Package evaluation of SimilaritySearch on Julia 1.11.5 (2d89891cf8*) started at 2025-06-02T13:07:40.600 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.47s ################################################################################ # Installation # Installing SimilaritySearch... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [053f045d] + SimilaritySearch v0.12.0 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 v0.9.4 [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 v0.12.0 [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 v0.5.4 [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 4.22s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 98.78s ################################################################################ # Testing # Testing SimilaritySearch Status `/tmp/jl_4VvFav/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 v0.12.0 [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_4VvFav/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 v0.9.4 [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 v0.12.0 [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 v0.5.4 [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 9.3s 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 13349.7 ms ✓ JET 1 dependency successfully precompiled in 14 seconds. 33 already precompiled. 1 dependency had output during precompilation: ┌ JET │ [Output was shown above] └ 0.000012 seconds [ Info: ("========================", (KnnResult, 10, 10), 10) res = KnnResult(IdWeight[IdWeight(0x000001fc, 0.00022882223f0), IdWeight(0x0000027e, 0.0015610456f0), IdWeight(0x0000017a, 0.0034196377f0), IdWeight(0x0000037d, 0.004764259f0), IdWeight(0x000001e9, 0.0049218535f0), IdWeight(0x0000023f, 0.005197525f0), IdWeight(0x0000039d, 0.006756127f0), IdWeight(0x00000195, 0.008045495f0), IdWeight(0x000001a8, 0.008079171f0), IdWeight(0x00000083, 0.008266091f0)], 10) Vsorted = IdWeight[IdWeight(0x000001fc, 0.00022882223f0), IdWeight(0x0000027e, 0.0015610456f0), IdWeight(0x0000017a, 0.0034196377f0), IdWeight(0x0000037d, 0.004764259f0), IdWeight(0x000001e9, 0.0049218535f0), IdWeight(0x0000023f, 0.005197525f0), IdWeight(0x0000039d, 0.006756127f0), IdWeight(0x00000195, 0.008045495f0), IdWeight(0x000001a8, 0.008079171f0), IdWeight(0x00000083, 0.008266091f0)] [ Info: ======================== starting ============= res = KnnResult(IdWeight[IdWeight(0x000001fc, 0.00022882223f0), IdWeight(0x0000027e, 0.0015610456f0), IdWeight(0x0000017a, 0.0034196377f0), IdWeight(0x0000037d, 0.004764259f0), IdWeight(0x000001e9, 0.0049218535f0), IdWeight(0x0000023f, 0.005197525f0), IdWeight(0x0000039d, 0.006756127f0), IdWeight(0x00000195, 0.008045495f0), IdWeight(0x000001a8, 0.008079171f0), IdWeight(0x00000083, 0.008266091f0)], 10) 0.000001 seconds 0.000007 seconds (1 allocation: 368 bytes) Test Summary: | Pass Total Time shifted vector-based result set | 9 9 41.2s [ Info: (MatrixDatabase{Matrix{Float64}}, SubDatabase{MatrixDatabase{Matrix{Float64}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing vectors with ExhaustiveSearch | 808 808 16.7s [ Info: (VectorDatabase{Vector{Vector{Int64}}}, SubDatabase{VectorDatabase{Vector{Vector{Int64}}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing sequences with ExhaustiveSearch | 404 404 5.9s [ Info: (VectorDatabase{Vector{Vector{Int64}}}, SubDatabase{VectorDatabase{Vector{Vector{Int64}}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing sets with ExhaustiveSearch | 303 303 5.2s Test Summary: | Pass Total Time Normalized Cosine and Normalized Angle distances | 202 202 4.2s Test Summary: | Pass Total Time Binary hamming distance | 101 101 1.9s Test Summary: | Pass Total Time AdjacencyList | 15 15 1.6s (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 8.2s X1[[1, n ÷ 4, n ÷ 2, round(Int, 0.75n), n]] = [3, 4, 4, 5, 5] Test Summary: | Total Time HSP | 0 3.3s [ Info: neardup> starting: 1:100, current elements: 0, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:16.243 [ Info: neardup> finished current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:16.512 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000004, 0x00000006, 0x00000013, 0x00000027, 0x0000002d, 0x0000002e, 0x00000032] D.nn = Int32[1, 2, 3, 4, 3, 6, 3, 3, 3, 1, 3, 6, 3, 2, 3, 3, 4, 3, 19, 1, 3, 6, 6, 3, 4, 6, 2, 2, 19, 3, 2, 6, 1, 2, 2, 19, 1, 3, 39, 2, 19, 3, 6, 3, 45, 46, 6, 19, 3, 50, 6, 1, 3, 3, 1, 19, 6, 50, 39, 39, 46, 3, 3, 39, 6, 4, 19, 3, 3, 39, 3, 50, 3, 19, 3, 39, 19, 19, 3, 45, 39, 3, 39, 4, 4, 46, 4, 39, 6, 3, 19, 19, 3, 46, 39, 3, 4, 2, 6, 6] D.dist = Float32[0.0, 0.0, 0.0, 0.0, 0.018830061, 0.0, 0.016117632, 0.09808189, 0.07527149, 0.07450622, 0.03528005, 0.023951888, 0.043847322, 0.00912106, 0.06439483, 0.08259082, 0.046439707, 0.03193742, 0.0, 0.015702248, 0.045327604, 0.052455902, 0.045891166, 0.030704498, 0.026086688, 0.02571112, 0.08456957, 0.033803046, 0.02215594, 0.02688688, 0.0954358, 0.051889777, 0.015845299, 0.036328256, 0.043942392, 0.03745669, 0.024948597, 0.08599919, 0.0, 0.04806459, 0.018102944, 0.05461341, 0.0823437, 0.012259722, 0.0, 0.0, 0.05476743, 0.0036667585, 0.033958912, 0.0, 0.03413683, 0.014707446, 0.04459232, 0.029538155, 0.027171493, 0.05914855, 0.06968814, 0.0035793185, 0.049665093, 0.008302867, 0.017798245, 0.036978304, 0.0807085, 0.04224986, 0.02947092, 0.050415397, 0.04660648, 0.03741008, 0.020755708, 0.05075878, 0.04508698, 0.019975424, 0.0082348585, 0.068562865, 0.043694973, 0.014672935, 0.088950396, 0.04409468, 0.08345026, 0.008075595, 0.04428506, 0.006234944, 0.020379722, 0.047712147, 0.017558277, 0.041083574, 0.02259463, 0.09305251, 0.072891355, 0.021032691, 0.025601208, 0.09959513, 0.041594207, 0.052677214, 0.032482803, 0.030478716, 0.023148656, 0.042649686, 0.06705195, 0.042323172] Test Summary: | Pass Total Time neardup single block | 3 3 15.6s [ Info: neardup> starting: 1:16, current elements: 0, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.377 [ Info: neardup> range: 17:32, current elements: 5, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.378 [ Info: neardup> range: 33:48, current elements: 6, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.378 [ Info: neardup> range: 49:64, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.378 [ Info: neardup> range: 65:80, current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.378 [ Info: neardup> range: 81:96, current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.379 [ Info: neardup> range: 97:100, current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.379 [ Info: neardup> finished current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.379 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000004, 0x00000006, 0x00000013, 0x00000022, 0x00000027, 0x0000002d, 0x0000002e, 0x00000032] D.nn = Int32[1, 2, 3, 4, 3, 6, 3, 3, 3, 1, 3, 6, 3, 2, 3, 3, 4, 3, 19, 1, 3, 6, 6, 3, 4, 6, 2, 2, 19, 3, 2, 6, 1, 34, 2, 19, 1, 3, 39, 2, 19, 3, 6, 3, 45, 46, 6, 19, 3, 50, 6, 1, 3, 3, 1, 19, 6, 50, 39, 39, 46, 3, 3, 39, 6, 4, 19, 3, 3, 39, 3, 50, 3, 19, 3, 39, 19, 19, 3, 45, 39, 3, 39, 4, 4, 46, 4, 39, 6, 3, 19, 34, 3, 46, 39, 3, 4, 2, 6, 6] D.dist = Float32[0.0, 0.0, 0.0, 0.0, 0.018830061, 0.0, 0.016117632, 0.09808189, 0.07527149, 0.07450622, 0.03528005, 0.023951888, 0.043847322, 0.00912106, 0.06439483, 0.08259082, 0.046439707, 0.03193742, 0.0, 0.015702248, 0.045327604, 0.052455902, 0.045891166, 0.030704498, 0.026086688, 0.02571112, 0.08456957, 0.033803046, 0.02215594, 0.02688688, 0.0954358, 0.051889777, 0.015845299, 0.0, 0.043942392, 0.03745669, 0.024948597, 0.08599919, 0.0, 0.04806459, 0.018102944, 0.05461341, 0.0823437, 0.012259722, 0.0, 0.0, 0.05476743, 0.0036667585, 0.033958912, 0.0, 0.03413683, 0.014707446, 0.04459232, 0.029538155, 0.027171493, 0.05914855, 0.06968814, 0.0035793185, 0.049665093, 0.008302867, 0.017798245, 0.036978304, 0.0807085, 0.04224986, 0.02947092, 0.050415397, 0.04660648, 0.03741008, 0.020755708, 0.05075878, 0.04508698, 0.019975424, 0.0082348585, 0.068562865, 0.043694973, 0.014672935, 0.088950396, 0.04409468, 0.08345026, 0.008075595, 0.04428506, 0.006234944, 0.020379722, 0.047712147, 0.017558277, 0.041083574, 0.02259463, 0.09305251, 0.072891355, 0.021032691, 0.025601208, 0.05016768, 0.041594207, 0.052677214, 0.032482803, 0.030478716, 0.023148656, 0.042649686, 0.06705195, 0.042323172] 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: 2025-06-02T13:12:18.471 [ Info: neardup> range: 17:32, current elements: 16, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.472 [ Info: neardup> range: 33:48, current elements: 16, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.472 [ Info: neardup> range: 49:64, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.472 [ Info: neardup> range: 65:80, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.472 [ Info: neardup> range: 81:96, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.473 [ Info: neardup> range: 97:100, current elements: 19, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.473 [ Info: neardup> finished current elements: 19, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:18.473 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000004, 0x00000005, 0x00000006, 0x00000007, 0x00000008, 0x00000009, 0x0000000a, 0x0000000b, 0x0000000c, 0x0000000d, 0x0000000e, 0x0000000f, 0x00000010, 0x0000002d, 0x0000002e, 0x0000005f] D.nn = Int32[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 4, 5, 8, 1, 13, 6, 12, 13, 4, 12, 14, 14, 8, 7, 2, 13, 1, 14, 2, 8, 1, 9, 10, 14, 8, 10, 13, 5, 45, 46, 9, 8, 3, 5, 6, 1, 5, 13, 1, 8, 12, 5, 10, 15, 46, 13, 16, 10, 6, 9, 8, 3, 5, 8, 13, 5, 5, 15, 7, 15, 11, 8, 13, 45, 10, 3, 9, 5, 4, 46, 12, 15, 13, 3, 8, 15, 3, 46, 95, 10, 4, 2, 13, 12] 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, 0.046439707, 0.0025638342, 0.02041912, 0.015702248, 0.0056270957, 0.052455902, 0.028805792, 0.0013929605, 0.026086688, 0.02183044, 0.047992706, 0.017287552, 0.0128362775, 0.018414497, 0.0954358, 0.042286336, 0.015845299, 0.009430289, 0.043942392, 0.059101522, 0.024948597, 0.012768745, 0.03470105, 0.02350372, 0.06407237, 0.028477669, 0.014528394, 0.00772202, 0.0, 0.0, 0.04512441, 0.028511345, 0.033958912, 0.08052963, 0.03413683, 0.014707446, 0.043031573, 0.0038454533, 0.027171493, 0.0881533, 0.055676997, 0.07704377, 0.059421897, 0.045111775, 0.017798245, 0.020862937, 0.00691247, 0.011431813, 0.02947092, 0.030817807, 0.08364785, 0.03741008, 0.0093566775, 0.009754062, 0.026223421, 0.037079155, 0.003766656, 0.0031927228, 0.016232789, 0.048968256, 0.051760316, 0.04571569, 0.00921315, 0.008075595, 0.030344248, 0.006234944, 0.043899775, 0.038677335, 0.017558277, 0.041083574, 0.01916349, 0.054281294, 0.050402343, 0.021032691, 0.028127491, 0.0487206, 0.041594207, 0.052677214, 0.0, 0.011147678, 0.023148656, 0.042649686, 0.03998798, 0.020453572] 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: 2025-06-02T13:12:35.760 [ Info: neardup> range: 17:32, current elements: 5, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:35.761 [ Info: neardup> range: 33:48, current elements: 6, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:35.761 [ Info: neardup> range: 49:64, current elements: 9, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:35.761 [ Info: neardup> range: 65:80, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:35.761 [ Info: neardup> range: 81:96, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:35.761 [ Info: neardup> range: 97:100, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:35.762 [ Info: neardup> finished current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-02T13:12:35.762 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000004, 0x00000006, 0x00000013, 0x00000027, 0x0000002d, 0x0000002e, 0x00000032] D.nn = Int32[1, 2, 3, 4, 3, 6, 3, 3, 3, 1, 3, 6, 3, 2, 3, 3, 4, 3, 19, 1, 3, 6, 6, 3, 4, 6, 2, 2, 19, 3, 2, 6, 1, 2, 2, 19, 1, 3, 39, 2, 19, 3, 6, 3, 45, 46, 6, 19, 3, 50, 6, 1, 3, 3, 1, 19, 6, 50, 39, 39, 46, 3, 3, 39, 6, 4, 19, 3, 3, 39, 3, 50, 3, 19, 3, 39, 19, 19, 3, 45, 39, 3, 39, 4, 4, 46, 4, 39, 6, 3, 19, 19, 3, 46, 39, 3, 4, 2, 6, 6] D.dist = Float32[0.0, 