.6782017, imax: 5, n: 352 computing farthest point 44, dmax: 0.6781465, imax: 152, n: 352 computing farthest point 45, dmax: 0.647055, imax: 140, n: 352 computing farthest point 46, dmax: 0.6379937, imax: 328, n: 352 computing farthest point 47, dmax: 0.633905, imax: 19, n: 352 computing farthest point 48, dmax: 0.6330148, imax: 240, n: 352 computing farthest point 49, dmax: 0.6287454, imax: 272, n: 352 computing farthest point 50, dmax: 0.627336, imax: 290, n: 352 computing farthest point 51, dmax: 0.6245003, imax: 87, n: 352 computing farthest point 52, dmax: 0.61443305, imax: 274, n: 352 computing farthest point 53, dmax: 0.6132628, imax: 236, n: 352 computing farthest point 54, dmax: 0.6098816, imax: 67, n: 352 computing farthest point 55, dmax: 0.58756876, imax: 325, n: 352 computing farthest point 56, dmax: 0.5801815, imax: 99, n: 352 computing farthest point 57, dmax: 0.5790491, imax: 125, n: 352 computing farthest point 58, dmax: 0.57324636, imax: 311, n: 352 computing farthest point 59, dmax: 0.56842285, imax: 231, n: 352 computing farthest point 60, dmax: 0.5555652, imax: 182, n: 352 computing farthest point 61, dmax: 0.55219793, imax: 66, n: 352 computing farthest point 62, dmax: 0.5478556, imax: 187, n: 352 (n, m, k, length(A.centers), length(C)) = (56830, 489, 62, 62, 59) [ Info: using 32 random queries from the dataset append_items! sp=57528, ep=57544, n=57544, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.126 append_items! sp=58973, ep=58989, n=58989, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.228 append_items! sp=59823, ep=59839, n=59839, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.291 append_items! sp=60282, ep=60298, n=60298, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.325 append_items! sp=63954, ep=63970, n=63970, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.590 append_items! sp=66317, ep=66333, n=66333, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.767 append_items! sp=66759, ep=66775, n=66775, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.803 append_items! sp=66827, ep=66843, n=66843, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.809 append_items! sp=66878, ep=66894, n=66894, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.813 append_items! sp=67711, ep=67727, n=67727, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.880 append_items! sp=68272, ep=68288, n=68288, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:11.923 append_items! sp=70516, ep=70532, n=70532, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:12.100 append_items! sp=72012, ep=72028, n=72028, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:12.218 append_items! sp=76024, ep=76040, n=76040, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:12.538 append_items! sp=76313, ep=76329, n=76329, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:12.562 append_items! sp=80053, ep=80069, n=80069, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:12.868 append_items! sp=82637, ep=82653, n=82653, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:13.082 append_items! sp=83181, ep=83197, n=83197, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:13.129 append_items! sp=83929, ep=83945, n=83945, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:13.193 append_items! sp=85119, ep=85135, n=85135, BeamSearch bsize: Int32 4 Δ: Float32 0.99999994f0 maxvisits: Int64 540 , 2025-06-29T11:49:13.295 computing farthest point 1, dmax: Inf, imax: 19, n: 390 computing farthest point 2, dmax: 3.3818486, imax: 20, n: 390 computing farthest point 3, dmax: 2.3028166, imax: 159, n: 390 computing farthest point 4, dmax: 2.0498538, imax: 107, n: 390 computing farthest point 5, dmax: 1.8524488, imax: 65, n: 390 computing farthest point 6, dmax: 1.7840962, imax: 44, n: 390 computing farthest point 7, dmax: 1.5268874, imax: 150, n: 390 computing farthest point 8, dmax: 1.4948317, imax: 297, n: 390 computing farthest point 9, dmax: 1.4392599, imax: 80, n: 390 computing farthest point 10, dmax: 1.3249199, imax: 285, n: 390 computing farthest point 11, dmax: 1.3105289, imax: 255, n: 390 computing farthest point 12, dmax: 1.2858741, imax: 84, n: 390 computing farthest point 13, dmax: 1.1749687, imax: 32, n: 390 computing farthest point 14, dmax: 1.1396213, imax: 247, n: 390 computing farthest point 15, dmax: 1.1313446, imax: 112, n: 390 computing farthest point 16, dmax: 1.1222389, imax: 306, n: 390 computing farthest point 17, dmax: 1.0652887, imax: 60, n: 390 computing farthest point 18, dmax: 1.0513114, imax: 22, n: 390 computing farthest point 19, dmax: 1.0360634, imax: 143, n: 390 computing farthest point 20, dmax: 0.9956744, imax: 26, n: 390 computing farthest point 21, dmax: 0.9877822, imax: 189, n: 390 computing farthest point 22, dmax: 0.9797759, imax: 347, n: 390 computing farthest point 23, dmax: 0.9696242, imax: 4, n: 390 computing farthest point 24, dmax: 0.9388238, imax: 6, n: 390 computing farthest point 25, dmax: 0.876311, imax: 119, n: 390 computing farthest point 26, dmax: 0.87074244, imax: 123, n: 390 computing farthest point 27, dmax: 0.8677419, imax: 54, n: 390 computing farthest point 28, dmax: 0.8542163, imax: 291, n: 390 computing farthest point 29, dmax: 0.84494543, imax: 179, n: 390 computing farthest point 30, dmax: 0.80804884, imax: 170, n: 390 computing farthest point 31, dmax: 0.8079679, imax: 103, n: 390 computing farthest point 32, dmax: 0.7904105, imax: 344, n: 390 computing farthest point 33, dmax: 0.78187156, imax: 121, n: 390 computing farthest point 34, dmax: 0.78113806, imax: 131, n: 390 computing farthest point 35, dmax: 0.7551187, imax: 17, n: 390 computing farthest point 36, dmax: 0.75436145, imax: 355, n: 390 computing farthest point 37, dmax: 0.7415929, imax: 149, n: 390 computing farthest point 38, dmax: 0.72652704, imax: 187, n: 390 computing farthest point 39, dmax: 0.7219644, imax: 100, n: 390 computing farthest point 40, dmax: 0.70912474, imax: 92, n: 390 computing farthest point 41, dmax: 0.7026779, imax: 172, n: 390 computing farthest point 42, dmax: 0.7017791, imax: 276, n: 390 computing farthest point 43, dmax: 0.68394214, imax: 202, n: 390 computing farthest point 44, dmax: 0.6716242, imax: 18, n: 390 computing farthest point 45, dmax: 0.66030073, imax: 386, n: 390 computing farthest point 46, dmax: 0.65031934, imax: 253, n: 390 computing farthest point 47, dmax: 0.63767636, imax: 201, n: 390 computing farthest point 48, dmax: 0.63042855, imax: 322, n: 390 computing farthest point 49, dmax: 0.621136, imax: 271, n: 390 computing farthest point 50, dmax: 0.6124196, imax: 78, n: 390 computing farthest point 51, dmax: 0.6045366, imax: 129, n: 390 computing farthest point 52, dmax: 0.5901627, imax: 203, n: 390 computing farthest point 53, dmax: 0.586953, imax: 174, n: 390 computing farthest point 54, dmax: 0.5852821, imax: 196, n: 390 computing farthest point 55, dmax: 0.57970446, imax: 317, n: 390 computing farthest point 56, dmax: 0.57286793, imax: 50, n: 390 computing farthest point 57, dmax: 0.5691062, imax: 211, n: 390 computing farthest point 58, dmax: 0.5687814, imax: 99, n: 390 computing farthest point 59, dmax: 0.5577048, imax: 70, n: 390 computing farthest point 60, dmax: 0.55421466, imax: 109, n: 390 computing farthest point 61, dmax: 0.549267, imax: 31, n: 390 computing farthest point 62, dmax: 0.54695743, imax: 106, n: 390 computing farthest point 63, dmax: 0.54489523, imax: 9, n: 390 computing farthest point 64, dmax: 0.5419905, imax: 152, n: 390 (n, m, k, length(A.centers), length(C)) = (85237, 512, 64, 64, 62) [ Info: using 32 random queries from the dataset append_items! sp=85459, ep=85475, n=85475, BeamSearch bsize: Int32 4 Δ: Float32 1.0095237f0 maxvisits: Int64 530 , 2025-06-29T11:49:13.551 append_items! sp=88162, ep=88178, n=88178, BeamSearch bsize: Int32 4 Δ: Float32 1.0095237f0 maxvisits: Int64 530 , 2025-06-29T11:49:13.788 append_items! sp=91613, ep=91629, n=91629, BeamSearch bsize: Int32 4 Δ: Float32 1.0095237f0 maxvisits: Int64 530 , 2025-06-29T11:49:14.097 append_items! sp=91868, ep=91884, n=91884, BeamSearch bsize: Int32 4 Δ: Float32 1.0095237f0 maxvisits: Int64 530 , 2025-06-29T11:49:14.120 append_items! sp=93313, ep=93329, n=93329, BeamSearch bsize: Int32 4 Δ: Float32 1.0095237f0 maxvisits: Int64 530 , 2025-06-29T11:49:14.250 append_items! sp=94724, ep=94740, n=94740, BeamSearch bsize: Int32 4 Δ: Float32 1.0095237f0 maxvisits: Int64 530 , 2025-06-29T11:49:14.378 append_items! sp=94945, ep=94961, n=94961, BeamSearch bsize: Int32 4 Δ: Float32 1.0095237f0 maxvisits: Int64 530 , 2025-06-29T11:49:14.398 append_items! sp=95982, ep=95998, n=95998, BeamSearch bsize: Int32 4 Δ: Float32 1.0095237f0 maxvisits: Int64 530 , 2025-06-29T11:49:14.491 [ Info: using 100 given as hyperparameter [ Info: ("testing without additional optimizations: queries per second:", 81.31672424495198, ", recall: ", 0.9010000000000004) ┌ Info: BeamSearch │ bsize: Int32 6 │ Δ: Float32 0.9142857f0 └ maxvisits: Int64 652 computing farthest point 1, dmax: Inf, imax: 310, n: 409 computing farthest point 2, dmax: 1.9311291, imax: 397, n: 409 computing farthest point 3, dmax: 1.7565118, imax: 214, n: 409 computing farthest point 4, dmax: 1.5756346, imax: 140, n: 409 computing farthest point 5, dmax: 1.5261655, imax: 138, n: 409 computing farthest point 6, dmax: 1.451326, imax: 241, n: 409 computing farthest point 7, dmax: 1.4473524, imax: 248, n: 409 computing farthest point 8, dmax: 1.314404, imax: 14, n: 409 computing farthest point 9, dmax: 1.2495446, imax: 88, n: 409 computing farthest point 10, dmax: 1.2409879, imax: 66, n: 409 computing farthest point 11, dmax: 1.2276357, imax: 305, n: 409 computing farthest point 12, dmax: 1.1302227, imax: 279, n: 409 computing farthest point 13, dmax: 1.0813705, imax: 1, n: 409 computing farthest point 14, dmax: 1.0716149, imax: 194, n: 409 computing farthest point 15, dmax: 1.0571179, imax: 332, n: 409 computing farthest point 16, dmax: 1.0387965, imax: 196, n: 409 computing farthest point 17, dmax: 1.0298574, imax: 341, n: 409 computing farthest point 18, dmax: 0.97062016, imax: 246, n: 409 computing farthest point 19, dmax: 0.95574015, imax: 182, n: 409 computing farthest point 20, dmax: 0.9270312, imax: 43, n: 409 computing farthest point 21, dmax: 0.8909136, imax: 87, n: 409 computing farthest point 22, dmax: 0.8614512, imax: 283, n: 409 computing farthest point 23, dmax: 0.85155755, imax: 22, n: 409 computing farthest point 24, dmax: 0.84870315, imax: 18, n: 409 computing farthest point 25, dmax: 0.8412742, imax: 382, n: 409 computing farthest point 26, dmax: 0.8299154, imax: 197, n: 409 computing farthest point 27, dmax: 0.8166586, imax: 175, n: 409 computing farthest point 28, dmax: 0.8010138, imax: 157, n: 409 computing farthest point 29, dmax: 0.7954881, imax: 45, n: 409 computing farthest point 30, dmax: 0.7884465, imax: 137, n: 409 computing farthest point 31, dmax: 0.78689337, imax: 264, n: 409 computing farthest point 32, dmax: 0.77996194, imax: 114, n: 409 computing farthest point 33, dmax: 0.778252, imax: 387, n: 409 computing farthest point 34, dmax: 0.76738995, imax: 190, n: 409 computing farthest point 35, dmax: 0.7460126, imax: 373, n: 409 computing farthest point 36, dmax: 0.71968037, imax: 3, n: 409 computing farthest point 37, dmax: 0.71589994, imax: 224, n: 409 computing farthest point 38, dmax: 0.7121088, imax: 67, n: 409 computing farthest point 39, dmax: 0.7074844, imax: 365, n: 409 computing farthest point 40, dmax: 0.6895955, imax: 271, n: 409 computing farthest point 41, dmax: 0.6642409, imax: 334, n: 409 computing farthest point 42, dmax: 0.65616626, imax: 89, n: 409 computing farthest point 43, dmax: 0.6466134, imax: 354, n: 409 computing farthest point 44, dmax: 0.6463534, imax: 163, n: 409 computing farthest point 45, dmax: 0.64302653, imax: 61, n: 409 computing farthest point 46, dmax: 0.6357097, imax: 77, n: 409 computing farthest point 47, dmax: 0.63101673, imax: 167, n: 409 computing farthest point 48, dmax: 0.6272412, imax: 286, n: 409 computing farthest point 49, dmax: 0.59465945, imax: 63, n: 409 computing farthest point 50, dmax: 0.59020686, imax: 247, n: 409 computing farthest point 51, dmax: 0.588785, imax: 319, n: 409 computing farthest point 52, dmax: 0.58764374, imax: 199, n: 409 computing farthest point 53, dmax: 0.584938, imax: 216, n: 409 computing farthest point 54, dmax: 0.57795095, imax: 403, n: 409 computing farthest point 55, dmax: 0.5774799, imax: 386, n: 409 computing farthest point 56, dmax: 0.561968, imax: 242, n: 409 computing farthest point 57, dmax: 0.55463946, imax: 104, n: 409 computing farthest point 58, dmax: 0.5518891, imax: 239, n: 409 computing farthest point 59, dmax: 0.54215556, imax: 110, n: 409 computing farthest point 60, dmax: 0.5359543, imax: 118, n: 409 computing farthest point 61, dmax: 0.52878845, imax: 298, n: 409 computing farthest point 62, dmax: 0.52828383, imax: 260, n: 409 computing farthest point 63, dmax: 0.5263234, imax: 249, n: 409 computing farthest point 64, dmax: 0.512876, imax: 255, n: 409 computing farthest point 65, dmax: 0.51271325, imax: 17, n: 409 (n, m, k, length(A.centers), length(C)) = (100000, 525, 65, 65, 58) [ Info: using 32 random queries from the dataset [ Info: using 100 given as hyperparameter ┌ Info: (BeamSearch │ bsize: Int32 6 │ Δ: Float32 0.9238095f0 │ maxvisits: Int64 434 └ , 100, 10) [ Info: -- old vs rebuild> searchtime: 1.229759326 vs 0.006225479; recall: 0.9010000000000004 vs 0.9020000000000001 [ Info: --- load and save!!! [ Info: SearchGraph{SqL2Distance, MatrixDatabase{Matrix{Float32}}, StaticAdjacencyList{UInt32}, Vector{UInt32}, BeamSearch} (recall, searchtime, length(queries) / searchtime) = (0.9020000000000001, 0.004373627, 22864.31833350215) 3.555707 seconds (1.10 M allocations: 54.026 MiB, 96.22% compilation time) [ Info: #############=========== StrideMatrixDatabase with default parameters ==========########### computing farthest point 1, dmax: Inf, imax: 24, n: 116 computing farthest point 2, dmax: 24.265944, imax: 47, n: 116 computing farthest point 3, dmax: 17.884851, imax: 82, n: 116 computing farthest point 4, dmax: 11.82287, imax: 30, n: 116 computing farthest point 5, dmax: 11.360845, imax: 64, n: 116 computing farthest point 6, dmax: 10.737802, imax: 65, n: 116 computing farthest point 7, dmax: 8.738521, imax: 19, n: 116 computing farthest point 8, dmax: 7.875386, imax: 51, n: 116 computing farthest point 9, dmax: 7.755381, imax: 44, n: 116 computing farthest point 10, dmax: 5.8365607, imax: 60, n: 116 computing farthest point 11, dmax: 5.6563644, imax: 43, n: 116 computing farthest point 12, dmax: 5.6195626, imax: 49, n: 116 computing farthest point 13, dmax: 5.423429, imax: 59, n: 116 computing farthest point 14, dmax: 5.121787, imax: 8, n: 116 computing farthest point 15, dmax: 4.80455, imax: 20, n: 116 computing farthest point 16, dmax: 3.8121996, imax: 58, n: 116 computing farthest point 17, dmax: 3.7783895, imax: 62, n: 116 computing farthest point 18, dmax: 3.716355, imax: 89, n: 116 computing farthest point 19, dmax: 3.6820931, imax: 114, n: 116 computing farthest point 20, dmax: 3.390607, imax: 63, n: 116 computing farthest point 21, dmax: 3.217265, imax: 50, n: 116 computing farthest point 22, dmax: 3.080835, imax: 66, n: 116 computing farthest point 23, dmax: 2.8267694, imax: 88, n: 116 computing farthest point 24, dmax: 2.6123729, imax: 86, n: 116 computing farthest point 25, dmax: 2.5715628, imax: 4, n: 116 computing farthest point 26, dmax: 2.386465, imax: 40, n: 116 computing farthest point 27, dmax: 2.3581986, imax: 26, n: 116 computing farthest point 28, dmax: 2.2424383, imax: 94, n: 116 computing farthest point 29, dmax: 2.0346258, imax: 2, n: 116 computing farthest point 30, dmax: 2.014404, imax: 95, n: 116 computing farthest point 31, dmax: 1.9431504, imax: 85, n: 116 computing farthest point 32, dmax: 1.7674278, imax: 16, n: 116 computing farthest point 33, dmax: 1.7338192, imax: 3, n: 116 (n, m, k, length(A.centers), length(C)) = (305, 190, 33, 33, 33) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 78, n: 136 computing farthest point 2, dmax: 19.172855, imax: 18, n: 136 computing farthest point 3, dmax: 15.359184, imax: 30, n: 136 computing farthest point 4, dmax: 14.627314, imax: 2, n: 136 computing farthest point 5, dmax: 11.595278, imax: 21, n: 136 computing farthest point 6, dmax: 7.5585294, imax: 37, n: 136 computing farthest point 7, dmax: 7.1209598, imax: 3, n: 136 computing farthest point 8, dmax: 6.62317, imax: 127, n: 136 computing farthest point 9, dmax: 6.6195455, imax: 113, n: 136 computing farthest point 10, dmax: 4.8399215, imax: 9, n: 136 computing farthest point 11, dmax: 4.6526256, imax: 35, n: 136 computing farthest point 12, dmax: 4.210259, imax: 75, n: 136 computing farthest point 13, dmax: 3.9025412, imax: 70, n: 136 computing farthest point 14, dmax: 3.786969, imax: 110, n: 136 computing farthest point 15, dmax: 3.6052992, imax: 81, n: 136 computing farthest point 16, dmax: 3.5797865, imax: 103, n: 136 computing farthest point 17, dmax: 3.5777254, imax: 66, n: 136 computing farthest point 18, dmax: 3.4118996, imax: 4, n: 136 computing farthest point 19, dmax: 3.1527848, imax: 32, n: 136 computing farthest point 20, dmax: 2.8566017, imax: 96, n: 136 computing farthest point 21, dmax: 2.7932937, imax: 19, n: 136 computing farthest point 22, dmax: 2.767256, imax: 84, n: 136 computing farthest point 23, dmax: 2.7357569, imax: 90, n: 136 computing farthest point 24, dmax: 2.61896, imax: 43, n: 136 computing farthest point 25, dmax: 2.5551975, imax: 44, n: 136 computing farthest point 26, dmax: 2.4280949, imax: 98, n: 136 computing farthest point 27, dmax: 2.399642, imax: 15, n: 136 computing farthest point 28, dmax: 2.160353, imax: 42, n: 136 computing farthest point 29, dmax: 2.096442, imax: 