0.0, 0.0, 0.0, 0.018830061, 0.0, 0.016117632, 0.09808189, 0.07527149, 0.07450622, 0.03528005, 0.023951888, 0.043847322, 0.00912106, 0.06439483, 0.08259082, 0.046439707, 0.03193742, 0.0, 0.015702248, 0.045327604, 0.052455902, 0.045891166, 0.030704498, 0.026086688, 0.02571112, 0.08456957, 0.033803046, 0.02215594, 0.02688688, 0.0954358, 0.051889777, 0.015845299, 0.036328256, 0.043942392, 0.03745669, 0.024948597, 0.08599919, 0.0, 0.04806459, 0.018102944, 0.05461341, 0.0823437, 0.012259722, 0.0, 0.0, 0.05476743, 0.0036667585, 0.033958912, 0.0, 0.03413683, 0.014707446, 0.04459232, 0.029538155, 0.027171493, 0.05914855, 0.06968814, 0.0035793185, 0.049665093, 0.008302867, 0.017798245, 0.036978304, 0.0807085, 0.04224986, 0.02947092, 0.050415397, 0.04660648, 0.03741008, 0.020755708, 0.05075878, 0.04508698, 0.019975424, 0.0082348585, 0.068562865, 0.043694973, 0.014672935, 0.088950396, 0.04409468, 0.08345026, 0.008075595, 0.04428506, 0.006234944, 0.020379722, 0.047712147, 0.017558277, 0.041083574, 0.02259463, 0.09305251, 0.072891355, 0.021032691, 0.025601208, 0.09959513, 0.041594207, 0.052677214, 0.032482803, 0.030478716, 0.023148656, 0.042649686, 0.06705195, 0.042323172] Test Summary: | Pass Total Time neardup small block with filterblocks=false | 3 3 17.3s computing farthest point 1, dmax: Inf, imax: 9, n: 30 computing farthest point 2, dmax: 1.0333062, imax: 11, n: 30 computing farthest point 3, dmax: 0.8663005, imax: 29, n: 30 computing farthest point 4, dmax: 0.7718989, imax: 4, n: 30 computing farthest point 5, dmax: 0.7585366, imax: 16, n: 30 computing farthest point 6, dmax: 0.7087476, imax: 1, n: 30 computing farthest point 7, dmax: 0.6462968, imax: 27, n: 30 computing farthest point 8, dmax: 0.62516385, imax: 8, n: 30 computing farthest point 9, dmax: 0.5784574, imax: 18, n: 30 computing farthest point 10, dmax: 0.5574682, imax: 7, n: 30 Test Summary: | Pass Total Time farthest first traversal | 3 3 2.2s computing farthest point 1, dmax: Inf, imax: 13, n: 119 computing farthest point 2, dmax: 0.2990948, imax: 29, n: 119 computing farthest point 3, dmax: 0.2671743, imax: 96, n: 119 computing farthest point 4, dmax: 0.075541735, imax: 57, n: 119 computing farthest point 5, dmax: 0.067852855, imax: 16, n: 119 computing farthest point 6, dmax: 0.018699229, imax: 100, n: 119 computing farthest point 7, dmax: 0.018152893, imax: 118, n: 119 computing farthest point 8, dmax: 0.017060459, imax: 49, n: 119 computing farthest point 9, dmax: 0.014805317, imax: 60, n: 119 computing farthest point 10, dmax: 0.0052495003, imax: 106, n: 119 computing farthest point 11, dmax: 0.004767716, imax: 87, n: 119 computing farthest point 12, dmax: 0.0046690106, imax: 66, n: 119 computing farthest point 13, dmax: 0.0044150352, imax: 18, n: 119 computing farthest point 14, dmax: 0.0043371916, imax: 90, n: 119 computing farthest point 15, dmax: 0.004206419, imax: 3, n: 119 computing farthest point 16, dmax: 0.0038479567, imax: 20, n: 119 computing farthest point 17, dmax: 0.00219661, imax: 34, n: 119 computing farthest point 18, dmax: 0.0014567375, imax: 79, n: 119 computing farthest point 19, dmax: 0.0014557242, imax: 9, n: 119 computing farthest point 20, dmax: 0.0012430549, imax: 105, n: 119 computing farthest point 21, dmax: 0.001147151, imax: 101, n: 119 computing farthest point 22, dmax: 0.0011430979, imax: 27, n: 119 computing farthest point 23, dmax: 0.0011039376, imax: 47, n: 119 computing farthest point 24, dmax: 0.0010991693, imax: 67, n: 119 computing farthest point 25, dmax: 0.0010316372, imax: 108, n: 119 computing farthest point 26, dmax: 0.0009884834, imax: 103, n: 119 computing farthest point 27, dmax: 0.00093346834, imax: 91, n: 119 computing farthest point 28, dmax: 0.0008545518, imax: 99, n: 119 computing farthest point 29, dmax: 0.000664711, imax: 39, n: 119 computing farthest point 30, dmax: 0.0005996227, imax: 63, n: 119 computing farthest point 31, dmax: 0.00050002337, imax: 6, n: 119 computing farthest point 32, dmax: 0.00041866302, imax: 92, n: 119 computing farthest point 33, dmax: 0.00040364265, imax: 61, n: 119 (n, m, k, length(A.centers), length(C)) = (294, 190, 33, 33, 29) [ Info: using 32 random queries from the dataset append_items! sp=305, ep=309, n=309, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 116 , 2025-06-02T13:12:51.050 computing farthest point 1, dmax: Inf, imax: 105, n: 125 computing farthest point 2, dmax: 0.4642017, imax: 95, n: 125 computing farthest point 3, dmax: 0.13325185, imax: 66, n: 125 computing farthest point 4, dmax: 0.117972314, imax: 102, n: 125 computing farthest point 5, dmax: 0.032413304, imax: 15, n: 125 computing farthest point 6, dmax: 0.029711366, imax: 26, n: 125 computing farthest point 7, dmax: 0.028531909, imax: 44, n: 125 computing farthest point 8, dmax: 0.008519471, imax: 69, n: 125 computing farthest point 9, dmax: 0.008218765, imax: 124, n: 125 computing farthest point 10, dmax: 0.0081035495, imax: 45, n: 125 computing farthest point 11, dmax: 0.0063741803, imax: 99, n: 125 computing farthest point 12, dmax: 0.0058085322, imax: 67, n: 125 computing farthest point 13, dmax: 0.0050935745, imax: 34, n: 125 computing farthest point 14, dmax: 0.0021504164, imax: 62, n: 125 computing farthest point 15, dmax: 0.0020512938, imax: 86, n: 125 computing farthest point 16, dmax: 0.0019412041, imax: 55, n: 125 computing farthest point 17, dmax: 0.0018483996, imax: 1, n: 125 computing farthest point 18, dmax: 0.001822412, imax: 114, n: 125 computing farthest point 19, dmax: 0.0015748143, imax: 75, n: 125 computing farthest point 20, dmax: 0.0015464425, imax: 51, n: 125 computing farthest point 21, dmax: 0.0014781356, imax: 101, n: 125 computing farthest point 22, dmax: 0.0014236569, imax: 29, n: 125 computing farthest point 23, dmax: 0.0013465285, imax: 68, n: 125 computing farthest point 24, dmax: 0.0011948347, imax: 78, n: 125 computing farthest point 25, dmax: 0.0010384917, imax: 80, n: 125 computing farthest point 26, dmax: 0.00089365244, imax: 81, n: 125 computing farthest point 27, dmax: 0.0007942319, imax: 112, n: 125 computing farthest point 28, dmax: 0.0007300973, imax: 22, n: 125 computing farthest point 29, dmax: 0.00058603287, imax: 118, n: 125 computing farthest point 30, dmax: 0.0005518794, imax: 97, n: 125 computing farthest point 31, dmax: 0.0005400181, imax: 12, n: 125 computing farthest point 32, dmax: 0.0005233884, imax: 71, n: 125 computing farthest point 33, dmax: 0.00047641993, imax: 110, n: 125 computing farthest point 34, dmax: 0.0004400611, imax: 58, n: 125 computing farthest point 35, dmax: 0.00041037798, imax: 122, n: 125 (n, m, k, length(A.centers), length(C)) = (439, 208, 35, 35, 32) [ Info: using 32 random queries from the dataset append_items! sp=465, ep=469, n=469, BeamSearch bsize: Int32 2 Δ: Float32 0.7619048f0 maxvisits: Int64 128 , 2025-06-02T13:12:51.077 append_items! sp=620, ep=624, n=624, BeamSearch bsize: Int32 2 Δ: Float32 0.7619048f0 maxvisits: Int64 128 , 2025-06-02T13:12:51.080 computing farthest point 1, dmax: Inf, imax: 64, n: 160 computing farthest point 2, dmax: 0.30973768, imax: 52, n: 160 computing farthest point 3, dmax: 0.26414514, imax: 131, n: 160 computing farthest point 4, dmax: 0.07837075, imax: 139, n: 160 computing farthest point 5, dmax: 0.06650758, imax: 55, n: 160 computing farthest point 6, dmax: 0.019867241, imax: 129, n: 160 computing farthest point 7, dmax: 0.018793821, imax: 159, n: 160 computing farthest point 8, dmax: 0.016061306, imax: 99, n: 160 computing farthest point 9, dmax: 0.015583634, imax: 151, n: 160 computing farthest point 10, dmax: 0.0053986907, imax: 80, n: 160 computing farthest point 11, dmax: 0.0049526095, imax: 92, n: 160 computing farthest point 12, dmax: 0.0046717525, imax: 4, n: 160 computing farthest point 13, dmax: 0.0046178102, imax: 82, n: 160 computing farthest point 14, dmax: 0.0043746233, imax: 26, n: 160 computing farthest point 15, dmax: 0.0037127733, imax: 22, n: 160 computing farthest point 16, dmax: 0.0034386516, imax: 142, n: 160 computing farthest point 17, dmax: 0.003004074, imax: 45, n: 160 computing farthest point 18, dmax: 0.001404047, imax: 12, n: 160 computing farthest point 19, dmax: 0.001393497, imax: 49, n: 160 computing farthest point 20, dmax: 0.001299262, imax: 154, n: 160 computing farthest point 21, dmax: 0.0012713671, imax: 109, n: 160 computing farthest point 22, dmax: 0.0012137294, imax: 18, n: 160 computing farthest point 23, dmax: 0.001172483, imax: 119, n: 160 computing farthest point 24, dmax: 0.0011126995, imax: 7, n: 160 computing farthest point 25, dmax: 0.0011049509, imax: 81, n: 160 computing farthest point 26, dmax: 0.0010308027, imax: 160, n: 160 computing farthest point 27, dmax: 0.0010071993, imax: 120, n: 160 computing farthest point 28, dmax: 0.0008854866, imax: 136, n: 160 computing farthest point 29, dmax: 0.0008777976, imax: 141, n: 160 computing farthest point 30, dmax: 0.00083076954, imax: 65, n: 160 computing farthest point 31, dmax: 0.0007161498, imax: 68, n: 160 computing farthest point 32, dmax: 0.0006481409, imax: 34, n: 160 computing farthest point 33, dmax: 0.000639081, imax: 29, n: 160 computing farthest point 34, dmax: 0.00036394596, imax: 75, n: 160 computing farthest point 35, dmax: 0.00033664703, imax: 74, n: 160 computing farthest point 36, dmax: 0.00032061338, imax: 155, n: 160 computing farthest point 37, dmax: 0.000318408, imax: 3, n: 160 (n, m, k, length(A.centers), length(C)) = (659, 226, 37, 37, 34) [ Info: using 32 random queries from the dataset append_items! sp=880, ep=884, n=884, BeamSearch bsize: Int32 2 Δ: Float32 0.882f0 maxvisits: Int64 138 , 2025-06-02T13:12:51.111 computing farthest point 1, dmax: Inf, imax: 8, n: 182 computing farthest point 2, dmax: 0.61430466, imax: 61, n: 182 computing farthest point 3, dmax: 0.16557854, imax: 121, n: 182 computing farthest point 4, dmax: 0.071701586, imax: 127, n: 182 computing farthest point 5, dmax: 0.041392326, imax: 78, n: 182 computing farthest point 6, dmax: 0.038236797, imax: 34, n: 182 computing farthest point 7, dmax: 0.017305851, imax: 70, n: 182 computing farthest point 8, dmax: 0.011732399, imax: 35, n: 182 computing farthest point 9, dmax: 0.010587394, imax: 107, n: 182 computing farthest point 10, dmax: 0.009243071, imax: 159, n: 182 computing farthest point 11, dmax: 0.0092125535, imax: 154, n: 182 computing farthest point 12, dmax: 0.004170716, imax: 173, n: 182 computing farthest point 13, dmax: 0.0030508041, imax: 163, n: 182 computing farthest point 14, dmax: 0.0030192137, imax: 68, n: 182 computing farthest point 15, dmax: 0.0027516484, imax: 122, n: 182 computing farthest point 16, dmax: 0.0027510524, imax: 145, n: 182 computing farthest point 17, dmax: 0.0025996566, imax: 115, n: 182 computing farthest point 18, dmax: 0.0024655461, imax: 76, n: 182 computing farthest point 19, dmax: 0.0020754337, imax: 26, n: 182 computing farthest point 20, dmax: 0.002023816, imax: 25, n: 182 computing farthest point 21, dmax: 0.0019598603, imax: 100, n: 182 computing farthest point 22, dmax: 0.0015534163, imax: 124, n: 182 computing farthest point 23, dmax: 0.0010165572, imax: 20, n: 182 computing farthest point 24, dmax: 0.0009008646, imax: 85, n: 182 computing farthest point 25, dmax: 0.00077182055, imax: 84, n: 182 computing farthest point 26, dmax: 0.0007560849, imax: 10, n: 182 computing farthest point 27, dmax: 0.00070118904, imax: 12, n: 182 computing farthest point 28, dmax: 0.0006839633, imax: 96, n: 182 computing farthest point 29, dmax: 0.00065875053, imax: 53, n: 182 computing farthest point 30, dmax: 0.0006198883, imax: 65, n: 182 computing farthest point 31, dmax: 0.0006081462, imax: 72, n: 182 computing farthest point 32, dmax: 0.00055491924, imax: 128, n: 182 computing farthest point 33, dmax: 0.00051242113, imax: 44, n: 182 computing farthest point 34, dmax: 0.00049835443, imax: 50, n: 182 computing farthest point 35, dmax: 0.00044089556, imax: 165, n: 182 computing farthest point 36, dmax: 0.00043332577, imax: 13, n: 182 computing farthest point 37, dmax: 0.00042170286, imax: 