20, n: 136 computing farthest point 30, dmax: 2.0913346, imax: 130, n: 136 computing farthest point 31, dmax: 2.02601, imax: 39, n: 136 computing farthest point 32, dmax: 1.9602715, imax: 57, n: 136 computing farthest point 33, dmax: 1.9103285, imax: 89, n: 136 computing farthest point 34, dmax: 1.9090502, imax: 117, n: 136 computing farthest point 35, dmax: 1.8446245, imax: 99, n: 136 (n, m, k, length(A.centers), length(C)) = (441, 208, 35, 35, 35) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 74, n: 153 computing farthest point 2, dmax: 21.180347, imax: 15, n: 153 computing farthest point 3, dmax: 10.442672, imax: 84, n: 153 computing farthest point 4, dmax: 10.12954, imax: 51, n: 153 computing farthest point 5, dmax: 8.763212, imax: 55, n: 153 computing farthest point 6, dmax: 8.074007, imax: 23, n: 153 computing farthest point 7, dmax: 7.6611805, imax: 107, n: 153 computing farthest point 8, dmax: 7.0172706, imax: 6, n: 153 computing farthest point 9, dmax: 5.506428, imax: 145, n: 153 computing farthest point 10, dmax: 5.421, imax: 99, n: 153 computing farthest point 11, dmax: 5.2869315, imax: 11, n: 153 computing farthest point 12, dmax: 4.787006, imax: 33, n: 153 computing farthest point 13, dmax: 4.3910913, imax: 47, n: 153 computing farthest point 14, dmax: 4.2209063, imax: 91, n: 153 computing farthest point 15, dmax: 4.1555285, imax: 133, n: 153 computing farthest point 16, dmax: 4.1514883, imax: 34, n: 153 computing farthest point 17, dmax: 3.6694882, imax: 31, n: 153 computing farthest point 18, dmax: 3.3421218, imax: 2, n: 153 computing farthest point 19, dmax: 3.116874, imax: 83, n: 153 computing farthest point 20, dmax: 2.9553926, imax: 110, n: 153 computing farthest point 21, dmax: 2.9270387, imax: 45, n: 153 computing farthest point 22, dmax: 2.7446504, imax: 65, n: 153 computing farthest point 23, dmax: 2.6123729, imax: 60, n: 153 computing farthest point 24, dmax: 2.6070588, imax: 138, n: 153 computing farthest point 25, dmax: 2.5087712, imax: 109, n: 153 computing farthest point 26, dmax: 2.3236153, imax: 67, n: 153 computing farthest point 27, dmax: 2.2432299, imax: 127, n: 153 computing farthest point 28, dmax: 2.170564, imax: 53, n: 153 computing farthest point 29, dmax: 2.043757, imax: 90, n: 153 computing farthest point 30, dmax: 2.0402217, imax: 126, n: 153 computing farthest point 31, dmax: 2.0180943, imax: 57, n: 153 computing farthest point 32, dmax: 1.9045516, imax: 16, n: 153 computing farthest point 33, dmax: 1.8942957, imax: 146, n: 153 computing farthest point 34, dmax: 1.8082, imax: 94, n: 153 computing farthest point 35, dmax: 1.7642084, imax: 63, n: 153 computing farthest point 36, dmax: 1.702611, imax: 136, n: 153 computing farthest point 37, dmax: 1.6797557, imax: 108, n: 153 (n, m, k, length(A.centers), length(C)) = (662, 226, 37, 37, 37) [ Info: using 32 random queries from the dataset append_items! sp=1445, ep=1461, n=1461, BeamSearch bsize: Int32 4 Δ: Float32 1.0f0 maxvisits: Int64 202 , 2025-06-29T11:51:29.806 computing farthest point 1, dmax: Inf, imax: 193, n: 193 computing farthest point 2, dmax: 29.657845, imax: 102, n: 193 computing farthest point 3, dmax: 17.564867, imax: 58, n: 193 computing farthest point 4, dmax: 14.747867, imax: 55, n: 193 computing farthest point 5, dmax: 14.733766, imax: 76, n: 193 computing farthest point 6, dmax: 8.678589, imax: 46, n: 193 computing farthest point 7, dmax: 7.6717, imax: 17, n: 193 computing farthest point 8, dmax: 7.563019, imax: 10, n: 193 computing farthest point 9, dmax: 7.334162, imax: 155, n: 193 computing farthest point 10, dmax: 7.100927, imax: 64, n: 193 computing farthest point 11, dmax: 6.7492085, imax: 117, n: 193 computing farthest point 12, dmax: 6.632464, imax: 99, n: 193 computing farthest point 13, dmax: 6.427556, imax: 28, n: 193 computing farthest point 14, dmax: 5.8320413, imax: 91, n: 193 computing farthest point 15, dmax: 5.564206, imax: 177, n: 193 computing farthest point 16, dmax: 5.5104604, imax: 27, n: 193 computing farthest point 17, dmax: 5.4342647, imax: 134, n: 193 computing farthest point 18, dmax: 5.0598774, imax: 115, n: 193 computing farthest point 19, dmax: 4.36499, imax: 135, n: 193 computing farthest point 20, dmax: 3.8385181, imax: 136, n: 193 computing farthest point 21, dmax: 3.7997346, imax: 175, n: 193 computing farthest point 22, dmax: 3.7182925, imax: 12, n: 193 computing farthest point 23, dmax: 3.407914, imax: 126, n: 193 computing farthest point 24, dmax: 3.308757, imax: 140, n: 193 computing farthest point 25, dmax: 3.2589421, imax: 9, n: 193 computing farthest point 26, dmax: 3.2030473, imax: 51, n: 193 computing farthest point 27, dmax: 3.0574007, imax: 137, n: 193 computing farthest point 28, dmax: 3.039632, imax: 2, n: 193 computing farthest point 29, dmax: 2.948352, imax: 25, n: 193 computing farthest point 30, dmax: 2.9079874, imax: 156, n: 193 computing farthest point 31, dmax: 2.871533, imax: 111, n: 193 computing farthest point 32, dmax: 2.8044176, imax: 70, n: 193 computing farthest point 33, dmax: 2.776731, imax: 72, n: 193 computing farthest point 34, dmax: 2.4048393, imax: 150, n: 193 computing farthest point 35, dmax: 2.3182068, imax: 186, n: 193 computing farthest point 36, dmax: 2.2881937, imax: 188, n: 193 computing farthest point 37, dmax: 2.2746787, imax: 86, n: 193 computing farthest point 38, dmax: 2.269206, imax: 172, n: 193 computing farthest point 39, dmax: 2.2641442, imax: 62, n: 193 computing farthest point 40, dmax: 2.1779888, imax: 71, n: 193 computing farthest point 41, dmax: 2.1397018, imax: 65, n: 193 computing farthest point 42, dmax: 2.0765724, imax: 41, n: 193 (n, m, k, length(A.centers), length(C)) = (1478, 273, 42, 42, 42) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 13, n: 191 computing farthest point 2, dmax: 10.603264, imax: 80, n: 191 computing farthest point 3, dmax: 8.22606, imax: 62, n: 191 computing farthest point 4, dmax: 8.075797, imax: 72, n: 191 computing farthest point 5, dmax: 7.5631094, imax: 127, n: 191 computing farthest point 6, dmax: 7.2243314, imax: 34, n: 191 computing farthest point 7, dmax: 6.8144007, imax: 99, n: 191 computing farthest point 8, dmax: 6.518087, imax: 30, n: 191 computing farthest point 9, dmax: 6.448895, imax: 68, n: 191 computing farthest point 10, dmax: 6.380883, imax: 95, n: 191 computing farthest point 11, dmax: 5.913031, imax: 132, n: 191 computing farthest point 12, dmax: 5.4331775, imax: 188, n: 191 computing farthest point 13, dmax: 4.826498, imax: 49, n: 191 computing farthest point 14, dmax: 4.801477, imax: 105, n: 191 computing farthest point 15, dmax: 4.659042, imax: 109, n: 191 computing farthest point 16, dmax: 4.420538, imax: 175, n: 191 computing farthest point 17, dmax: 4.366672, imax: 118, n: 191 computing farthest point 18, dmax: 4.3523393, imax: 46, n: 191 computing farthest point 19, dmax: 4.226446, imax: 75, n: 191 computing farthest point 20, dmax: 4.036352, imax: 79, n: 191 computing farthest point 21, dmax: 3.6737697, imax: 89, n: 191 computing farthest point 22, dmax: 3.3811977, imax: 37, n: 191 computing farthest point 23, dmax: 3.2791004, imax: 107, n: 191 computing farthest point 24, dmax: 3.218091, imax: 101, n: 191 computing farthest point 25, dmax: 3.1218696, imax: 85, n: 191 computing farthest point 26, dmax: 2.9620512, imax: 88, n: 191 computing farthest point 27, dmax: 2.7668996, imax: 190, n: 191 computing farthest point 28, dmax: 2.6005194, imax: 21, n: 191 computing farthest point 29, dmax: 2.534472, imax: 29, n: 191 computing farthest point 30, dmax: 2.5195384, imax: 178, n: 191 computing farthest point 31, dmax: 2.3154032, imax: 103, n: 191 computing farthest point 32, dmax: 2.1488214, imax: 11, n: 191 computing farthest point 33, dmax: 2.0726051, imax: 6, n: 191 computing farthest point 34, dmax: 2.070123, imax: 93, n: 191 computing farthest point 35, dmax: 2.0581787, imax: 41, n: 191 computing farthest point 36, dmax: 1.9769671, imax: 10, n: 191 computing farthest point 37, dmax: 1.9744731, imax: 187, n: 191 computing farthest point 38, dmax: 1.9044875, imax: 166, n: 191 computing farthest point 39, dmax: 1.8803629, imax: 181, n: 191 computing farthest point 40, dmax: 1.8410571, imax: 159, n: 191 computing farthest point 41, dmax: 1.8117964, imax: 150, n: 191 computing farthest point 42, dmax: 1.7504582, imax: 5, n: 191 computing farthest point 43, dmax: 1.727251, imax: 115, n: 191 computing farthest point 44, dmax: 1.661277, imax: 7, n: 191 (n, m, k, length(A.centers), length(C)) = (2226, 292, 44, 44, 40) [ Info: using 32 random queries from the dataset append_items! sp=2856, ep=2872, n=2872, BeamSearch bsize: Int32 8 Δ: Float32 1.05f0 maxvisits: Int64 304 , 2025-06-29T11:51:29.855 computing farthest point 1, dmax: Inf, imax: 57, n: 216 computing farthest point 2, dmax: 27.535765, imax: 66, n: 216 computing farthest point 3, dmax: 18.17755, imax: 30, n: 216 computing farthest