131, n: 182 computing farthest point 38, dmax: 0.00035631657, imax: 56, n: 182 computing farthest point 39, dmax: 0.0003530383, imax: 14, n: 182 (n, m, k, length(A.centers), length(C)) = (989, 244, 39, 39, 37) [ Info: using 32 random queries from the dataset (i, j, d) = (21, 932, -1.1920929f-7) (i, j, d, :parallel) = (21, 932, -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 => 7.599297039, :exact => 0.123463549) Test Summary: | Pass Total Time closestpair | 5 5 8.3s computing farthest point 1, dmax: Inf, imax: 25, n: 104 computing farthest point 2, dmax: 3.1625178, imax: 78, n: 104 computing farthest point 3, dmax: 1.9325837, imax: 75, n: 104 computing farthest point 4, dmax: 1.7581966, imax: 5, n: 104 computing farthest point 5, dmax: 1.6327189, imax: 33, n: 104 computing farthest point 6, dmax: 1.3852533, imax: 35, n: 104 computing farthest point 7, dmax: 1.2870921, imax: 8, n: 104 computing farthest point 8, dmax: 1.2662497, imax: 1, n: 104 computing farthest point 9, dmax: 1.2562442, imax: 51, n: 104 computing farthest point 10, dmax: 1.2295069, imax: 27, n: 104 computing farthest point 11, dmax: 1.1228551, imax: 14, n: 104 computing farthest point 12, dmax: 1.0635037, imax: 102, n: 104 computing farthest point 13, dmax: 1.0510349, imax: 81, n: 104 computing farthest point 14, dmax: 1.013648, imax: 21, n: 104 computing farthest point 15, dmax: 0.8692586, imax: 3, n: 104 computing farthest point 16, dmax: 0.8651856, imax: 85, n: 104 computing farthest point 17, dmax: 0.84212065, imax: 93, n: 104 computing farthest point 18, dmax: 0.8220071, imax: 91, n: 104 computing farthest point 19, dmax: 0.7688547, imax: 69, n: 104 computing farthest point 20, dmax: 0.7664675, imax: 53, n: 104 computing farthest point 21, dmax: 0.74209934, imax: 43, n: 104 computing farthest point 22, dmax: 0.7353488, imax: 79, n: 104 computing farthest point 23, dmax: 0.7105119, imax: 77, n: 104 computing farthest point 24, dmax: 0.7000982, imax: 67, n: 104 computing farthest point 25, dmax: 0.65553844, imax: 90, n: 104 computing farthest point 26, dmax: 0.6232785, imax: 15, n: 104 computing farthest point 27, dmax: 0.5944172, imax: 55, n: 104 computing farthest point 28, dmax: 0.5799371, imax: 18, n: 104 computing farthest point 29, dmax: 0.57532614, imax: 56, n: 104 computing farthest point 30, dmax: 0.5745055, imax: 73, n: 104 computing farthest point 31, dmax: 0.5713568, imax: 48, n: 104 computing farthest point 32, dmax: 0.5694985, imax: 59, n: 104 computing farthest point 33, dmax: 0.5680402, imax: 19, n: 104 (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: 74, n: 123 computing farthest point 2, dmax: 1.9067084, imax: 66, n: 123 computing farthest point 3, dmax: 1.6838828, imax: 113, n: 123 computing farthest point 4, dmax: 1.3751515, imax: 63, n: 123 computing farthest point 5, dmax: 1.3536583, imax: 70, n: 123 computing farthest point 6, dmax: 1.2636547, imax: 56, n: 123 computing farthest point 7, dmax: 1.2086948, imax: 14, n: 123 computing farthest point 8, dmax: 1.0468899, imax: 27, n: 123 computing farthest point 9, dmax: 1.040355, imax: 29, n: 123 computing farthest point 10, dmax: 0.99180895, imax: 4, n: 123 computing farthest point 11, dmax: 0.97313654, imax: 40, n: 123 computing farthest point 12, dmax: 0.9624072, imax: 85, n: 123 computing farthest point 13, dmax: 0.9026565, imax: 80, n: 123 computing farthest point 14, dmax: 0.88138735, imax: 24, n: 123 computing farthest point 15, dmax: 0.8583616, imax: 96, n: 123 computing farthest point 16, dmax: 0.84324306, imax: 41, n: 123 computing farthest point 17, dmax: 0.8174655, imax: 10, n: 123 computing farthest point 18, dmax: 0.78988445, imax: 53, n: 123 computing farthest point 19, dmax: 0.7474083, imax: 39, n: 123 computing farthest point 20, dmax: 0.730358, imax: 89, n: 123 computing farthest point 21, dmax: 0.7270511, imax: 72, n: 123 computing farthest point 22, dmax: 0.71414965, imax: 103, n: 123 computing farthest point 23, dmax: 0.70782185, imax: 18, n: 123 computing farthest point 24, dmax: 0.6882522, imax: 105, n: 123 computing farthest point 25, dmax: 0.67352754, imax: 77, n: 123 computing farthest point 26, dmax: 0.6641936, imax: 67, n: 123 computing farthest point 27, dmax: 0.64237654, imax: 93, n: 123 computing farthest point 28, dmax: 0.6347145, imax: 101, n: 123 computing farthest point 29, dmax: 0.62354916, imax: 43, n: 123 computing farthest point 30, dmax: 0.57618415, imax: 58, n: 123 computing farthest point 31, dmax: 0.56618583, imax: 5, n: 123 computing farthest point 32, dmax: 0.55891484, imax: 86, n: 123 computing farthest point 33, dmax: 0.55308414, imax: 1, n: 123 computing farthest point 34, dmax: 0.5507224, imax: 83, n: 123 computing farthest point 35, dmax: 0.5460763, imax: 23, n: 123 (n, m, k, length(A.centers), length(C)) = (440, 208, 35, 35, 33) [ Info: using 32 random queries from the dataset append_items! sp=621, ep=629, n=629, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 376 , 2025-06-02T13:13:11.976 computing farthest point 1, dmax: Inf, imax: 59, n: 156 computing farthest point 2, dmax: 2.921862, imax: 71, n: 156 computing farthest point 3, dmax: 1.9524454, imax: 138, n: 156 computing farthest point 4, dmax: 1.80535, imax: 4, n: 156 computing farthest point 5, dmax: 1.6623559, imax: 142, n: 156 computing farthest point 6, dmax: 1.5555776, imax: 37, n: 156 computing farthest point 7, dmax: 1.4308097, imax: 148, n: 156 computing farthest point 8, dmax: 1.3556372, imax: 87, n: 156 computing farthest point 9, dmax: 1.3522749, imax: 51, n: 156 computing farthest point 10, dmax: 1.1692564, imax: 88, n: 156 computing farthest point 11, dmax: 1.1688665, imax: 27, n: 156 computing farthest point 12, dmax: 1.1211026, imax: 122, n: 156 computing farthest point 13, dmax: 0.9847964, imax: 86, n: 156 computing farthest point 14, dmax: 0.936127, imax: 24, n: 156 computing farthest point 15, dmax: 0.927826, imax: 132, n: 156 computing farthest point 16, dmax: 0.9158658, imax: 50, n: 156 computing farthest point 17, dmax: 0.884906, imax: 32, n: 156 computing farthest point 18, dmax: 0.87008893, imax: 22, n: 156 computing farthest point 19, dmax: 0.8039349, imax: 75, n: 156 computing farthest point 20, dmax: 0.7659507, imax: 111, n: 156 computing farthest point 21, dmax: 0.7498145, imax: 118, n: 156 computing farthest point 22, dmax: 0.7444763, imax: 48, n: 156 computing farthest point 23, dmax: 0.7308514, imax: 146, n: 156 computing farthest point 24, dmax: 0.7301243, imax: 144, n: 156 computing farthest point 25, dmax: 0.6866684, imax: 128, n: 156 computing farthest point 26, dmax: 0.68306905, imax: 35, n: 156 computing farthest point 27, dmax: 0.6728355, imax: 76, n: 156 computing farthest point 28, dmax: 0.66720134, imax: 57, n: 156 computing farthest point 29, dmax: 0.6503425, imax: 137, n: 156 computing farthest point 30, dmax: 0.6486881, imax: 42, n: 156 computing farthest point 31, dmax: 0.61490315, imax: 79, n: 156 computing farthest point 32, dmax: 0.6101867, imax: 14, n: 156 computing farthest point 33, dmax: 0.60461485, imax: 126, n: 156 computing farthest point 34, dmax: 0.597573, imax: 83, n: 156 computing farthest point 35, dmax: 0.59367234, imax: 121, n: 156 computing farthest point 36, dmax: 0.5930484, imax: 3, n: 156 computing farthest point 37, dmax: 0.58737326, imax: 69, n: 156 computing farthest point 38, dmax: 0.5705742, imax: 44, n: 156 computing farthest point 39, dmax: 0.5632359, imax: 154, n: 156 (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: 113, n: 185 computing farthest point 2, dmax: 2.181855, imax: 103, n: 185 computing farthest point 3, dmax: 1.9793726, imax: 71, n: 185 computing farthest point 4, dmax: 1.7546114, imax: 105, n: 185 computing farthest point 5, dmax: 1.5619735, imax: 3, n: 185 computing farthest point 6, dmax: 1.399862, imax: 15, n: 185 computing farthest point 7, dmax: 1.3597683, imax: 120, n: 185 computing farthest point 8, dmax: 1.2470235, imax: 4, n: 185 computing farthest point 9, dmax: 1.204894, imax: 160, n: 185 computing farthest point 10, dmax: 1.1532207, imax: 13, n: 185 computing farthest point 11, dmax: 1.110144, imax: 50, n: 185 computing farthest point 12, dmax: 1.0112513, imax: 183, n: 185 computing farthest point 13, dmax: 0.9721318, imax: 148, n: 185 computing farthest point 14, dmax: 0.96879375, imax: 7, n: 185 computing farthest point 15, dmax: 0.94490236, imax: 88, n: 185 computing farthest point 16, dmax: 0.9428734, imax: 151, n: 185 computing farthest point 17, dmax: 0.92965305, imax: 136, n: 185 computing farthest point 18, dmax: 0.9047775, imax: 63, n: 185 computing farthest point 19, dmax: 0.8933368, imax: 101, n: 185 computing farthest point 20, dmax: 0.87315786, imax: 182, n: 185 computing farthest point 21, dmax: 0.8179545, imax: 28, n: 185 computing farthest point 22, dmax: 0.7963957, imax: 134, n: 185 computing farthest point 23, dmax: 0.7885094, imax: 126, n: 185 computing farthest point 24, dmax: 0.78794754, imax: 106, n: 185 computing farthest point 25, dmax: 0.7861602, imax: 17, n: 185 computing farthest point 26, dmax: 0.754374, imax: 65, n: 185 computing farthest point 27, dmax: 0.7323964, imax: 116, n: 185 computing farthest point 28, dmax: 0.723291, imax: 26, n: 185 computing farthest point 29, dmax: 0.70135754, imax: 55, n: 185 computing farthest point 30, dmax: 0.68424577, imax: 179, n: 185 computing farthest point 31, dmax: 0.6706245, imax: 155, n: 185 computing farthest point 32, dmax: 0.667315, imax: 43, n: 185 computing farthest point 33, dmax: 0.6572331, imax: 25, n: 185 computing farthest point 34, dmax: 0.64233327, imax: 139, n: 185 computing farthest point 35, dmax: 0.63905674, imax: 87, n: 185 computing farthest point 36, dmax: 0.627001, imax: 20, n: 185 computing farthest point 37, dmax: 0.6164888, imax: 30, n: 185 computing farthest point 38, dmax: 0.59948766, imax: 109, n: 185 computing farthest point 39, dmax: 0.5905168, imax: 172, n: 185 computing farthest point 40, dmax: 0.58705896, imax: 38, n: 185 computing farthest point 41, dmax: 0.579525, imax: 44, n: 185 computing farthest point 42, dmax: 0.56698287, imax: 2, n: 185 (n, m, k, length(A.centers), length(C)) = (1484, 273, 42, 42, 39) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 129, n: 213 computing farthest point 2, dmax: 2.3269532, imax: 18, n: 213 computing farthest point 3, dmax: 1.9389012, imax: 105, n: 213 computing farthest point 4, dmax: 1.6939245, imax: 28, n: 213 computing farthest point 5, dmax: 1.506016, imax: 17, n: 213 computing farthest point 6, dmax: 1.4659084, imax: 8, n: 213 computing farthest point 7, dmax: 1.3627381, imax: 123, n: 213 computing farthest point 8, dmax: 1.307426, imax: 132, n: 213 computing farthest point 9, dmax: 1.2283416, imax: 99, n: 213 computing farthest point 10, dmax: 1.116585, imax: 82, n: 213 computing farthest point 11, dmax: 1.0833167, imax: 57, n: 213 computing farthest point 12, dmax: 1.0707855, imax: 20, n: 213 computing farthest point 13, dmax: 1.0565418, imax: 210, n: 213 computing farthest point 14, dmax: 1.0402322, imax: 138, n: 213 computing farthest point 15, dmax: 1.0110314, imax: 180, n: 213 computing farthest point 16, dmax: 0.97315073, imax: 124, n: 213 computing farthest point 17, dmax: 0.96363425, imax: 204, n: 213 computing farthest point 18, dmax: 0.9516921, imax: 66, n: 213 computing farthest point 19, dmax: 0.9434537, imax: 137, n: 213 computing farthest point 20, dmax: 0.87334913, imax: 117, n: 213 computing farthest point 21, dmax: 0.8380411, imax: 65, n: 213 computing farthest point 22, dmax: 0.81751716, imax: 12, n: 213 computing farthest point 23, dmax: 0.81081116, imax: 44, n: 213 computing farthest point 24, dmax: 0.8067405, imax: 103, n: 213 computing farthest point 25, dmax: 0.7927527, imax: 77, n: 213 computing farthest point 26, dmax: 0.7909276, imax: 43, n: 213 computing farthest point 27, dmax: 0.78906286, imax: 151, n: 213 computing farthest point 28, dmax: 0.76368946, imax: 88, n: 213 computing farthest point 29, dmax: 0.7509755, imax: 102, n: 213 computing farthest point 30, dmax: 0.7369203, imax: 11, n: 213 computing farthest point 31, dmax: 0.72746783, imax: 9, n: 213 computing farthest point 32, dmax: 0.7118289, imax: 135, n: 213 computing farthest point 33, dmax: 0.6883761, imax: 71, n: 213 computing farthest point 34, dmax: 0.681682, imax: 69, n: 213 computing farthest point 35, dmax: 0.6762977, imax: 100, n: 213 computing farthest point 36, dmax: 0.65694463, imax: 121, n: 213 computing farthest point 37, dmax: 0.65649045, imax: 16, n: 213 computing farthest point 38, dmax: 0.63198334, imax: 5, n: 213 computing farthest point 39, dmax: 0.6192544, imax: 61, n: 213 computing farthest point 40, dmax: 0.61640054, imax: 67, n: 213 computing farthest point 41, dmax: 0.6108178, imax: 36, n: 213 computing farthest point 42, dmax: 0.6102145, imax: 38, n: 213 computing farthest point 43, dmax: 0.5970226, imax: 149, n: 213 computing farthest point 44, dmax: 0.5844688, imax: 187, n: 213 (n, m, k, length(A.centers), length(C)) = (2222, 292, 44, 44, 41) [ Info: using 32 random queries from the dataset append_items! sp=2250, ep=2258, n=2258, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 732 , 2025-06-02T13:13:12.093 append_items! sp=2259, ep=2267, n=2267, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 732 , 2025-06-02T13:13:12.093 append_items! sp=2565, ep=2573, n=2573, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 732 , 2025-06-02T13:13:12.107 append_items! sp=2844, ep=2852, n=2852, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 732 , 2025-06-02T13:13:12.120 append_items! sp=3195, ep=3203, n=3203, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 732 , 2025-06-02T13:13:12.137 computing farthest point 1, dmax: Inf, imax: 93, n: 223 computing farthest point 2, dmax: 2.6329057, imax: 94, n: 223 computing farthest point 3, dmax: 2.193582, imax: 54, n: 223 computing farthest point 4, dmax: 1.7612873, imax: 101, n: 223 computing farthest point 5, dmax: 1.5603044, imax: 162, n: 223 computing farthest point 6, dmax: 1.4291408, imax: 1, n: 223 computing farthest point 7, dmax: 1.4142548, imax: 11, n: 223 computing farthest point 8, dmax: 1.3935554, imax: 12, n: 223 computing farthest point 9, dmax: 1.2176286, imax: 124, n: 223 computing farthest point 10, dmax: 1.1851486, imax: 16, n: 223 computing farthest point 11, dmax: 1.1335428, imax: 80, n: 223 computing farthest point 12, dmax: 1.1314136, imax: 15, n: 223 computing farthest point 13, dmax: 1.0608987, imax: 95, n: 223 computing farthest point 14, dmax: 1.0266703, imax: 57, n: 223 computing farthest point 15, dmax: 0.9925075, imax: 77, n: 223 computing farthest point 16, dmax: 0.98990923, imax: 78, n: 223 computing farthest point 17, dmax: 0.98321897, imax: 171, n: 223 computing farthest point 18, dmax: 0.9481106, imax: 194, n: 223 computing farthest point 19, dmax: 0.9432075, imax: 216, n: 223 computing farthest point 20, dmax: 0.9202475, imax: 122, n: 223 computing farthest point 21, dmax: 0.86879975, imax: 26, n: 223 computing farthest point 22, dmax: 0.86098397, imax: 85, n: 223 computing farthest point 23, dmax: 0.82816875, imax: 86, n: 223 computing farthest point 24, dmax: 0.8062885, imax: 166, n: 223 computing farthest point 25, dmax: 0.77946675, imax: 5, n: 223 computing farthest point 26, dmax: 0.7779508, imax: 75, n: 223 computing farthest point 27, dmax: 0.7563295, imax: 157, n: 223 computing farthest point 28, dmax: 0.7516063, imax: 49, n: 223 computing farthest point 29, dmax: 0.72751594, imax: 45, n: 223 computing farthest point 30, dmax: 0.67879766, imax: 70, n: 223 computing farthest point 31, dmax: 0.66435695, imax: 52, n: 223 computing farthest point 32, dmax: 0.6617689, imax: 64, n: 223 computing farthest point 33, dmax: 0.6521098, imax: 91, n: 223 computing farthest point 34, dmax: 0.651636, imax: 222, n: 223 computing farthest point 35, dmax: 0.6457844, imax: 3, n: 223 computing farthest point 36, dmax: 0.6331807, imax: 76, n: 223 computing farthest point 37, dmax: 0.6260127, imax: 142, n: 223 computing farthest point 38, dmax: 0.61472285, imax: 168, n: 223 computing farthest point 39, dmax: 0.6098839, imax: 110, n: 223 computing farthest point 40, dmax: 0.6059513, imax: 61, n: 223 computing farthest point 41, dmax: 0.5992925, imax: 153, n: 223 computing farthest point 42, dmax: 0.5766931, imax: 50, n: 223 computing farthest point 43, dmax: 0.56995785, imax: 107, n: 223 computing farthest point 44, dmax: 0.56711876, imax: 204, n: 223 computing farthest point 45, dmax: 0.56236756, imax: 111, n: 223 computing farthest point 46, dmax: 0.5445904, imax: 119, n: 223 (n, m, k, length(A.centers), length(C)) = (3329, 312, 46, 46, 45) [ Info: using 32 random queries from the dataset append_items! sp=4491, ep=4499, n=4499, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 278 , 2025-06-02T13:13:12.197 append_items! sp=4545, ep=4553, n=4553, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 278 , 2025-06-02T13:13:12.198 append_items! sp=4977, ep=4985, n=4985, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 278 , 2025-06-02T13:13:12.208 computing farthest point 1, dmax: Inf, imax: 54, n: 244 computing farthest point 2, dmax: 2.9681482, imax: 156, n: 244 computing farthest point 3, dmax: 2.2136245, imax: 19, n: 244 computing farthest point 4, dmax: 1.8911145, imax: 112, n: 244 computing farthest point 5, dmax: 1.5696431, imax: 9, n: 244 computing farthest point 6, dmax: 1.5495294, imax: 82, n: 244 computing farthest point 7, dmax: 1.5123492, imax: 108, n: 244 computing farthest point 8, dmax: 1.4977025, imax: 103, n: 244 computing farthest point 9, dmax: 1.2704912, imax: 224, n: 244 computing farthest point 10, dmax: 1.2327346, imax: 183, n: 244 computing farthest point 11, dmax: 1.1589515, imax: 64, n: 244 computing farthest point 12, dmax: 1.1010761, imax: 71, n: 244 computing farthest point 13, dmax: 1.0584383, imax: 177, n: 244 computing farthest point 14, dmax: 1.0421227, imax: 81, n: 244 computing farthest point 15, dmax: 1.0371389, imax: 206, n: 244 computing farthest point 16, dmax: 1.0118483, imax: 74, n: 244 computing farthest point 17, dmax: 0.96606874, imax: 1, n: 244 computing farthest point 18, dmax: 0.95094055, imax: 85, n: 244 computing farthest point 19, dmax: 0.9195452, imax: 209, n: 244 computing farthest point 20, dmax: 0.87917054, imax: 239, n: 244 computing farthest point 21, dmax: 0.86772776, imax: 105, n: 244 computing farthest point 22, dmax: 0.86517775, imax: 80, n: 244 computing farthest point 23, dmax: 0.8181091, imax: 196, n: 244 computing farthest point 24, dmax: 0.81435233, imax: 50, n: 244 computing farthest point 25, dmax: 0.8040376, imax: 72, n: 244 computing farthest point 26, dmax: 0.7892925, imax: 201, n: 244 computing farthest point 27, dmax: 0.78840756, imax: 87, n: 244 computing farthest point 28, dmax: 0.7775977, imax: 222, n: 244 computing farthest point 29, dmax: 0.7532305, imax: 47, n: 244 computing farthest point 30, dmax: 0.7281632, imax: 226, n: 244 computing farthest point 31, dmax: 0.7251924, imax: 12, n: 244 computing farthest point 32, dmax: 0.72400093, imax: 160, n: 244 computing farthest point 33, dmax: 0.71799, imax: 242, n: 244 computing farthest point 34, dmax: 0.7139707, imax: 176, n: 244 computing farthest point 35, dmax: 0.7066091, imax: 203, n: 244 computing farthest point 36, dmax: 0.6895968, imax: 68, n: 244 computing farthest point 37, dmax: 0.6832966, imax: 45, n: 244 computing farthest point 38, dmax: 0.67474294, imax: 93, n: 244 computing farthest point 39, dmax: 0.67398477, imax: 59, n: 244 computing farthest point 40, dmax: 0.6710162, imax: 46, n: 244 computing farthest point 41, dmax: 0.6498233, imax: 171, n: 244 computing farthest point 42, dmax: 0.64128244, imax: 146, n: 244 computing farthest point 43, dmax: 0.6294761, imax: 189, n: 244 computing farthest point 44, dmax: 0.61876756, imax: 7, n: 244 computing farthest point 45, dmax: 0.61725044, imax: 73, n: 244 computing farthest point 46, dmax: 0.61562705, imax: 115, n: 244 computing farthest point 47, dmax: 0.6148447, imax: 24, n: 244 computing farthest point 48, dmax: 0.6043957, imax: 205, n: 244 (n, m, k, length(A.centers), length(C)) = (4994, 333, 48, 48, 43) [ Info: using 32 random queries from the dataset append_items! sp=5301, ep=5309, n=5309, BeamSearch bsize: Int32 18 Δ: Float32 0.9f0 maxvisits: Int64 612 , 2025-06-02T13:13:12.276 append_items! sp=5787, ep=5795, n=5795, BeamSearch bsize: Int32 18 Δ: Float32 0.9f0 maxvisits: Int64 612 , 2025-06-02T13:13:12.300 append_items! sp=6372, ep=6380, n=6380, BeamSearch bsize: Int32 18 Δ: Float32 0.9f0 maxvisits: Int64 612 , 2025-06-02T13:13:12.329 append_items! sp=6642, ep=6650, n=6650, BeamSearch bsize: Int32 18 Δ: Float32 0.9f0 maxvisits: Int64 612 , 2025-06-02T13:13:12.342 append_items! sp=6876, ep=6884, n=6884, BeamSearch bsize: Int32 18 Δ: Float32 0.9f0 maxvisits: Int64 612 , 2025-06-02T13:13:12.354 computing farthest point 1, dmax: Inf, imax: 203, n: 257 computing farthest point 2, dmax: 2.9492078, imax: 184, n: 257 computing farthest point 3, dmax: 2.073078, imax: 35, n: 257 computing farthest point 4, dmax: 1.8441443, imax: 45, n: 257 computing farthest point 5, dmax: 1.8233647, imax: 9, n: 257 computing farthest point 6, dmax: 1.613328, imax: 21, n: 257 computing farthest point 7, dmax: 1.4454546, imax: 111, n: 257 computing farthest point 8, dmax: 1.4320521, imax: 83, n: 257 computing farthest point 9, dmax: 1.3998048, imax: 248, n: 257 computing farthest point 10, dmax: 1.3613204, imax: 15, n: 257 computing farthest point 11, dmax: 1.3029163, imax: 29, n: 257 computing farthest point 12, dmax: 1.2584864, imax: 91, n: 257 computing farthest point 13, dmax: 1.1469768, imax: 22, n: 257 computing farthest point 14, dmax: 1.1008734, imax: 28, n: 257 computing farthest point 15, dmax: 1.0755994, imax: 40, n: 257 computing farthest point 16, dmax: 0.97526, imax: 31, n: 257 computing farthest point 17, dmax: 0.9466573, imax: 56, n: 257 computing farthest point 18, dmax: 0.9297666, imax: 249, n: 257 computing farthest point 19, dmax: 0.9110826, imax: 1, n: 257 computing farthest point 20, dmax: 0.9034576, imax: 164, n: 257 computing farthest point 21, dmax: 0.8906886, imax: 27, n: 257 computing farthest point 22, dmax: 0.8791359, imax: 7, n: 257 computing farthest point 23, dmax: 0.82352644, imax: 92, n: 257 computing farthest point 24, dmax: 0.80239826, imax: 119, n: 257 computing farthest point 25, dmax: 0.79553044, imax: 94, n: 257 computing farthest point 26, dmax: 0.77831215, imax: 37, n: 257 computing farthest point 27, dmax: 0.77017087, imax: 20, n: 257 computing farthest point 28, dmax: 0.76695424, imax: 213, n: 257 computing farthest point 29, dmax: 0.7423913, imax: 195, n: 257 computing farthest point 30, dmax: 0.7388937, imax: 99, n: 257 computing farthest point 31, dmax: 0.6966173, imax: 64, n: 257 computing farthest point 32, dmax: 0.69505227, imax: 139, n: 257 computing farthest point 33, dmax: 0.6889262, imax: 61, n: 257 computing farthest point 34, dmax: 0.6883357, imax: 169, n: 257 computing farthest point 35, dmax: 0.6830579, imax: 112, n: 257 computing farthest point 36, dmax: 0.6757713, imax: 215, n: 257 computing farthest point 37, dmax: 0.67336583, imax: 200, n: 257 computing farthest point 38, dmax: 0.6690294, imax: 165, n: 257 computing farthest point 39, dmax: 0.6400326, imax: 118, n: 257 computing farthest point 40, dmax: 0.63179034, imax: 70, n: 257 computing farthest point 41, dmax: 0.61771286, imax: 63, n: 257 computing farthest point 42, dmax: 0.60613513, imax: 6, n: 257 computing farthest point 43, dmax: 0.5920214, imax: 90, n: 257 computing farthest point 44, dmax: 0.5804479, imax: 231, n: 257 computing farthest point 45, dmax: 0.5706187, imax: 109, n: 257 computing farthest point 46, dmax: 0.56832284, imax: 242, n: 257 computing farthest point 47, dmax: 0.5677388, imax: 86, n: 257 computing farthest point 48, dmax: 0.56492406, imax: 97, n: 257 computing farthest point 49, dmax: 0.5527366, imax: 96, n: 257 computing farthest point 50, dmax: 0.551, imax: 138, n: 257 (n, m, k, length(A.centers), length(C)) = (7487, 354, 50, 50, 49) [ Info: using 32 random queries