point 4, dmax: 15.608008, imax: 2, n: 216 computing farthest point 5, dmax: 14.941112, imax: 34, n: 216 computing farthest point 6, dmax: 14.542352, imax: 135, n: 216 computing farthest point 7, dmax: 10.389347, imax: 77, n: 216 computing farthest point 8, dmax: 9.436777, imax: 19, n: 216 computing farthest point 9, dmax: 7.99926, imax: 75, n: 216 computing farthest point 10, dmax: 7.547423, imax: 134, n: 216 computing farthest point 11, dmax: 6.9336944, imax: 49, n: 216 computing farthest point 12, dmax: 6.226186, imax: 100, n: 216 computing farthest point 13, dmax: 6.0280747, imax: 22, n: 216 computing farthest point 14, dmax: 5.850906, imax: 208, n: 216 computing farthest point 15, dmax: 5.2138033, imax: 47, n: 216 computing farthest point 16, dmax: 4.940088, imax: 155, n: 216 computing farthest point 17, dmax: 4.740492, imax: 83, n: 216 computing farthest point 18, dmax: 3.865499, imax: 160, n: 216 computing farthest point 19, dmax: 3.7227242, imax: 188, n: 216 computing farthest point 20, dmax: 3.6960223, imax: 106, n: 216 computing farthest point 21, dmax: 3.6384683, imax: 147, n: 216 computing farthest point 22, dmax: 3.551428, imax: 72, n: 216 computing farthest point 23, dmax: 3.4899054, imax: 93, n: 216 computing farthest point 24, dmax: 3.273859, imax: 187, n: 216 computing farthest point 25, dmax: 3.1396637, imax: 129, n: 216 computing farthest point 26, dmax: 3.13729, imax: 121, n: 216 computing farthest point 27, dmax: 2.9614744, imax: 17, n: 216 computing farthest point 28, dmax: 2.9270706, imax: 8, n: 216 computing farthest point 29, dmax: 2.7316422, imax: 40, n: 216 computing farthest point 30, dmax: 2.6981711, imax: 107, n: 216 computing farthest point 31, dmax: 2.6303527, imax: 63, n: 216 computing farthest point 32, dmax: 2.6274621, imax: 152, n: 216 computing farthest point 33, dmax: 2.4728699, imax: 10, n: 216 computing farthest point 34, dmax: 2.4283986, imax: 164, n: 216 computing farthest point 35, dmax: 2.39504, imax: 23, n: 216 computing farthest point 36, dmax: 2.326433, imax: 169, n: 216 computing farthest point 37, dmax: 2.320117, imax: 70, n: 216 computing farthest point 38, dmax: 2.3189037, imax: 176, n: 216 computing farthest point 39, dmax: 2.312074, imax: 90, n: 216 computing farthest point 40, dmax: 2.2256334, imax: 31, n: 216 computing farthest point 41, dmax: 2.102824, imax: 33, n: 216 computing farthest point 42, dmax: 2.0605955, imax: 190, n: 216 computing farthest point 43, dmax: 2.0203922, imax: 115, n: 216 computing farthest point 44, dmax: 1.9109787, imax: 48, n: 216 computing farthest point 45, dmax: 1.8507165, imax: 204, n: 216 computing farthest point 46, dmax: 1.8021703, imax: 76, n: 216 (n, m, k, length(A.centers), length(C)) = (3331, 312, 46, 46, 46) [ Info: using 32 random queries from the dataset append_items! sp=3859, ep=3875, n=3875, BeamSearch bsize: Int32 4 Δ: Float32 1.075f0 maxvisits: Int64 262 , 2025-06-29T11:51:29.889 computing farthest point 1, dmax: Inf, imax: 216, n: 235 computing farthest point 2, dmax: 18.550613, imax: 141, n: 235 computing farthest point 3, dmax: 11.468697, imax: 129, n: 235 computing farthest point 4, dmax: 10.704289, imax: 8, n: 235 computing farthest point 5, dmax: 10.677778, imax: 154, n: 235 computing farthest point 6, dmax: 9.407456, imax: 86, n: 235 computing farthest point 7, dmax: 8.750821, imax: 15, n: 235 computing farthest point 8, dmax: 7.812821, imax: 50, n: 235 computing farthest point 9, dmax: 7.370324, imax: 1, n: 235 computing farthest point 10, dmax: 7.0168853, imax: 147, n: 235 computing farthest point 11, dmax: 6.6439776, imax: 65, n: 235 computing farthest point 12, dmax: 5.94216, imax: 108, n: 235 computing farthest point 13, dmax: 5.700596, imax: 210, n: 235 computing farthest point 14, dmax: 4.5306087, imax: 115, n: 235 computing farthest point 15, dmax: 4.515536, imax: 100, n: 235 computing farthest point 16, dmax: 4.3481307, imax: 199, n: 235 computing farthest point 17, dmax: 4.289007, imax: 38, n: 235 computing farthest point 18, dmax: 3.7883995, imax: 179, n: 235 computing farthest point 19, dmax: 3.6527815, imax: 182, n: 235 computing farthest point 20, dmax: 3.5504408, imax: 164, n: 235 computing farthest point 21, dmax: 3.453596, imax: 40, n: 235 computing farthest point 22, dmax: 3.2978518, imax: 37, n: 235 computing farthest point 23, dmax: 3.2412288, imax: 133, n: 235 computing farthest point 24, dmax: 3.1429853, imax: 39, n: 235 computing farthest point 25, dmax: 3.1376567, imax: 34, n: 235 computing farthest point 26, dmax: 3.0132477, imax: 20, n: 235 computing farthest point 27, dmax: 2.836332, imax: 92, n: 235 computing farthest point 28, dmax: 2.8053646, imax: 69, n: 235 computing farthest point 29, dmax: 2.6669238, imax: 218, n: 235 computing farthest point 30, dmax: 2.3563323, imax: 206, n: 235 computing farthest point 31, dmax: 2.3035147, imax: 84, n: 235 computing farthest point 32, dmax: 2.2816417, imax: 219, n: 235 computing farthest point 33, dmax: 2.2666564, imax: 87, n: 235 computing farthest point 34, dmax: 2.1299925, imax: 57, n: 235 computing farthest point 35, dmax: 2.08013, imax: 195, n: 235 computing farthest point 36, dmax: 2.0227993, imax: 121, n: 235 computing farthest point 37, dmax: 2.0102808, imax: 44, n: 235 computing farthest point 38, dmax: 1.9639896, imax: 23, n: 235 computing farthest point 39, dmax: 1.8980254, imax: 153, n: 235 computing farthest point 40, dmax: 1.8939824, imax: 205, n: 235 computing farthest point 41, dmax: 1.8720188, imax: 223, n: 235 computing farthest point 42, dmax: 1.8673824, imax: 6, n: 235 computing farthest point 43, dmax: 1.8613833, imax: 112, n: 235 computing farthest point 44, dmax: 1.8582133, imax: 124, n: 235 computing farthest point 45, dmax: 1.724332, imax: 89, n: 235 computing farthest point 46, dmax: 1.6068842, imax: 201, n: 235 computing farthest point 47, dmax: 1.5858519, imax: 13, n: 235 computing farthest point 48, dmax: 1.5532091, imax: 107, n: 235 (n, m, k, length(A.centers), length(C)) = (4997, 333, 48, 48, 48) [ Info: using 32 random queries from the dataset append_items! sp=4998, ep=5014, n=5014, BeamSearch bsize: Int32 2 Δ: Float32 1.025f0 maxvisits: Int64 266 , 2025-06-29T11:51:29.924 computing farthest point 1, dmax: Inf, imax: 141, n: 269 computing farthest point 2, dmax: 22.38168, imax: 142, n: 269 computing farthest point 3, dmax: 19.848827, imax: 137, n: 269 computing farthest point 4, dmax: 17.149437, imax: 11, n: 269 computing farthest point 5, dmax: 14.272929, imax: 174, n: 269 computing farthest point 6, dmax: 11.813054, imax: 40, n: 269 computing farthest point 7, dmax: 9.854221, imax: 10, n: 269 computing farthest point 8, dmax: 9.764014, imax: 89, n: 269 computing farthest point 9, dmax: 7.7622595, imax: 170, n: 269 computing farthest point 10, dmax: 7.28486, imax: 251, n: 269 computing farthest point 11, dmax: 6.982305, imax: 7, n: 269 computing farthest point 12, dmax: 6.9383883, imax: 33, n: 269 computing farthest point 13, dmax: 6.910186, imax: 252, n: 269 computing farthest point 14, dmax: 6.5898347, imax: 220, n: 269 computing farthest point 15, dmax: 6.483293, imax: 192, n: 269 computing farthest point 16, dmax: 6.1297636, imax: 257, n: 269 computing farthest point 17, dmax: 4.5375, imax: 69, n: 269 computing farthest point 18, dmax: 4.3067317, imax: 30, n: 269 computing farthest point 19, dmax: 4.2690597, imax: 166, n: 269 computing farthest point 20, dmax: 4.116218, imax: 261, n: 269 computing farthest point 21, dmax: 4.1105747, imax: 244, n: 269 computing farthest point 22, dmax: 4.023306, imax: 118, n: 269 computing farthest point 23, dmax: 3.928925, imax: 145, n: 269 computing farthest point 24, dmax: 3.7543714, imax: 29, n: 269 computing farthest point 25, dmax: 3.7382023, imax: 222, n: 269 computing farthest point 26, dmax: 3.6753864, imax: 216, n: 269 computing farthest point 27, dmax: 3.4671488, imax: 235, n: 269 computing farthest point 28, dmax: 3.4594, imax: 25, n: 269 computing farthest point 29, dmax: 3.386984, imax: 93, n: 269 computing farthest point 30, dmax: 3.0797825, imax: 90, n: 269 computing farthest point 31, dmax: 3.0727425, imax: 75, n: 269 computing farthest point 32, dmax: 2.985061, imax: 238, n: 269 computing farthest point 33, dmax: 2.9112468, imax: 202, n: 269 computing farthest point 34, dmax: 2.8942945, imax: 119, n: 269 computing farthest point 35, dmax: 2.72393, imax: 189, n: 269 computing farthest point 36, dmax: 2.6854815, imax: 210, n: 269 computing farthest point 37, dmax: 2.5856924, imax: 117, n: 269 computing farthest point 38, dmax: 2.475542, imax: 51, n: 269 computing farthest point 39, dmax: 2.385563, imax: 256, n: 269 computing farthest point 40, dmax: 2.3017836, imax: 165, n: 269 computing farthest point 41, dmax: 2.250196, imax: 28, n: 269 computing farthest point 42, dmax: 2.244715, imax: 91, n: 269 computing farthest point 43, dmax: 2.2079766, imax: 243, n: 269 computing farthest point 44, dmax: 2.1995523, imax: 229, n: 269 computing farthest point 45, dmax: 2.1577065, imax: 19, n: 269 computing farthest point 46, dmax: 2.0850873, imax: 131, n: 269 computing farthest point 47, dmax: 2.0554461, imax: 38, n: 269 computing farthest point 48, dmax: 2.0469978, imax: 263, n: 269 computing farthest point 49, dmax: 1.965644, imax: 127, n: 269 computing farthest point 50, dmax: 1.7896247, imax: 132, n: 269 (n, m, k, length(A.centers), length(C)) = (7496, 354, 50, 50, 50) [ Info: using 32 random queries from the dataset append_items! sp=9112, ep=9128, n=9128, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 282 , 2025-06-29T11:51:30.017 append_items! sp=9418, ep=9434, n=9434, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 282 , 2025-06-29T11:51:30.023 append_items! sp=9435, ep=9451, n=9451, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 282 , 2025-06-29T11:51:30.024 computing farthest point 1, dmax: Inf, imax: 250, n: 280 computing farthest point 2, dmax: 17.150007, imax: 19, n: 280 computing farthest point 3, dmax: 14.334095, imax: 14, n: 280 computing farthest point 4, dmax: 12.666546, imax: 186, n: 280 computing farthest point 5, dmax: 11.599578, imax: 11, n: 280 computing farthest point 6, dmax: 9.644713, imax: 45, n: 280 computing farthest point 7, dmax: 9.212985, imax: 135, n: 280 computing farthest point 8, dmax: 8.76166, imax: 211, n: 280 computing farthest point 9, dmax: 7.7042356, imax: 73, n: 280 computing farthest point 10, dmax: 6.9812293, imax: 187, n: 280 computing farthest point 11, dmax: 6.767241, imax: 124, n: 280 computing farthest point 12, dmax: 6.6848187, imax: 2, n: 280 computing farthest point 13, dmax: 6.3753686, imax: 233, n: 280 computing farthest point 14, dmax: 6.1312184, imax: 58, n: 280 computing farthest point 15, dmax: 5.3124704, imax: 91, n: 280 computing farthest point 16, dmax: 5.117052, imax: 26, n: 280 computing farthest point 17, dmax: 5.110754, imax: 86, n: 280 computing farthest point 18, dmax: 5.03592, imax: 98, n: 280 computing farthest point 19, dmax: 4.9262857, imax: 210, n: 280 computing farthest point 20, dmax: 4.8506083, imax: 180, n: 280 computing farthest point 21, dmax: 4.4939885, imax: 3, n: 280 computing farthest point 22, dmax: 4.3991127, imax: 84, n: 280 computing farthest point 23, dmax: 4.175846, imax: 7, n: 280 computing farthest point 24, dmax: 3.8973792, imax: 118, n: 280 computing farthest point 25, dmax: 3.8707652, imax: 205, n: 280 computing farthest point 26, dmax: 3.5647151, imax: 80, n: 280 computing farthest point 27, dmax: 3.467823, imax: 150, n: 280 computing farthest point 28, dmax: 3.4531643, imax: 249, n: 280 computing farthest point 29, dmax: 3.1970375, imax: 156, n: 280 computing farthest point 30, dmax: 3.0719705, imax: 10, n: 280 computing farthest point 31, dmax: 2.9373376, imax: 220, n: 280 computing farthest point 32, dmax: 2.93667, imax: 106, n: 280 computing farthest point 33, dmax: 2.7983656, imax: 21, n: 280 computing farthest point 34, dmax: 2.729902, imax: 154, n: 280 computing farthest point 35, dmax: 2.6352623, imax: 213, n: 280 computing farthest point 36, dmax: 2.608257, imax: 66, n: 280 computing farthest point 37, dmax: 2.5684688, imax: 277, n: 280 computing farthest point 38, dmax: 2.526268, imax: 94, n: 280 computing farthest point 39, dmax: 2.4943292, imax: 245, n: 280 computing farthest point 40, dmax: 2.3677015, imax: 95, n: 280 computing farthest point 41, dmax: 2.3545883, imax: 108, n: 280 computing farthest point 42, dmax: 2.3409808, imax: 20, n: 280 computing farthest point 43, dmax: 2.3062587, imax: 117, n: 280 computing farthest point 44, dmax: 2.289239, imax: 65, n: 280 computing farthest point 45, dmax: 2.2882755, imax: 76, n: 280 computing farthest point 46, dmax: 2.2876225, imax: 212, n: 280 computing farthest point 47, dmax: 2.1055255, imax: 64, n: 280 computing farthest point 48, dmax: 2.1043057, imax: 111, n: 280 computing farthest point 49, dmax: 1.9926013, imax: 81, n: 280 computing farthest point 50, dmax: 1.9880415, imax: 32, n: 280 computing farthest point 51, dmax: 1.95537, imax: 153, n: 280 computing farthest point 52, dmax: 1.9120897, imax: 184, n: 280 computing farthest point 53, dmax: 1.8676469, imax: 9, n: 280 (n, m, k, length(A.centers), length(C)) = (11236, 386, 53, 53, 53) [ Info: using 32 random queries from the dataset append_items! sp=11747, ep=11763, n=11763, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 382 , 2025-06-29T11:51:30.102 append_items! sp=12835, ep=12851, n=12851, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 382 , 2025-06-29T11:51:30.137 append_items! sp=13464, ep=13480, n=13480, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 382 , 2025-06-29T11:51:30.159 append_items! sp=13855, ep=13871, n=13871, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 382 , 2025-06-29T11:51:30.171 append_items! sp=15980, ep=15996, n=15996, BeamSearch bsize: Int32 8 Δ: Float32 1.075f0 maxvisits: Int64 382 , 2025-06-29T11:51:30.241 computing farthest point 1, dmax: Inf, imax: 184, n: 304 computing farthest point 2, dmax: 31.408268, imax: 242, n: 304 computing farthest point 3, dmax: 25.488684, imax: 26, n: 304 computing farthest point 4, dmax: 19.155626, imax: 300, n: 304 computing farthest point 5, dmax: 15.656428, imax: 83, n: 304 computing farthest point 6, dmax: 15.647228, imax: 123, n: 304 computing farthest point 7, dmax: 11.954401, imax: 12, n: 304 computing farthest point 8, dmax: 10.212392, imax: 152, n: 304 computing farthest point 9, dmax: 10.067457, imax: 183, n: 304 computing farthest point 10, dmax: 7.494056, imax: 196, n: 304 computing farthest point 11, dmax: 7.460075, imax: 268, n: 304 computing farthest point 12, dmax: 7.383099, imax: 285, n: 304 computing farthest point 13, dmax: 6.73106, imax: 84, n: 304 computing farthest point 14, dmax: 6.5776834, imax: 173, n: 304 computing farthest point 15, dmax: 6.105235, imax: 168, n: 304 computing farthest point 16, dmax: 6.0614834, imax: 251, n: 304 computing farthest point 17, dmax: 5.593614, imax: 158, n: 304 computing farthest point 18, dmax: 5.2268147, imax: 254, n: 304 computing farthest point 19, dmax: 4.776315, imax: 200, n: 304 computing farthest point 20, dmax: 4.6551714, imax: 219, n: 304 computing farthest point 21, dmax: 4.534156, imax: 157, n: 304 computing farthest point 22, dmax: 3.8725734, imax: 49, n: 304 computing farthest point 23, dmax: 3.742767, imax: 55, n: 304 computing farthest point 24, dmax: 3.7194893, imax: 61, n: 304 computing farthest point 25, dmax: 3.7088456, imax: 139, n: 304 computing farthest point 26, dmax: 3.3404424, imax: 131, n: 304 computing farthest point 27, dmax: 3.248452, imax: 133, n: 304 computing farthest point 28, dmax: 2.9645324, imax: 271, n: 304 computing farthest point 29, dmax: 2.867807, imax: 213, n: 304 computing farthest point 30, dmax: 2.7625415, imax: 141, n: 304 computing farthest point 31, dmax: 2.6693854, imax: 209, n: 304 computing farthest point 32, dmax: 2.6169913, imax: 52, n: 304 computing farthest point 33, dmax: 2.6021237, imax: 237, n: 304 computing farthest point 34, dmax: 2.4866812, imax: 178, n: 304 computing farthest point 35, dmax: 2.4610705, imax: 274, n: 304 computing farthest point 36, dmax: 2.4100332, imax: 17, n: 304 computing farthest point 37, dmax: 2.3958135, imax: 66, n: 304 computing farthest point 38, dmax: 2.3725228, imax: 301, n: 304 computing farthest point 39, dmax: 2.238242, imax: 162, n: 304 computing farthest point 40, dmax: 2.2325943, imax: 273, n: 304 computing farthest point 41, dmax: 2.21573, imax: 212, n: 304 computing farthest point 42, dmax: 2.1454425, imax: 238, n: 304 computing farthest point 43, dmax: 2.1343246, imax: 294, n: 304 computing farthest point 44, dmax: 2.098885, imax: 118, n: 304 computing farthest point 45, dmax: 2.0784068, imax: 302, n: 304 computing farthest point 46, dmax: 2.0703862, imax: 119, n: 304 computing farthest point 47, dmax: 2.047514, imax: 57, n: 304 computing farthest point 48, dmax: 2.01636, imax: 167, n: 304 computing farthest point 49, dmax: 2.0125859, imax: 14, n: 304 computing farthest point 50, dmax: 1.9174052, imax: 22, n: 304 computing farthest point 51, dmax: 1.9169139, imax: 224, n: 304 computing farthest point 52, dmax: 1.8993785, imax: 177, n: 304 computing farthest point 53, dmax: 1.8701006, imax: 7, n: 304 computing farthest point 54, dmax: 1.8298742, imax: 143, n: 304 computing farthest point 55, dmax: 1.7619735, imax: 122, n: 304 (n, m, k, length(A.centers), length(C)) = (16846, 408, 55, 55, 55) [ Info: using 32 random queries from the dataset append_items! sp=21573, ep=21589, n=21589, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 374 , 2025-06-29T11:51:30.441 append_items! sp=22338, ep=22354, n=22354, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 374 , 2025-06-29T11:51:30.468 append_items! sp=25211, ep=25227, n=25227, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 