from the dataset append_items! sp=7587, ep=7595, n=7595, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.432 append_items! sp=7794, ep=7802, n=7802, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.446 append_items! sp=8622, ep=8630, n=8630, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.503 append_items! sp=9072, ep=9080, n=9080, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.537 append_items! sp=9099, ep=9107, n=9107, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.540 append_items! sp=9585, ep=9593, n=9593, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.581 append_items! sp=10206, ep=10214, n=10214, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.637 append_items! sp=10935, ep=10943, n=10943, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.696 append_items! sp=11547, ep=11555, n=11555, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.745 append_items! sp=12096, ep=12104, n=12104, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.788 append_items! sp=13041, ep=13049, n=13049, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.865 append_items! sp=13932, ep=13940, n=13940, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:12.945 append_items! sp=14751, ep=14759, n=14759, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:13.016 append_items! sp=15138, ep=15146, n=15146, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:13.059 append_items! sp=15390, ep=15398, n=15398, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:13.082 append_items! sp=15408, ep=15416, n=15416, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:13.084 append_items! sp=16146, ep=16154, n=16154, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:13.154 append_items! sp=16470, ep=16478, n=16478, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:13.186 append_items! sp=16722, ep=16730, n=16730, BeamSearch bsize: Int32 26 Δ: Float32 1.0f0 maxvisits: Int64 928 , 2025-06-02T13:13:13.210 computing farthest point 1, dmax: Inf, imax: 54, n: 293 computing farthest point 2, dmax: 2.684223, imax: 81, n: 293 computing farthest point 3, dmax: 2.0354693, imax: 3, n: 293 computing farthest point 4, dmax: 1.9338503, imax: 35, n: 293 computing farthest point 5, dmax: 1.6653272, imax: 51, n: 293 computing farthest point 6, dmax: 1.6210853, imax: 195, n: 293 computing farthest point 7, dmax: 1.5353862, imax: 6, n: 293 computing farthest point 8, dmax: 1.4498606, imax: 106, n: 293 computing farthest point 9, dmax: 1.3867037, imax: 233, n: 293 computing farthest point 10, dmax: 1.3166957, imax: 231, n: 293 computing farthest point 11, dmax: 1.3060396, imax: 191, n: 293 computing farthest point 12, dmax: 1.2466662, imax: 14, n: 293 computing farthest point 13, dmax: 1.237406, imax: 1, n: 293 computing farthest point 14, dmax: 1.1925149, imax: 112, n: 293 computing farthest point 15, dmax: 1.1292263, imax: 45, n: 293 computing farthest point 16, dmax: 1.0594765, imax: 135, n: 293 computing farthest point 17, dmax: 1.0396128, imax: 89, n: 293 computing farthest point 18, dmax: 1.0263845, imax: 155, n: 293 computing farthest point 19, dmax: 1.015952, imax: 168, n: 293 computing farthest point 20, dmax: 0.9859878, imax: 128, n: 293 computing farthest point 21, dmax: 0.9771288, imax: 232, n: 293 computing farthest point 22, dmax: 0.9608916, imax: 10, n: 293 computing farthest point 23, dmax: 0.93733543, imax: 8, n: 293 computing farthest point 24, dmax: 0.92717636, imax: 210, n: 293 computing farthest point 25, dmax: 0.88903403, imax: 182, n: 293 computing farthest point 26, dmax: 0.853373, imax: 134, n: 293 computing farthest point 27, dmax: 0.811542, imax: 104, n: 293 computing farthest point 28, dmax: 0.7806732, imax: 83, n: 293 computing farthest point 29, dmax: 0.77875304, imax: 163, n: 293 computing farthest point 30, dmax: 0.7551132, imax: 203, n: 293 computing farthest point 31, dmax: 0.7544524, imax: 260, n: 293 computing farthest point 32, dmax: 0.73605967, imax: 113, n: 293 computing farthest point 33, dmax: 0.73206526, imax: 32, n: 293 computing farthest point 34, dmax: 0.6944992, imax: 161, n: 293 computing farthest point 35, dmax: 0.6739681, imax: 7, n: 293 computing farthest point 36, dmax: 0.67378736, imax: 12, n: 293 computing farthest point 37, dmax: 0.6735378, imax: 40, n: 293 computing farthest point 38, dmax: 0.67227817, imax: 18, n: 293 computing farthest point 39, dmax: 0.65375936, imax: 49, n: 293 computing farthest point 40, dmax: 0.6409656, imax: 22, n: 293 computing farthest point 41, dmax: 0.6397843, imax: 212, n: 293 computing farthest point 42, dmax: 0.63056177, imax: 67, n: 293 computing farthest point 43, dmax: 0.62582916, imax: 216, n: 293 computing farthest point 44, dmax: 0.62263864, imax: 111, n: 293 computing farthest point 45, dmax: 0.6073141, imax: 246, n: 293 computing farthest point 46, dmax: 0.60304976, imax: 204, n: 293 computing farthest point 47, dmax: 0.58251435, imax: 146, n: 293 computing farthest point 48, dmax: 0.5747577, imax: 172, n: 293 computing farthest point 49, dmax: 0.5740778, imax: 5, n: 293 computing farthest point 50, dmax: 0.56858283, imax: 2, n: 293 computing farthest point 51, dmax: 0.5610013, imax: 82, n: 293 computing farthest point 52, dmax: 0.55457085, imax: 96, n: 293 computing farthest point 53, dmax: 0.5496363, imax: 136, n: 293 computing farthest point 54, dmax: 0.5470838, imax: 284, n: 293 computing farthest point 55, dmax: 0.5469376, imax: 57, n: 293 (n, m, k, length(A.centers), length(C)) = (16838, 408, 55, 55, 54) [ Info: using 32 random queries from the dataset append_items! sp=17001, ep=17009, n=17009, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 424 , 2025-06-02T13:13:13.283 append_items! sp=17586, ep=17594, n=17594, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 424 , 2025-06-02T13:13:13.307 append_items! sp=17622, ep=17630, n=17630, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 424 , 2025-06-02T13:13:13.309 append_items! sp=17847, ep=17855, n=17855, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 424 , 2025-06-02T13:13:13.318 append_items! sp=18252, ep=18260, n=18260, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 424 , 2025-06-02T13:13:13.334 append_items! sp=21951, ep=21959, n=21959, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 424 , 2025-06-02T13:13:13.497 append_items! sp=23400, ep=23408, n=23408, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 424 , 2025-06-02T13:13:13.565 append_items! sp=24777, ep=24785, n=24785, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 424 , 2025-06-02T13:13:13.629 computing farthest point 1, dmax: Inf, imax: 123, n: 328 computing farthest point 2, dmax: 3.7595563, imax: 302, n: 328 computing farthest point 3, dmax: 2.186222, imax: 234, n: 328 computing farthest point 4, dmax: 2.0467324, imax: 65, n: 328 computing farthest point 5, dmax: 1.8907313, imax: 250, n: 328 computing farthest point 6, dmax: 1.759649, imax: 317, n: 328 computing farthest point 7, dmax: 1.7430369, imax: 19, n: 328 computing farthest point 8, dmax: 1.4978855, imax: 29, n: 328 computing farthest point 9, dmax: 1.4762721, imax: 85, n: 328 computing farthest point 10, dmax: 1.4703091, imax: 12, n: 328 computing farthest point 11, dmax: 1.2835579, imax: 232, n: 328 computing farthest point 12, dmax: 1.2107182, imax: 56, n: 328 computing farthest point 13, dmax: 1.1373678, imax: 235, n: 328 computing farthest point 14, dmax: 1.109533, imax: 130, n: 328 computing farthest point 15, dmax: 1.034395, imax: 184, n: 328 computing farthest point 16, dmax: 1.0107408, imax: 24, n: 328 computing farthest point 17, dmax: 0.99889976, imax: 165, n: 328 computing farthest point 18, dmax: 0.96485716, imax: 28, n: 328 computing farthest point 19, dmax: 0.94513667, imax: 253, n: 328 computing farthest point 20, dmax: 0.94093925, imax: 91, n: 328 computing farthest point 21, dmax: 0.93177325, imax: 21, n: 328 computing farthest point 22, dmax: 0.9272909, imax: 231, n: 328 computing farthest point 23, dmax: 0.91455853, imax: 70, n: 328 computing farthest point 24, dmax: 0.9122921, imax: 191, n: 328 computing farthest point 25, dmax: 0.90605617, imax: 207, n: 328 computing farthest point 26, dmax: 0.8813245, imax: 137, n: 328 computing farthest point 27, dmax: 0.87230223, imax: 7, n: 328 computing farthest point 28, dmax: 0.8708235, imax: 43, n: 328 computing farthest point 29, dmax: 0.8326299, imax: 254, n: 328 computing farthest point 30, dmax: 0.81010395, imax: 17, n: 328 computing farthest point 31, dmax: 0.8072567, imax: 47, n: 328 computing farthest point 32, dmax: 0.7814202, imax: 247, n: 328 computing farthest point 33, dmax: 0.76624817, imax: 136, n: 328 computing farthest point 34, dmax: 0.7365054, imax: 76, n: 328 computing farthest point 35, dmax: 0.73138547, imax: 178, n: 328 computing farthest point 36, dmax: 0.72665983, imax: 37, n: 328 computing farthest point 37, dmax: 0.724556, imax: 272, n: 328 computing farthest point 38, dmax: 0.7040549, imax: 258, n: 328 computing farthest point 39, dmax: 0.6991245, imax: 77, n: 328 computing farthest point 40, dmax: 0.69641024, imax: 169, n: 328 computing farthest point 41, dmax: 0.6921371, imax: 274, n: 328 computing farthest point 42, dmax: 0.68084604, imax: 194, n: 328 computing farthest point 43, dmax: 0.6550196, imax: 27, n: 328 computing farthest point 44, dmax: 0.6537072, imax: 44, n: 328 computing farthest point 45, dmax: 0.64520013, imax: 308, n: 328 computing farthest point 46, dmax: 0.6283896, imax: 153, n: 328 computing farthest point 47, dmax: 0.62233096, imax: 220, n: 328 computing farthest point 48, dmax: 0.62072814, imax: 224, n: 328 computing farthest point 49, dmax: 0.6152227, imax: 1, n: 328 computing farthest point 50, dmax: 0.61057913, imax: 84, n: 328 computing farthest point 51, dmax: 0.60700893, imax: 186, n: 328 computing farthest point 52, dmax: 0.6054679, imax: 48, n: 328 computing farthest point 53, dmax: 0.60276884, imax: 213, n: 328 computing farthest point 54, dmax: 0.5945661, imax: 299, n: 328 computing farthest point 55, dmax: 0.58917904, imax: 66, n: 328 computing farthest point 56, dmax: 0.5852083, imax: 51, n: 328 computing farthest point 57, dmax: 0.57931656, imax: 255, n: 328 (n, m, k, length(A.centers), length(C)) = (25253, 431, 57, 57, 54) [ Info: using 32 random queries from the dataset append_items! sp=26325, ep=26333, n=26333, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:13.885 append_items! sp=27441, ep=27449, n=27449, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:13.992 append_items! sp=28233, ep=28241, n=28241, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.071 append_items! sp=28935, ep=28943, n=28943, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.136 append_items! sp=30636, ep=30644, n=30644, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.329 append_items! sp=30843, ep=30851, n=30851, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.357 append_items! sp=31230, ep=31238, n=31238, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.407 append_items! sp=31491, ep=31499, n=31499, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.439 append_items! sp=32616, ep=32624, n=32624, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.582 append_items! sp=33687, ep=33695, n=33695, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.708 append_items! sp=35253, ep=35261, n=35261, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:14.915 append_items! sp=36612, ep=36620, n=36620, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:15.091 append_items! sp=36765, ep=36773, n=36773, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:15.113 append_items! sp=37674, ep=37682, n=37682, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 660 , 2025-06-02T13:13:15.235 computing farthest point 1, dmax: Inf, imax: 38, n: 333 computing farthest point 2, dmax: 2.8131769, imax: 138, n: 333 computing farthest point 3, dmax: 2.275534, imax: 48, n: 333 computing farthest point 4, dmax: 1.7636578, imax: 90, n: 333 computing farthest point 5, dmax: 1.7149884, imax: 51, n: 333 computing farthest point 6, dmax: 