374 , 2025-06-29T11:51:30.565 computing farthest point 1, dmax: Inf, imax: 178, n: 338 computing farthest point 2, dmax: 20.177382, imax: 8, n: 338 computing farthest point 3, dmax: 15.708063, imax: 77, n: 338 computing farthest point 4, dmax: 12.382638, imax: 68, n: 338 computing farthest point 5, dmax: 12.187796, imax: 108, n: 338 computing farthest point 6, dmax: 11.363725, imax: 4, n: 338 computing farthest point 7, dmax: 10.463795, imax: 186, n: 338 computing farthest point 8, dmax: 9.662272, imax: 139, n: 338 computing farthest point 9, dmax: 9.636022, imax: 148, n: 338 computing farthest point 10, dmax: 7.974605, imax: 21, n: 338 computing farthest point 11, dmax: 7.312597, imax: 45, n: 338 computing farthest point 12, dmax: 6.609954, imax: 173, n: 338 computing farthest point 13, dmax: 6.5347304, imax: 189, n: 338 computing farthest point 14, dmax: 6.3126473, imax: 26, n: 338 computing farthest point 15, dmax: 5.8965707, imax: 153, n: 338 computing farthest point 16, dmax: 5.83102, imax: 234, n: 338 computing farthest point 17, dmax: 5.7939057, imax: 72, n: 338 computing farthest point 18, dmax: 5.3402095, imax: 37, n: 338 computing farthest point 19, dmax: 4.795535, imax: 183, n: 338 computing farthest point 20, dmax: 4.5323415, imax: 137, n: 338 computing farthest point 21, dmax: 4.3126316, imax: 38, n: 338 computing farthest point 22, dmax: 4.204003, imax: 147, n: 338 computing farthest point 23, dmax: 4.055294, imax: 28, n: 338 computing farthest point 24, dmax: 3.9631336, imax: 152, n: 338 computing farthest point 25, dmax: 3.9250886, imax: 315, n: 338 computing farthest point 26, dmax: 3.8078258, imax: 1, n: 338 computing farthest point 27, dmax: 3.7713017, imax: 156, n: 338 computing farthest point 28, dmax: 3.759664, imax: 164, n: 338 computing farthest point 29, dmax: 3.6376297, imax: 332, n: 338 computing farthest point 30, dmax: 3.5387373, imax: 64, n: 338 computing farthest point 31, dmax: 3.5142572, imax: 39, n: 338 computing farthest point 32, dmax: 3.3938823, imax: 11, n: 338 computing farthest point 33, dmax: 3.3021631, imax: 20, n: 338 computing farthest point 34, dmax: 3.206332, imax: 106, n: 338 computing farthest point 35, dmax: 3.0254915, imax: 270, n: 338 computing farthest point 36, dmax: 3.001704, imax: 12, n: 338 computing farthest point 37, dmax: 2.8325527, imax: 159, n: 338 computing farthest point 38, dmax: 2.5459867, imax: 36, n: 338 computing farthest point 39, dmax: 2.3757958, imax: 272, n: 338 computing farthest point 40, dmax: 2.372534, imax: 319, n: 338 computing farthest point 41, dmax: 2.365517, imax: 271, n: 338 computing farthest point 42, dmax: 2.3335176, imax: 297, n: 338 computing farthest point 43, dmax: 2.3132427, imax: 260, n: 338 computing farthest point 44, dmax: 2.2575154, imax: 88, n: 338 computing farthest point 45, dmax: 2.2217834, imax: 277, n: 338 computing farthest point 46, dmax: 2.1640546, imax: 321, n: 338 computing farthest point 47, dmax: 2.0988314, imax: 114, n: 338 computing farthest point 48, dmax: 2.0807378, imax: 50, n: 338 computing farthest point 49, dmax: 2.06858, imax: 197, n: 338 computing farthest point 50, dmax: 1.9890057, imax: 212, n: 338 computing farthest point 51, dmax: 1.9439695, imax: 213, n: 338 computing farthest point 52, dmax: 1.9108295, imax: 249, n: 338 computing farthest point 53, dmax: 1.8505217, imax: 80, n: 338 computing farthest point 54, dmax: 1.843266, imax: 65, n: 338 computing farthest point 55, dmax: 1.8416617, imax: 278, n: 338 computing farthest point 56, dmax: 1.8387716, imax: 41, n: 338 computing farthest point 57, dmax: 1.8341528, imax: 105, n: 338 (n, m, k, length(A.centers), length(C)) = (25261, 431, 57, 57, 57) [ Info: using 32 random queries from the dataset append_items! sp=28883, ep=28899, n=28899, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 314 , 2025-06-29T11:51:30.718 append_items! sp=29053, ep=29069, n=29069, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 314 , 2025-06-29T11:51:30.724 append_items! sp=29903, ep=29919, n=29919, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 314 , 2025-06-29T11:51:30.758 append_items! sp=30464, ep=30480, n=30480, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 314 , 2025-06-29T11:51:30.780 append_items! sp=33065, ep=33081, n=33081, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 314 , 2025-06-29T11:51:30.885 append_items! sp=34340, ep=34356, n=34356, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 314 , 2025-06-29T11:51:30.937 append_items! sp=34833, ep=34849, n=34849, BeamSearch bsize: Int32 4 Δ: Float32 0.975f0 maxvisits: Int64 314 , 2025-06-29T11:51:30.958 computing farthest point 1, dmax: Inf, imax: 84, n: 318 computing farthest point 2, dmax: 40.182808, imax: 222, n: 318 computing farthest point 3, dmax: 20.244947, imax: 11, n: 318 computing farthest point 4, dmax: 18.252712, imax: 227, n: 318 computing farthest point 5, dmax: 16.505156, imax: 50, n: 318 computing farthest point 6, dmax: 16.133924, imax: 26, n: 318 computing farthest point 7, dmax: 11.990604, imax: 120, n: 318 computing farthest point 8, dmax: 10.334065, imax: 48, n: 318 computing farthest point 9, dmax: 9.811958, imax: 265, n: 318 computing farthest point 10, dmax: 9.214878, imax: 148, n: 318 computing farthest point 11, dmax: 7.011138, imax: 21, n: 318 computing farthest point 12, dmax: 6.998456, imax: 112, n: 318 computing farthest point 13, dmax: 6.914798, imax: 231, n: 318 computing farthest point 14, dmax: 6.1185217, imax: 49, n: 318 computing farthest point 15, dmax: 6.0136185, imax: 210, n: 318 computing farthest point 16, dmax: 5.4969425, imax: 167, n: 318 computing farthest point 17, dmax: 5.345058, imax: 136, n: 318 computing farthest point 18, dmax: 5.0679455, imax: 169, n: 318 computing farthest point 19, dmax: 4.8933787, imax: 47, n: 318 computing farthest point 20, dmax: 4.132397, imax: 300, n: 318 computing farthest point 21, dmax: 3.8791523, imax: 194, n: 318 computing farthest point 22, dmax: 3.83313, imax: 272, n: 318 computing farthest point 23, dmax: 3.5619695, imax: 76, n: 318 computing farthest point 24, dmax: 3.540096, imax: 309, n: 318 computing farthest point 25, dmax: 3.4935565, imax: 6, n: 318 computing farthest point 26, dmax: 3.396815, imax: 99, n: 318 computing farthest point 27, dmax: 3.3782287, imax: 212, n: 318 computing farthest point 28, dmax: 3.3619921, imax: 24, n: 318 computing farthest point 29, dmax: 3.3157606, imax: 95, n: 318 computing farthest point 30, dmax: 3.2712839, imax: 82, n: 318 computing farthest point 31, dmax: 3.2132235, imax: 299, n: 318 computing farthest point 32, dmax: 3.0791216, imax: 93, n: 318 computing farthest point 33, dmax: 2.8802192, imax: 109, n: 318 computing farthest point 34, dmax: 2.827194, imax: 313, n: 318 computing farthest point 35, dmax: 2.797564, imax: 160, n: 318 computing farthest point 36, dmax: 2.7605014, imax: 67, n: 318 computing farthest point 37, dmax: 2.7076883, imax: 288, n: 318 computing farthest point 38, dmax: 2.5368278, imax: 158, n: 318 computing farthest point 39, dmax: 2.5004368, imax: 118, n: 318 computing farthest point 40, dmax: 2.4475238, imax: 174, n: 318 computing farthest point 41, dmax: 2.3319983, imax: 41, n: 318 computing farthest point 42, dmax: 2.300854, imax: 153, n: 318 computing farthest point 43, dmax: 2.2146733, imax: 263, n: 318 computing farthest point 44, dmax: 2.1605372, imax: 230, n: 318 computing farthest point 45, dmax: 2.13208, imax: 307, n: 318 computing farthest point 46, dmax: 2.0550823, imax: 139, n: 318 computing farthest point 47, dmax: 1.9705837, imax: 211, n: 318 computing farthest point 48, dmax: 1.9521585, imax: 220, n: 318 computing farthest point 49, dmax: 1.9190332, imax: 91, n: 318 computing farthest point 50, dmax: 1.9168227, imax: 53, n: 318 computing farthest point 51, dmax: 1.8929063, imax: 207, n: 318 computing farthest point 52, dmax: 1.8763494, imax: 215, n: 318 computing farthest point 53, dmax: 1.8627559, imax: 282, n: 318 computing farthest point 54, dmax: 1.853859, imax: 291, n: 318 computing farthest point 55, dmax: 1.8320221, imax: 62, n: 318 computing farthest point 56, dmax: 1.75264, imax: 128, n: 318 computing farthest point 57, dmax: 1.7360011, imax: 155, n: 318 computing farthest point 58, dmax: 1.6586509, imax: 292, n: 318 computing farthest point 59, dmax: 1.6419201, imax: 107, n: 318 (n, m, k, length(A.centers), length(C)) = (37892, 454, 59, 59, 59) [ Info: using 32 random queries from the dataset append_items! sp=41446, ep=41462, n=41462, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.310 append_items! sp=43112, ep=43128, n=43128, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.393 append_items! sp=45067, ep=45083, n=45083, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.487 append_items! sp=46733, ep=46749, n=46749, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.567 