1.6721185, imax: 47, n: 333 computing farthest point 7, dmax: 1.6337199, imax: 9, n: 333 computing farthest point 8, dmax: 1.4295982, imax: 34, n: 333 computing farthest point 9, dmax: 1.3765261, imax: 5, n: 333 computing farthest point 10, dmax: 1.3414613, imax: 2, n: 333 computing farthest point 11, dmax: 1.2695496, imax: 160, n: 333 computing farthest point 12, dmax: 1.1825845, imax: 219, n: 333 computing farthest point 13, dmax: 1.1807116, imax: 30, n: 333 computing farthest point 14, dmax: 1.1734587, imax: 15, n: 333 computing farthest point 15, dmax: 1.1641132, imax: 119, n: 333 computing farthest point 16, dmax: 1.15684, imax: 227, n: 333 computing farthest point 17, dmax: 1.116593, imax: 220, n: 333 computing farthest point 18, dmax: 1.1074716, imax: 131, n: 333 computing farthest point 19, dmax: 1.0079037, imax: 145, n: 333 computing farthest point 20, dmax: 1.0044389, imax: 298, n: 333 computing farthest point 21, dmax: 0.9560302, imax: 81, n: 333 computing farthest point 22, dmax: 0.9224092, imax: 61, n: 333 computing farthest point 23, dmax: 0.91681814, imax: 35, n: 333 computing farthest point 24, dmax: 0.9124844, imax: 233, n: 333 computing farthest point 25, dmax: 0.90821064, imax: 279, n: 333 computing farthest point 26, dmax: 0.8528314, imax: 144, n: 333 computing farthest point 27, dmax: 0.8433304, imax: 116, n: 333 computing farthest point 28, dmax: 0.8253173, imax: 96, n: 333 computing farthest point 29, dmax: 0.8146703, imax: 194, n: 333 computing farthest point 30, dmax: 0.7969882, imax: 258, n: 333 computing farthest point 31, dmax: 0.7839002, imax: 154, n: 333 computing farthest point 32, dmax: 0.7734861, imax: 311, n: 333 computing farthest point 33, dmax: 0.76826394, imax: 274, n: 333 computing farthest point 34, dmax: 0.7656916, imax: 153, n: 333 computing farthest point 35, dmax: 0.76286936, imax: 280, n: 333 computing farthest point 36, dmax: 0.74011153, imax: 132, n: 333 computing farthest point 37, dmax: 0.7351748, imax: 313, n: 333 computing farthest point 38, dmax: 0.6978288, imax: 56, n: 333 computing farthest point 39, dmax: 0.693708, imax: 63, n: 333 computing farthest point 40, dmax: 0.6733003, imax: 330, n: 333 computing farthest point 41, dmax: 0.66946995, imax: 57, n: 333 computing farthest point 42, dmax: 0.66623265, imax: 128, n: 333 computing farthest point 43, dmax: 0.65140057, imax: 103, n: 333 computing farthest point 44, dmax: 0.6357023, imax: 18, n: 333 computing farthest point 45, dmax: 0.6292682, imax: 107, n: 333 computing farthest point 46, dmax: 0.62414765, imax: 11, n: 333 computing farthest point 47, dmax: 0.6228404, imax: 26, n: 333 computing farthest point 48, dmax: 0.6223876, imax: 196, n: 333 computing farthest point 49, dmax: 0.62227035, imax: 323, n: 333 computing farthest point 50, dmax: 0.61993563, imax: 314, n: 333 computing farthest point 51, dmax: 0.61452717, imax: 228, n: 333 computing farthest point 52, dmax: 0.61372614, imax: 140, n: 333 computing farthest point 53, dmax: 0.60445017, imax: 327, n: 333 computing farthest point 54, dmax: 0.5958534, imax: 250, n: 333 computing farthest point 55, dmax: 0.59121907, imax: 190, n: 333 computing farthest point 56, dmax: 0.58899593, imax: 23, n: 333 computing farthest point 57, dmax: 0.5773089, imax: 175, n: 333 computing farthest point 58, dmax: 0.5720688, imax: 321, n: 333 computing farthest point 59, dmax: 0.5629821, imax: 45, n: 333 (n, m, k, length(A.centers), length(C)) = (37880, 454, 59, 59, 53) [ Info: using 32 random queries from the dataset append_items! sp=38106, ep=38114, n=38114, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:15.520 append_items! sp=38835, ep=38843, n=38843, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:15.620 append_items! sp=41823, ep=41831, n=41831, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:16.117 append_items! sp=43551, ep=43559, n=43559, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:16.351 append_items! sp=43713, ep=43721, n=43721, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:16.374 append_items! sp=43722, ep=43730, n=43730, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:16.376 append_items! sp=44703, ep=44711, n=44711, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:16.515 append_items! sp=44784, ep=44792, n=44792, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:16.527 append_items! sp=45153, ep=45161, n=45161, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:16.581 append_items! sp=46746, ep=46754, n=46754, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:16.832 append_items! sp=47898, ep=47906, n=47906, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.005 append_items! sp=48357, ep=48365, n=48365, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.071 append_items! sp=48555, ep=48563, n=48563, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.102 append_items! sp=49293, ep=49301, n=49301, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.218 append_items! sp=52452, ep=52460, n=52460, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.696 append_items! sp=52461, ep=52469, n=52469, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.698 append_items! sp=52884, ep=52892, n=52892, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.767 append_items! sp=53136, ep=53144, n=53144, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.806 append_items! sp=53172, ep=53180, n=53180, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.811 append_items! sp=54144, ep=54152, n=54152, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.968 append_items! sp=54171, ep=54179, n=54179, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:17.973 append_items! sp=54387, ep=54395, n=54395, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:18.011 append_items! sp=55008, ep=55016, n=55016, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:18.112 append_items! sp=55530, ep=55538, n=55538, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:18.194 append_items! sp=55611, ep=55619, n=55619, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:18.208 append_items! sp=55872, ep=55880, n=55880, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:18.247 append_items! sp=56322, ep=56330, n=56330, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 712 , 2025-06-02T13:13:18.324 computing farthest point 1, dmax: Inf, imax: 232, n: 383 computing farthest point 2, dmax: 2.209848, imax: 164, n: 383 computing farthest point 3, dmax: 1.6718696, imax: 200, n: 383 computing farthest point 4, dmax: 1.4354905, imax: 6, n: 383 computing farthest point 5, dmax: 1.4349407, imax: 79, n: 383 computing farthest point 6, dmax: 1.357982, imax: 248, n: 383 computing farthest point 7, dmax: 1.3348415, imax: 50, n: 383 computing farthest point 8, dmax: 1.2986314, imax: 1, n: 383 computing farthest point 9, dmax: 1.2453513, imax: 5, n: 383 computing farthest point 10, dmax: 1.2379645, imax: 288, n: 383 computing farthest point 11, dmax: 1.2131855, imax: 194, n: 383 computing farthest point 12, dmax: 1.0754331, imax: 182, n: 383 computing farthest point 13, dmax: 1.0736749, imax: 284, n: 383 computing farthest point 14, dmax: 1.0723685, imax: 304, n: 383 computing farthest point 15, dmax: 1.023413, imax: 103, n: 383 computing farthest point 16, dmax: 1.0168812, imax: 134, n: 383 computing farthest point 17, dmax: 1.006511, imax: 7, n: 383 computing farthest point 18, dmax: 0.93486947, imax: 172, n: 383 computing farthest point 19, dmax: 0.9332882, imax: 338, n: 383 computing farthest point 20, dmax: 0.93075424, imax: 61, n: 383 computing farthest point 21, dmax: 0.9202057, imax: 49, n: 383 computing farthest point 22, dmax: 0.91387886, imax: 375, n: 383 computing farthest point 23, dmax: 0.880183, imax: 207, n: 383 computing farthest point 24, dmax: 0.8797168, imax: 3, n: 383 computing farthest point 25, dmax: 0.87800276, imax: 210, n: 383 computing farthest point 26, dmax: 0.8291184, imax: 374, n: 383 computing farthest point 27, dmax: 0.7787251, imax: 96, n: 383 computing farthest point 28, dmax: 0.76903486, imax: 20, n: 383 computing farthest point 29, dmax: 0.75567377, imax: 315, n: 383 computing farthest point 30, dmax: 0.75055003, imax: 86, n: 383 computing farthest point 31, dmax: 0.738277, imax: 271, n: 383 computing farthest point 32, dmax: 0.7373447, imax: 181, n: 383 computing farthest point 33, dmax: 0.73292774, imax: 32, n: 383 computing farthest point 34, dmax: 0.7309411, imax: 370, n: 383 computing farthest point 35, dmax: 0.71549314, imax: 29, n: 383 computing farthest point 36, dmax: 0.7149072, imax: 214, n: 383 computing farthest point 37, dmax: 0.7121465, imax: 47, n: 383 computing farthest point 38, dmax: 0.71181643, imax: 83, n: 383 computing farthest point 39, dmax: 0.7082139, imax: 294, n: 383 computing farthest point 40, dmax: 0.69920063, imax: 119, n: 383 computing farthest point 41, dmax: 0.6747872, imax: 263, n: 383 computing farthest point 42, dmax: 0.6731938, imax: 202, n: 383 computing farthest point 43, dmax: 0.66516083, imax: 272, n: 383 computing farthest point 44, dmax: 0.63538855, imax: 150, n: 383 computing farthest point 45, dmax: 0.62263006, imax: 145, n: 383 computing farthest point 46, dmax: 0.6018265, imax: 68, n: 383 computing farthest point 47, dmax: 0.59943163, imax: 192, n: 383 computing farthest point 48, dmax: 0.595924, imax: 78, n: 383 computing farthest point 49, dmax: 0.588077, imax: 57, n: 383 computing farthest point 50, dmax: 0.5814706, imax: 283, n: 383 computing farthest point 51, dmax: 0.5809683, imax: 4, n: 383 computing farthest point 52, dmax: 0.5805781, imax: 80, n: 383 computing farthest point 53, dmax: 0.57976305, imax: 319, n: 383 computing farthest point 54, dmax: 0.57922995, imax: 187, n: 383 computing farthest point 55, dmax: 0.577112, imax: 252, n: 383 computing farthest point 56, dmax: 0.5709349, imax: 203, n: 383 computing farthest point 57, dmax: 0.56911266, imax: 329, n: 383 computing farthest point 58, dmax: 0.56589866, imax: 39, n: 383 computing farthest point 59, dmax: 0.5609223, imax: 11, n: 383 computing farthest point 60, dmax: 0.54918844, imax: 322, n: 383 computing farthest point 61, dmax: 0.5479448, imax: 144, n: 383 computing farthest point 62, dmax: 0.54354036, imax: 209, n: 383 (n, m, k, length(A.centers), length(C)) = (56816, 489, 62, 62, 56) [ Info: using 32 random queries from the dataset append_items! sp=57492, ep=57500, n=57500, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.641 append_items! sp=57726, ep=57734, n=57734, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.664 append_items! sp=57942, ep=57950, n=57950, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.684 append_items! sp=57960, ep=57968, n=57968, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.686 append_items! sp=58212, ep=58220, n=58220, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.708 append_items! sp=58239, ep=58247, n=58247, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.711 append_items! sp=60696, ep=60704, n=60704, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.933 append_items! sp=61137, ep=61145, n=61145, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.972 append_items! sp=61146, ep=61154, n=61154, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.974 append_items! sp=61245, ep=61253, n=61253, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:18.983 append_items! sp=63063, ep=63071, n=63071, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.160 append_items! sp=64035, ep=64043, n=64043, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.247 append_items! sp=64377, ep=64385, n=64385, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.279 append_items! sp=64908, ep=64916, n=64916, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.328 append_items! sp=65070, ep=65078, n=65078, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.343 append_items! sp=65961, ep=65969, n=65969, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.430 append_items! sp=66375, ep=66383, n=66383, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.470 