append_items! sp=48637, ep=48653, n=48653, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.662 append_items! sp=49096, ep=49112, n=49112, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.685 append_items! sp=50626, ep=50642, n=50642, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.763 append_items! sp=50643, ep=50659, n=50659, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.764 append_items! sp=50762, ep=50778, n=50778, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.770 append_items! sp=51204, ep=51220, n=51220, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.794 append_items! sp=52989, ep=53005, n=53005, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.886 append_items! sp=55063, ep=55079, n=55079, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:31.992 append_items! sp=55913, ep=55929, n=55929, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:32.050 append_items! sp=55981, ep=55997, n=55997, BeamSearch bsize: Int32 6 Δ: Float32 0.925f0 maxvisits: Int64 376 , 2025-06-29T11:51:32.054 computing farthest point 1, dmax: Inf, imax: 359, n: 398 computing farthest point 2, dmax: 27.779709, imax: 199, n: 398 computing farthest point 3, dmax: 19.30072, imax: 369, n: 398 computing farthest point 4, dmax: 16.298521, imax: 55, n: 398 computing farthest point 5, dmax: 12.734044, imax: 338, n: 398 computing farthest point 6, dmax: 12.125059, imax: 192, n: 398 computing farthest point 7, dmax: 11.681344, imax: 178, n: 398 computing farthest point 8, dmax: 9.5639305, imax: 293, n: 398 computing farthest point 9, dmax: 9.226963, imax: 152, n: 398 computing farthest point 10, dmax: 9.186382, imax: 68, n: 398 computing farthest point 11, dmax: 7.329745, imax: 134, n: 398 computing farthest point 12, dmax: 6.859961, imax: 166, n: 398 computing farthest point 13, dmax: 5.999323, imax: 45, n: 398 computing farthest point 14, dmax: 5.866748, imax: 323, n: 398 computing farthest point 15, dmax: 5.7620025, imax: 243, n: 398 computing farthest point 16, dmax: 5.4834447, imax: 185, n: 398 computing farthest point 17, dmax: 5.2378955, imax: 159, n: 398 computing farthest point 18, dmax: 5.1556654, imax: 205, n: 398 computing farthest point 19, dmax: 4.867194, imax: 228, n: 398 computing farthest point 20, dmax: 4.7692, imax: 120, n: 398 computing farthest point 21, dmax: 4.6106234, imax: 32, n: 398 computing farthest point 22, dmax: 4.164609, imax: 207, n: 398 computing farthest point 23, dmax: 3.905355, imax: 395, n: 398 computing farthest point 24, dmax: 3.7138855, imax: 285, n: 398 computing farthest point 25, dmax: 3.686978, imax: 89, n: 398 computing farthest point 26, dmax: 3.4853225, imax: 347, n: 398 computing farthest point 27, dmax: 3.2223432, imax: 372, n: 398 computing farthest point 28, dmax: 3.195879, imax: 210, n: 398 computing farthest point 29, dmax: 3.148256, imax: 306, n: 398 computing farthest point 30, dmax: 3.025116, imax: 64, n: 398 computing farthest point 31, dmax: 2.987167, imax: 158, n: 398 computing farthest point 32, dmax: 2.9127662, imax: 368, n: 398 computing farthest point 33, dmax: 2.876626, imax: 183, n: 398 computing farthest point 34, dmax: 2.7021625, imax: 50, n: 398 computing farthest point 35, dmax: 2.5621302, imax: 384, n: 398 computing farthest point 36, dmax: 2.5417986, imax: 127, n: 398 computing farthest point 37, dmax: 2.4057453, imax: 292, n: 398 computing farthest point 38, dmax: 2.391307, imax: 211, n: 398 computing farthest point 39, dmax: 2.29117, imax: 144, n: 398 computing farthest point 40, dmax: 2.2112393, imax: 218, n: 398 computing farthest point 41, dmax: 2.2053568, imax: 103, n: 398 computing farthest point 42, dmax: 2.2008412, imax: 296, n: 398 computing farthest point 43, dmax: 2.183212, imax: 262, n: 398 computing farthest point 44, dmax: 2.1724195, imax: 15, n: 398 computing farthest point 45, dmax: 2.1529307, imax: 286, n: 398 computing farthest point 46, dmax: 2.1390162, imax: 393, n: 398 computing farthest point 47, dmax: 2.135122, imax: 328, n: 398 computing farthest point 48, dmax: 2.1339521, imax: 366, n: 398 computing farthest point 49, dmax: 2.1215575, imax: 222, n: 398 computing farthest point 50, dmax: 2.0855806, imax: 172, n: 398 computing farthest point 51, dmax: 2.0734742, imax: 119, n: 398 computing farthest point 52, dmax: 2.0499885, imax: 320, n: 398 computing farthest point 53, dmax: 2.0478847, imax: 378, n: 398 computing farthest point 54, dmax: 2.0413296, imax: 57, n: 398 computing farthest point 55, dmax: 1.9912926, imax: 269, n: 398 computing farthest point 56, dmax: 1.9695723, imax: 18, n: 398 computing farthest point 57, dmax: 1.9472315, imax: 274, n: 398 computing farthest point 58, dmax: 1.8939277, imax: 193, n: 398 computing farthest point 59, dmax: 1.8718876, imax: 206, n: 398 computing farthest point 60, dmax: 1.8189456, imax: 33, n: 398 computing farthest point 61, dmax: 1.801194, imax: 260, n: 398 computing farthest point 62, dmax: 1.7989296, imax: 80, n: 398 (n, m, k, length(A.centers), length(C)) = (56830, 489, 62, 62, 62) [ Info: using 32 random queries from the dataset append_items! sp=56848, ep=56864, n=56864, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.121 append_items! sp=57630, ep=57646, n=57646, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.160 append_items! sp=59840, ep=59856, n=59856, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.271 append_items! sp=60010, ep=60026, n=60026, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.280 append_items! sp=61897, ep=61913, n=61913, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.458 append_items! sp=62560, ep=62576, n=62576, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.493 append_items! sp=62594, ep=62610, n=62610, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.495 append_items! sp=63121, ep=63137, n=63137, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.522 append_items! sp=64243, ep=64259, n=64259, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.582 append_items! sp=64379, ep=64395, n=64395, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.589 append_items! sp=64957, ep=64973, n=64973, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.621 append_items! sp=65314, ep=65330, n=65330, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.641 append_items! sp=66589, ep=66605, n=66605, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.710 append_items! sp=67830, ep=67846, n=67846, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.780 append_items! sp=70261, ep=70277, n=70277, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.920 append_items! sp=70448, ep=70464, n=70464, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.932 append_items! sp=70482, ep=70498, n=70498, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.934 append_items! sp=71264, ep=71280, n=71280, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:32.980 append_items! sp=72369, ep=72385, n=72385, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:33.044 append_items! sp=73219, ep=73235, n=73235, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:33.093 append_items! sp=74205, ep=74221, n=74221, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:33.154 append_items! sp=76058, ep=76074, n=76074, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:33.263 append_items! sp=77588, ep=77604, n=77604, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:33.353 append_items! sp=78013, ep=78029, n=78029, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:33.378 append_items! sp=81566, ep=81582, n=81582, BeamSearch bsize: Int32 4 Δ: Float32 0.925f0 maxvisits: Int64 410 , 2025-06-29T11:51:33.591 computing farthest point 1, dmax: Inf, imax: 225, n: 428 computing farthest point 2, dmax: 16.360254, imax: 135, n: 428 computing farthest point 3, dmax: 15.020583, imax: 11, n: 428 computing farthest point 4, dmax: 12.823712, imax: 214, n: 428 computing farthest point 5, dmax: 11.739723, imax: 208, n: 428 computing farthest point 6, dmax: 10.437464, imax: 319, n: 428 computing farthest point 7, dmax: 10.336184, imax: 271, n: 428 computing farthest point 8, dmax: 9.552785, imax: 164, n: 428 computing farthest point 9, dmax: 8.638402, imax: 108, n: 428 computing farthest point 10, dmax: 8.616145, imax: 174, n: 428 computing farthest point 11, dmax: 7.2402835, imax: 126, n: 428 computing farthest point 12, dmax: 6.17869, imax: 298, n: 428 computing farthest point 13, dmax: 6.1270266, imax: 75, n: 428 computing farthest point 14, dmax: 6.065365, imax: 397, n: 428 computing farthest point 15, dmax: 5.707166, imax: 253, n: 428 computing farthest point 16, dmax: 5.5633135, imax: 148, n: 428 computing farthest point 17, dmax: 5.36868, imax: 122, n: 428 computing farthest point 18, dmax: 5.246988, imax: 292, n: 428 computing farthest point 19, dmax: 5.099893, imax: 423, n: 428 computing farthest point 20, dmax: 5.0740557, imax: 101, n: 428 computing farthest point 21, dmax: 5.0398517, imax: 192, n: 428 computing farthest