append_items! sp=67626, ep=67634, n=67634, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.593 append_items! sp=67995, ep=68003, n=68003, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.629 append_items! sp=70524, ep=70532, n=70532, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.867 append_items! sp=71280, ep=71288, n=71288, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:19.941 append_items! sp=71865, ep=71873, n=71873, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.004 append_items! sp=72333, ep=72341, n=72341, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.053 append_items! sp=77256, ep=77264, n=77264, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.547 append_items! sp=77607, ep=77615, n=77615, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.582 append_items! sp=77805, ep=77813, n=77813, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.603 append_items! sp=78120, ep=78128, n=78128, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.636 append_items! sp=78138, ep=78146, n=78146, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.638 append_items! sp=79794, ep=79802, n=79802, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.814 append_items! sp=79992, ep=80000, n=80000, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.836 append_items! sp=80019, ep=80027, n=80027, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.839 append_items! sp=80406, ep=80414, n=80414, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.878 append_items! sp=80973, ep=80981, n=80981, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:20.934 append_items! sp=82368, ep=82376, n=82376, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:21.082 append_items! sp=82701, ep=82709, n=82709, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:21.116 append_items! sp=82728, ep=82736, n=82736, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:21.119 append_items! sp=83736, ep=83744, n=83744, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:21.223 append_items! sp=84735, ep=84743, n=84743, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 422 , 2025-06-02T13:13:21.326 computing farthest point 1, dmax: Inf, imax: 35, n: 375 computing farthest point 2, dmax: 2.8656733, imax: 224, n: 375 computing farthest point 3, dmax: 1.9363399, imax: 249, n: 375 computing farthest point 4, dmax: 1.7940037, imax: 105, n: 375 computing farthest point 5, dmax: 1.7448628, imax: 137, n: 375 computing farthest point 6, dmax: 1.7429844, imax: 11, n: 375 computing farthest point 7, dmax: 1.6745293, imax: 206, n: 375 computing farthest point 8, dmax: 1.6213791, imax: 341, n: 375 computing farthest point 9, dmax: 1.3897308, imax: 359, n: 375 computing farthest point 10, dmax: 1.3790377, imax: 112, n: 375 computing farthest point 11, dmax: 1.365815, imax: 108, n: 375 computing farthest point 12, dmax: 1.3414488, imax: 92, n: 375 computing farthest point 13, dmax: 1.2436488, imax: 48, n: 375 computing farthest point 14, dmax: 1.1981946, imax: 36, n: 375 computing farthest point 15, dmax: 1.1700499, imax: 3, n: 375 computing farthest point 16, dmax: 1.1478928, imax: 178, n: 375 computing farthest point 17, dmax: 1.1218555, imax: 168, n: 375 computing farthest point 18, dmax: 1.1014905, imax: 170, n: 375 computing farthest point 19, dmax: 1.0944513, imax: 287, n: 375 computing farthest point 20, dmax: 1.0395335, imax: 130, n: 375 computing farthest point 21, dmax: 0.9997368, imax: 329, n: 375 computing farthest point 22, dmax: 0.9397674, imax: 86, n: 375 computing farthest point 23, dmax: 0.92958575, imax: 284, n: 375 computing farthest point 24, dmax: 0.92047054, imax: 242, n: 375 computing farthest point 25, dmax: 0.88438857, imax: 33, n: 375 computing farthest point 26, dmax: 0.85905296, imax: 41, n: 375 computing farthest point 27, dmax: 0.84478027, imax: 13, n: 375 computing farthest point 28, dmax: 0.82944673, imax: 111, n: 375 computing farthest point 29, dmax: 0.78918475, imax: 200, n: 375 computing farthest point 30, dmax: 0.779677, imax: 39, n: 375 computing farthest point 31, dmax: 0.77284545, imax: 349, n: 375 computing farthest point 32, dmax: 0.76988065, imax: 251, n: 375 computing farthest point 33, dmax: 0.74983007, imax: 6, n: 375 computing farthest point 34, dmax: 0.73407406, imax: 16, n: 375 computing farthest point 35, dmax: 0.7303748, imax: 294, n: 375 computing farthest point 36, dmax: 0.7161871, imax: 21, n: 375 computing farthest point 37, dmax: 0.7142709, imax: 291, n: 375 computing farthest point 38, dmax: 0.69397, imax: 219, n: 375 computing farthest point 39, dmax: 0.69291496, imax: 51, n: 375 computing farthest point 40, dmax: 0.6901116, imax: 141, n: 375 computing farthest point 41, dmax: 0.68839353, imax: 314, n: 375 computing farthest point 42, dmax: 0.677552, imax: 371, n: 375 computing farthest point 43, dmax: 0.6663753, imax: 97, n: 375 computing farthest point 44, dmax: 0.65952843, imax: 71, n: 375 computing farthest point 45, dmax: 0.640341, imax: 23, n: 375 computing farthest point 46, dmax: 0.63627195, imax: 316, n: 375 computing farthest point 47, dmax: 0.6295347, imax: 95, n: 375 computing farthest point 48, dmax: 0.6164919, imax: 2, n: 375 computing farthest point 49, dmax: 0.60525995, imax: 134, n: 375 computing farthest point 50, dmax: 0.60013586, imax: 118, n: 375 computing farthest point 51, dmax: 0.59417325, imax: 150, n: 375 computing farthest point 52, dmax: 0.592434, imax: 83, n: 375 computing farthest point 53, dmax: 0.5843188, imax: 76, n: 375 computing farthest point 54, dmax: 0.5824482, imax: 363, n: 375 computing farthest point 55, dmax: 0.57777244, imax: 367, n: 375 computing farthest point 56, dmax: 0.57366836, imax: 199, n: 375 computing farthest point 57, dmax: 0.5667801, imax: 20, n: 375 computing farthest point 58, dmax: 0.5634083, imax: 208, n: 375 computing farthest point 59, dmax: 0.5582791, imax: 338, n: 375 computing farthest point 60, dmax: 0.556058, imax: 221, n: 375 computing farthest point 61, dmax: 0.5550093, imax: 81, n: 375 computing farthest point 62, dmax: 0.5414017, imax: 30, n: 375 computing farthest point 63, dmax: 0.5404887, imax: 160, n: 375 computing farthest point 64, dmax: 0.5390389, imax: 47, n: 375 (n, m, k, length(A.centers), length(C)) = (85229, 512, 64, 64, 58) [ Info: using 32 random queries from the dataset append_items! sp=85392, ep=85400, n=85400, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:21.795 append_items! sp=85608, ep=85616, n=85616, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:21.859 append_items! sp=86067, ep=86075, n=86075, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:21.992 append_items! sp=86508, ep=86516, n=86516, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:22.105 append_items! sp=86895, ep=86903, n=86903, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:22.200 append_items! sp=87003, ep=87011, n=87011, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:22.228 append_items! sp=88416, ep=88424, n=88424, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:22.634 append_items! sp=89271, ep=89279, n=89279, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:22.867 append_items! sp=90054, ep=90062, n=90062, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:23.088 append_items! sp=90225, ep=90233, n=90233, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:23.139 append_items! sp=90576, ep=90584, n=90584, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:23.241 append_items! sp=90648, ep=90656, n=90656, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:23.262 append_items! sp=92493, ep=92501, n=92501, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:23.779 append_items! sp=92547, ep=92555, n=92555, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:23.797 append_items! sp=92709, ep=92717, n=92717, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:23.848 append_items! sp=93195, ep=93203, n=93203, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:23.999 append_items! sp=94086, ep=94094, n=94094, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:24.258 append_items! sp=96921, ep=96929, n=96929, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:25.086 append_items! sp=99279, ep=99287, n=99287, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:25.785 append_items! sp=99630, ep=99638, n=99638, BeamSearch bsize: Int32 26 Δ: Float32 1.1f0 maxvisits: Int64 1138 , 2025-06-02T13:13:25.886 [ Info: ---- starting ParetoRadius optimization --- [ Info: using 64 random queries from the dataset [ Info: ("ParetoRadius:> queries per second: ", 79.40632382894772, ", recall:", 0.8320000000000001) ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.8f0 └ maxvisits: Int64 514 [ Info: ---- starting ParetoRecall optimization --- [ Info: using 64 random queries from the dataset [ Info: ("ParetoRecall:> queries per second: ", 10562.876685386196, ", recall:", 0.8620000000000002) ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.92517006f0 └ maxvisits: Int64 456 [ Info: ========================= AutoBS MinRecall ====================== computing farthest point 1, dmax: Inf, imax: 57, n: 114 computing farthest point 2, dmax: 2.7788734, imax: 5, n: 114 computing farthest point 3, dmax: 2.2751176, imax: 61, n: 114 computing farthest point 4, dmax: 2.0456617, imax: 25, n: 114 computing farthest point 5, dmax: 1.7448062, imax: 16, n: 114 computing farthest point 6, dmax: 1.4821237, imax: 92, n: 114 computing farthest point 7, dmax: 1.4547182, imax: 59, n: 114 computing farthest point 8, dmax: 1.4532223, imax: 10, n: 114 computing farthest point 9, dmax: 1.3484883, imax: 39, n: 114 computing farthest point 10, dmax: 1.3021278, imax: 22, n: 114 computing farthest point 11, dmax: 1.2271268, imax: 36, n: 114 computing farthest point 12, dmax: 1.2183994, imax: 113, n: 114 computing farthest point 13, dmax: 1.089236, imax: 19, n: 114 computing farthest point 14, dmax: 1.0641876, imax: 40, n: 114 computing farthest point 15, dmax: 1.0102204, imax: 7, n: 114 computing farthest point 16, dmax: 0.9466099, imax: 4, n: 114 computing farthest point 17, dmax: 0.905415, imax: 1, n: 114 computing farthest point 18, dmax: 0.8928467, imax: 54, n: 114 computing farthest point 19, dmax: 0.8548938, imax: 60, n: 114 computing farthest point 20, dmax: 0.78917575, imax: 26, n: 114 computing farthest point 21, dmax: 0.7865203, imax: 53, n: 114 computing farthest point 22, dmax: 0.7854884, imax: 69, n: 114 computing farthest point 23, dmax: 0.7281646, imax: 101, n: 114 computing farthest point 24, dmax: 0.6816352, imax: 41, n: 114 computing farthest point 25, dmax: 0.6814813, imax: 50, n: 114 computing farthest point 26, dmax: 0.6520764, imax: 23, n: 114 computing farthest point 27, dmax: 0.6482752, imax: 30, n: 114 computing farthest point 28, dmax: 0.6287424, imax: 97, n: 114 computing farthest point 29, dmax: 0.5912956, imax: 2, n: 114 computing farthest point 30, dmax: 0.59100336, imax: 35, n: 114 computing farthest point 31, dmax: 0.59053934, imax: 76, n: 114 computing farthest point 32, dmax: 0.58290815, imax: 45, n: 114 computing farthest point 33, dmax: 0.57664746, imax: 66, n: 114 (n, m, k, length(A.centers), length(C)) = (305, 190, 33, 33, 30) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 40, n: 128 computing farthest point 2, dmax: 3.0228162, imax: 98, n: 128 computing farthest point 3, dmax: 1.9165425, imax: 48, n: 128 computing farthest point 4, dmax: 1.7785817, imax: 7, n: 128 computing farthest point 5, dmax: 1.7051098, imax: 58, n: 128 computing farthest point 6, dmax: 1.4680191, imax: 11, n: 128 computing farthest point 7, dmax: 1.4336842, imax: 83, n: 128 computing farthest point 8, dmax: 1.2763289, imax: 63, n: 128 computing farthest point 9, dmax: 1.2619249, imax: 25, n: 128 computing farthest point 10, dmax: 1.2246697, imax: 79, n: 128 computing farthest point 11, dmax: 1.1701496, imax: 51, n: 128 computing farthest point 12, dmax: 1.089131, imax: 74, n: 128 computing farthest point 13, dmax: 0.9375744, imax: 94, n: 128 computing farthest point 14, dmax: 0.9099745, imax: 19, n: 128 computing farthest point 15, dmax: 