point 22, dmax: 4.8383536, imax: 47, n: 428 computing farthest point 23, dmax: 4.6060243, imax: 409, n: 428 computing farthest point 24, dmax: 4.543414, imax: 275, n: 428 computing farthest point 25, dmax: 4.2654133, imax: 249, n: 428 computing farthest point 26, dmax: 4.146508, imax: 190, n: 428 computing farthest point 27, dmax: 3.9310083, imax: 347, n: 428 computing farthest point 28, dmax: 3.918204, imax: 8, n: 428 computing farthest point 29, dmax: 3.7155325, imax: 425, n: 428 computing farthest point 30, dmax: 3.6457684, imax: 210, n: 428 computing farthest point 31, dmax: 3.4820132, imax: 377, n: 428 computing farthest point 32, dmax: 3.4587646, imax: 373, n: 428 computing farthest point 33, dmax: 3.2722752, imax: 400, n: 428 computing farthest point 34, dmax: 3.1064239, imax: 324, n: 428 computing farthest point 35, dmax: 3.0728586, imax: 353, n: 428 computing farthest point 36, dmax: 2.9853616, imax: 176, n: 428 computing farthest point 37, dmax: 2.7868168, imax: 332, n: 428 computing farthest point 38, dmax: 2.6613967, imax: 424, n: 428 computing farthest point 39, dmax: 2.5905507, imax: 38, n: 428 computing farthest point 40, dmax: 2.582876, imax: 374, n: 428 computing farthest point 41, dmax: 2.5728946, imax: 224, n: 428 computing farthest point 42, dmax: 2.5440028, imax: 246, n: 428 computing farthest point 43, dmax: 2.4945316, imax: 53, n: 428 computing farthest point 44, dmax: 2.4921224, imax: 312, n: 428 computing farthest point 45, dmax: 2.44009, imax: 173, n: 428 computing farthest point 46, dmax: 2.358806, imax: 44, n: 428 computing farthest point 47, dmax: 2.2575173, imax: 73, n: 428 computing farthest point 48, dmax: 2.2146246, imax: 91, n: 428 computing farthest point 49, dmax: 2.1355674, imax: 151, n: 428 computing farthest point 50, dmax: 2.1312313, imax: 284, n: 428 computing farthest point 51, dmax: 2.1265953, imax: 411, n: 428 computing farthest point 52, dmax: 2.1241007, imax: 247, n: 428 computing farthest point 53, dmax: 2.1068778, imax: 315, n: 428 computing farthest point 54, dmax: 2.0874224, imax: 239, n: 428 computing farthest point 55, dmax: 2.0837972, imax: 289, n: 428 computing farthest point 56, dmax: 2.0636282, imax: 387, n: 428 computing farthest point 57, dmax: 2.0630789, imax: 375, n: 428 computing farthest point 58, dmax: 2.0450492, imax: 314, n: 428 computing farthest point 59, dmax: 2.0401392, imax: 69, n: 428 computing farthest point 60, dmax: 2.0332396, imax: 160, n: 428 computing farthest point 61, dmax: 2.0046225, imax: 268, n: 428 computing farthest point 62, dmax: 1.9247425, imax: 320, n: 428 computing farthest point 63, dmax: 1.8951519, imax: 202, n: 428 computing farthest point 64, dmax: 1.8723161, imax: 282, n: 428 (n, m, k, length(A.centers), length(C)) = (85237, 512, 64, 64, 64) [ Info: using 32 random queries from the dataset append_items! sp=86530, ep=86546, n=86546, BeamSearch bsize: Int32 8 Δ: Float32 1.0f0 maxvisits: Int64 456 , 2025-06-29T11:51:33.956 append_items! sp=87907, ep=87923, n=87923, BeamSearch bsize: Int32 8 Δ: Float32 1.0f0 maxvisits: Int64 456 , 2025-06-29T11:51:34.062 append_items! sp=88842, ep=88858, n=88858, BeamSearch bsize: Int32 8 Δ: Float32 1.0f0 maxvisits: Int64 456 , 2025-06-29T11:51:34.132 append_items! sp=91868, ep=91884, n=91884, BeamSearch bsize: Int32 8 Δ: Float32 1.0f0 maxvisits: Int64 456 , 2025-06-29T11:51:34.383 append_items! sp=92276, ep=92292, n=92292, BeamSearch bsize: Int32 8 Δ: Float32 1.0f0 maxvisits: Int64 456 , 2025-06-29T11:51:34.415 append_items! sp=93789, ep=93805, n=93805, BeamSearch bsize: Int32 8 Δ: Float32 1.0f0 maxvisits: Int64 456 , 2025-06-29T11:51:34.528 [ Info: using 64 random queries from the dataset [ Info: buildtime: 13.81478365 sec, memory: 4.051155090332031MB, recall: 0.9790000000000001, recall with AdjacentStoredHints: 0.9790000000000001 [ Info: A> QpS: 82.30805955992268, QpS (already compiled): 25846.65900916316 [ Info: B> QpS: 38.360367448098316, QpS (already compiled): 26856.35128537183 [ Info: [1.0, 6.0, 8.0, 10.0, 14.0, 18.0, 22.0, 31.0, 64.0] ┌ Info: BeamSearch │ bsize: Int32 4 │ Δ: Float32 0.82270247f0 └ maxvisits: Int64 402 computing farthest point 1, dmax: Inf, imax: 64, n: 384 computing farthest point 2, dmax: 27.394827, imax: 247, n: 384 computing farthest point 3, dmax: 18.602753, imax: 282, n: 384 computing farthest point 4, dmax: 15.480497, imax: 278, n: 384 computing farthest point 5, dmax: 14.289144, imax: 350, n: 384 computing farthest point 6, dmax: 11.811345, imax: 224, n: 384 computing farthest point 7, dmax: 11.254776, imax: 88, n: 384 computing farthest point 8, dmax: 9.1858635, imax: 13, n: 384 computing farthest point 9, dmax: 9.155868, imax: 340, n: 384 computing farthest point 10, dmax: 8.912981, imax: 234, n: 384 computing farthest point 11, dmax: 8.303873, imax: 159, n: 384 computing farthest point 12, dmax: 7.864752, imax: 134, n: 384 computing farthest point 13, dmax: 7.6338706, imax: 151, n: 384 computing farthest point 14, dmax: 7.4942546, imax: 104, n: 384 computing farthest point 15, dmax: 6.9653854, imax: 144, n: 384 computing farthest point 16, dmax: 6.924353, imax: 235, n: 384 computing farthest point 17, dmax: 6.544491, imax: 213, n: 384 computing farthest point 18, dmax: 5.480354, imax: 111, n: 384 computing farthest point 19, dmax: 5.421078, imax: 10, n: 384 computing farthest point 20, dmax: 5.1273804, imax: 221, n: 384 computing farthest point 21, dmax: 4.885571, imax: 126, n: 384 computing farthest point 22, dmax: 4.5349526, imax: 332, n: 384 computing farthest point 23, dmax: 4.525137, imax: 160, n: 384 computing farthest point 24, dmax: 4.443224, imax: 18, n: 384 computing farthest point 25, dmax: 4.2328343, imax: 54, n: 384 computing farthest point 26, dmax: 3.9552846, imax: 168, n: 384 computing farthest point 27, dmax: 3.7283854, imax: 109, n: 384 computing farthest point 28, dmax: 3.6780627, imax: 76, n: 384 computing farthest point 29, dmax: 3.6602376, imax: 189, n: 384 computing farthest point 30, dmax: 3.6146884, imax: 215, n: 384 computing farthest point 31, dmax: 3.5572076, imax: 236, n: 384 computing farthest point 32, dmax: 3.533471, imax: 145, n: 384 computing farthest point 33, dmax: 3.382701, imax: 286, n: 384 computing farthest point 34, dmax: 3.1792846, imax: 334, n: 384 computing farthest point 35, dmax: 3.1137183, imax: 209, n: 384 computing farthest point 36, dmax: 2.9775877, imax: 33, n: 384 computing farthest point 37, dmax: 2.852196, imax: 25, n: 384 computing farthest point 38, dmax: 2.7465794, imax: 185, n: 384 computing farthest point 39, dmax: 2.7440846, imax: 245, n: 384 computing farthest point 40, dmax: 2.6818724, imax: 8, n: 384 computing farthest point 41, dmax: 2.6472497, imax: 382, n: 384 computing farthest point 42, dmax: 2.6466908, imax: 336, n: 384 computing farthest point 43, dmax: 2.6294725, imax: 92, n: 384 computing farthest point 44, dmax: 2.6183157, imax: 375, n: 384 computing farthest point 45, dmax: 2.6120203, imax: 254, n: 384 computing farthest point 46, dmax: 2.50664, imax: 225, n: 384 computing farthest point 47, dmax: 2.4542644, imax: 203, n: 384 computing farthest point 48, dmax: 2.381385, imax: 302, n: 384 computing farthest point 49, dmax: 2.344494, imax: 248, n: 384 computing farthest point 50, dmax: 2.316777, imax: 305, n: 384 computing farthest point 51, dmax: 2.3142543, imax: 342, n: 384 computing farthest point 52, dmax: 2.2028584, imax: 212, n: 384 computing farthest point 53, dmax: 2.1481645, imax: 251, n: 384 computing farthest point 54, dmax: 1.9534532, imax: 284, n: 384 computing farthest point 55, dmax: 1.9431368, imax: 140, n: 384 computing farthest point 56, dmax: 1.9306962, imax: 135, n: 384 computing farthest point 57, dmax: 1.9253081, imax: 169, n: 384 computing farthest point 58, dmax: 1.9138354, imax: 348, n: 384 computing farthest point 59, dmax: 1.8864644, imax: 363, n: 384 computing farthest point 60, dmax: 1.8378322, imax: 205, n: 384 computing farthest point 61, dmax: 1.8030295, imax: 85, n: 384 computing farthest point 62, dmax: 1.7787993, imax: 152, n: 384 computing farthest point 63, dmax: 1.7728282, imax: 163, n: 384 computing farthest point 64, dmax: 1.76772, imax: 377, n: 384 computing farthest point 65, dmax: 1.759157, imax: 119, n: 384 (n, m, k, length(A.centers), length(C)) = (100000, 525, 65, 65, 65) [ Info: using 32 random queries from the dataset 0.003767 seconds (217 allocations: 11.641 KiB) [ Info: rebuild buildtime: 5.214014364 sec, memory: 4.187774658203125MB, recall: 0.9790000000000001 => 0.9820000000000004 [ Info: rebuild C> QpS (already compiled): 24440.914090186976 [ Info: [1.0, 9.0, 10.0, 11.0, 13.0, 14.0, 15.0, 16.0, 21.0] ┌ Info: BeamSearch │ bsize: Int32 4 │ Δ: Float32 0.82270247f0 └ maxvisits: Int64 402 Test Summary: | Pass Total Time vector indexing with SearchGraph | 225 225 3m22.6s Testing SimilaritySearch tests passed Testing completed after 417.18s PkgEval succeeded after 477.05s