0.88796073, imax: 44, n: 128 computing farthest point 16, dmax: 0.84171385, imax: 6, n: 128 computing farthest point 17, dmax: 0.83558214, imax: 87, n: 128 computing farthest point 18, dmax: 0.82257795, imax: 78, n: 128 computing farthest point 19, dmax: 0.7948498, imax: 68, n: 128 computing farthest point 20, dmax: 0.748429, imax: 9, n: 128 computing farthest point 21, dmax: 0.7464479, imax: 3, n: 128 computing farthest point 22, dmax: 0.74110144, imax: 2, n: 128 computing farthest point 23, dmax: 0.64348, imax: 66, n: 128 computing farthest point 24, dmax: 0.6416571, imax: 99, n: 128 computing farthest point 25, dmax: 0.6275975, imax: 127, n: 128 computing farthest point 26, dmax: 0.6115753, imax: 60, n: 128 computing farthest point 27, dmax: 0.6101168, imax: 18, n: 128 computing farthest point 28, dmax: 0.5976575, imax: 81, n: 128 computing farthest point 29, dmax: 0.59708387, imax: 85, n: 128 computing farthest point 30, dmax: 0.5936213, imax: 55, n: 128 computing farthest point 31, dmax: 0.5881444, imax: 35, n: 128 computing farthest point 32, dmax: 0.5751992, imax: 38, n: 128 computing farthest point 33, dmax: 0.5605899, imax: 1, n: 128 computing farthest point 34, dmax: 0.53435016, imax: 111, n: 128 computing farthest point 35, dmax: 0.5179757, imax: 62, n: 128 (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: 71, n: 144 computing farthest point 2, dmax: 3.0487275, imax: 117, n: 144 computing farthest point 3, dmax: 1.964305, imax: 38, n: 144 computing farthest point 4, dmax: 1.7079531, imax: 89, n: 144 computing farthest point 5, dmax: 1.6431973, imax: 17, n: 144 computing farthest point 6, dmax: 1.6023033, imax: 93, n: 144 computing farthest point 7, dmax: 1.4148822, imax: 3, n: 144 computing farthest point 8, dmax: 1.3657149, imax: 2, n: 144 computing farthest point 9, dmax: 1.309953, imax: 111, n: 144 computing farthest point 10, dmax: 1.2847353, imax: 41, n: 144 computing farthest point 11, dmax: 1.2648637, imax: 48, n: 144 computing farthest point 12, dmax: 1.1984638, imax: 79, n: 144 computing farthest point 13, dmax: 1.1749701, imax: 24, n: 144 computing farthest point 14, dmax: 1.1640503, imax: 34, n: 144 computing farthest point 15, dmax: 1.0615263, imax: 129, n: 144 computing farthest point 16, dmax: 1.0497478, imax: 39, n: 144 computing farthest point 17, dmax: 1.0046954, imax: 107, n: 144 computing farthest point 18, dmax: 0.95245016, imax: 132, n: 144 computing farthest point 19, dmax: 0.9484521, imax: 70, n: 144 computing farthest point 20, dmax: 0.8917368, imax: 19, n: 144 computing farthest point 21, dmax: 0.88601786, imax: 50, n: 144 computing farthest point 22, dmax: 0.8699558, imax: 36, n: 144 computing farthest point 23, dmax: 0.85859495, imax: 72, n: 144 computing farthest point 24, dmax: 0.80520296, imax: 88, n: 144 computing farthest point 25, dmax: 0.79778963, imax: 62, n: 144 computing farthest point 26, dmax: 0.70972747, imax: 65, n: 144 computing farthest point 27, dmax: 0.69172424, imax: 6, n: 144 computing farthest point 28, dmax: 0.6854305, imax: 5, n: 144 computing farthest point 29, dmax: 0.679001, imax: 53, n: 144 computing farthest point 30, dmax: 0.67858773, imax: 85, n: 144 computing farthest point 31, dmax: 0.6701282, imax: 51, n: 144 computing farthest point 32, dmax: 0.66017675, imax: 68, n: 144 computing farthest point 33, dmax: 0.63943213, imax: 139, n: 144 computing farthest point 34, dmax: 0.5914118, imax: 35, n: 144 computing farthest point 35, dmax: 0.5877406, imax: 73, n: 144 computing farthest point 36, dmax: 0.58539724, imax: 110, n: 144 computing farthest point 37, dmax: 0.5819597, imax: 54, n: 144 (n, m, k, length(A.centers), length(C)) = (662, 226, 37, 37, 37) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 169, n: 178 computing farthest point 2, dmax: 2.9073055, imax: 158, n: 178 computing farthest point 3, dmax: 2.0347812, imax: 4, n: 178 computing farthest point 4, dmax: 1.6998762, imax: 12, n: 178 computing farthest point 5, dmax: 1.6365072, imax: 90, n: 178 computing farthest point 6, dmax: 1.4874156, imax: 14, n: 178 computing farthest point 7, dmax: 1.4485544, imax: 11, n: 178 computing farthest point 8, dmax: 1.3582382, imax: 22, n: 178 computing farthest point 9, dmax: 1.2027298, imax: 7, n: 178 computing farthest point 10, dmax: 1.1693605, imax: 28, n: 178 computing farthest point 11, dmax: 1.1229358, imax: 51, n: 178 computing farthest point 12, dmax: 1.106408, imax: 84, n: 178 computing farthest point 13, dmax: 1.0891979, imax: 118, n: 178 computing farthest point 14, dmax: 1.054759, imax: 160, n: 178 computing farthest point 15, dmax: 0.9955224, imax: 41, n: 178 computing farthest point 16, dmax: 0.98859775, imax: 141, n: 178 computing farthest point 17, dmax: 0.95673317, imax: 15, n: 178 computing farthest point 18, dmax: 0.9078956, imax: 18, n: 178 computing farthest point 19, dmax: 0.90028405, imax: 104, n: 178 computing farthest point 20, dmax: 0.89955467, imax: 5, n: 178 computing farthest point 21, dmax: 0.8170026, imax: 93, n: 178 computing farthest point 22, dmax: 0.80753464, imax: 9, n: 178 computing farthest point 23, dmax: 0.7969586, imax: 176, n: 178 computing farthest point 24, dmax: 0.78346366, imax: 2, n: 178 computing farthest point 25, dmax: 0.7790031, imax: 91, n: 178 computing farthest point 26, dmax: 0.77262616, imax: 122, n: 178 computing farthest point 27, dmax: 0.77029485, imax: 155, n: 178 computing farthest point 28, dmax: 0.77012074, imax: 86, n: 178 computing farthest point 29, dmax: 0.76903754, imax: 144, n: 178 computing farthest point 30, dmax: 0.7676464, imax: 131, n: 178 computing farthest point 31, dmax: 0.71104616, imax: 10, n: 178 computing farthest point 32, dmax: 0.70705837, imax: 23, n: 178 computing farthest point 33, dmax: 0.6915483, imax: 71, n: 178 computing farthest point 34, dmax: 0.67644006, imax: 63, n: 178 computing farthest point 35, dmax: 0.6701282, imax: 46, n: 178 computing farthest point 36, dmax: 0.6404196, imax: 57, n: 178 computing farthest point 37, dmax: 0.6339382, imax: 34, n: 178 computing farthest point 38, dmax: 0.63098836, imax: 175, n: 178 computing farthest point 39, dmax: 0.6122257, imax: 147, n: 178 computing farthest point 40, dmax: 0.59709895, imax: 39, n: 178 computing farthest point 41, dmax: 0.57056427, imax: 76, n: 178 computing farthest point 42, dmax: 0.56380206, imax: 100, n: 178 (n, m, k, length(A.centers), length(C)) = (1478, 273, 42, 42, 39) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 180, n: 202 computing farthest point 2, dmax: 2.6627946, imax: 78, n: 202 computing farthest point 3, dmax: 2.1382003, imax: 32, n: 202 computing farthest point 4, dmax: 1.7807623, imax: 89, n: 202 computing farthest point 5, dmax: 1.7745671, imax: 139, n: 202 computing farthest point 6, dmax: 1.6353824, imax: 72, n: 202 computing farthest point 7, dmax: 1.5263264, imax: 181, n: 202 computing farthest point 8, dmax: 1.3742688, imax: 121, n: 202 computing farthest point 9, dmax: 1.2651596, imax: 11, n: 202 computing farthest point 10, dmax: 1.1717933, imax: 109, n: 202 computing farthest point 11, dmax: 1.1245124, imax: 201, n: 202 computing farthest point 12, dmax: 1.1194578, imax: 49, n: 202 computing farthest point 13, dmax: 1.0569583, imax: 171, n: 202 computing farthest point 14, dmax: 1.0247018, imax: 3, n: 202 computing farthest point 15, dmax: 1.0222033, imax: 111, n: 202 computing farthest point 16, dmax: 0.9884037, imax: 22, n: 202 computing farthest point 17, dmax: 0.98800814, imax: 26, n: 202 computing farthest point 18, dmax: 0.9751283, imax: 122, n: 202 computing farthest point 19, dmax: 0.93519485, imax: 97, n: 202 computing farthest point 20, dmax: 0.87321174, imax: 54, n: 202 computing farthest point 21, dmax: 0.84991807, imax: 6, n: 202 computing farthest point 22, dmax: 0.84245193, imax: 141, n: 202 computing farthest point 23, dmax: 0.80199444, imax: 60, n: 202 computing farthest point 24, dmax: 0.76610357, imax: 155, n: 202 computing farthest point 25, dmax: 0.74790305, imax: 33, n: 202 computing farthest point 26, dmax: 0.7310261, imax: 5, n: 202 computing farthest point 27, dmax: 0.73085886, imax: 48, n: 202 computing farthest point 28, dmax: 0.7057138, imax: 71, n: 202 computing farthest point 29, dmax: 0.704498, imax: 120, n: 202 computing farthest point 30, dmax: 0.6975529, imax: 27, n: 202 computing farthest point 31, dmax: 0.69600385, imax: 116, n: 202 computing farthest point 32, dmax: 0.68699914, imax: 1, n: 202 computing farthest point 33, dmax: 0.6779679, imax: 61, n: 202 computing farthest point 34, dmax: 0.65970564, imax: 159, n: 202 computing farthest point 35, dmax: 0.6559861, imax: 8, n: 202 computing farthest point 36, dmax: 0.65016496, imax: 194, n: 202 computing farthest point 37, dmax: 0.640264, imax: 80, n: 202 computing farthest point 38, dmax: 0.6351385, imax: 176, n: 202 computing farthest point 39, dmax: 0.6304022, imax: 134, n: 202 computing farthest point 40, dmax: 0.60650885, imax: 103, n: 202 computing farthest point 41, dmax: 0.5955832, imax: 58, n: 202 computing farthest point 42, dmax: 0.5868094, imax: 150, n: 202 computing farthest point 43, dmax: 0.5831504, imax: 77, n: 202 computing farthest point 44, dmax: 0.58060545, imax: 146, n: 202 (n, m, k, length(A.centers), length(C)) = (2226, 292, 44, 44, 42) [ Info: using 32 random queries from the dataset append_items! sp=2822, ep=2838, n=2838, BeamSearch bsize: Int32 2 Δ: Float32 0.93424034f0 maxvisits: Int64 254 , 2025-06-02T13:13:44.046 computing farthest point 1, dmax: Inf, imax: 26, n: 215 computing farthest point 2, dmax: 2.7675388, imax: 168, n: 215 computing farthest point 3, dmax: 1.908015, imax: 183, n: 215 computing farthest point 4, dmax: 1.6307893, imax: 106, n: 215 computing farthest point 5, dmax: 1.4515154, imax: 43, n: 215 computing farthest point 6, dmax: 1.4386172, imax: 6, n: 215 computing farthest point 7, dmax: 1.3661923, imax: 166, n: 215 computing farthest point 8, dmax: 1.2840447, imax: 131, n: 215 computing farthest point 9, dmax: 1.2287208, imax: 13, n: 215 computing farthest point 10, dmax: 1.1381022, imax: 88, n: 215 computing farthest point 11, dmax: 1.0737319, imax: 122, n: 215 computing farthest point 12, dmax: 1.0443528, imax: 5, n: 215 computing farthest point 13, dmax: 1.0407472, imax: 187, n: 215 computing farthest point 14, dmax: 1.0380617, imax: 70, n: 215 computing farthest point 15, dmax: 0.9486943, imax: 22, n: 215 computing farthest point 16, dmax: 0.9068205, imax: 17, n: 215 computing farthest point 17, dmax: 0.88524234, imax: 2, n: 215 computing farthest point 18, dmax: 0.8820654, imax: 3, n: 215 computing farthest point 19, dmax: 0.86052316, imax: 97, n: 215 computing farthest point 20, dmax: 0.856347, imax: 197, n: 215 computing farthest point 21, dmax: 0.8447484, imax: 174, n: 215 computing farthest point 22, dmax: 0.795236, imax: 56, n: 215 computing farthest point 23, dmax: 0.7804466, imax: 89, n: 215 computing farthest point 24, dmax: 0.7780553, imax: 78, n: 215 computing farthest point 25, dmax: 0.76001906, imax: 19, n: 215 computing farthest point 26, dmax: 0.75086105, imax: 157, n: 215 computing farthest point 27, dmax: 0.74785966, imax: 196, n: 215 computing farthest point 28, dmax: 0.74127096, imax: 45, n: 215 computing farthest point 29, dmax: 0.7231817, imax: 33, n: 215 computing farthest point 30, dmax: 0.721705, imax: 115, n: 215 computing farthest point 31, dmax: 0.68741935, imax: 51, n: 215 computing farthest point 32, dmax: 0.65740126, imax: 4, n: 215 computing farthest point 33, dmax: 0.6475583, imax: 64, n: 215 computing farthest point 34, dmax: 0.6428422, imax: 128, n: 215 computing farthest point 35, dmax: 0.62910646, imax: 50, n: 215 computing farthest point 36, dmax: 0.6230659, imax: 60, n: 215 computing farthest point 37, dmax: 0.611585, imax: 156, n: 215 computing farthest point 38, dmax: 0.60841155, imax: 21, n: 215 computing farthest point 39, dmax: 0.6066557, imax: 135, n: 215 computing farthest point 40, dmax: 0.6060725, imax: 188, n: 215 computing farthest point 41, dmax: 0.60128754, imax: 11, n: 215 computing farthest point 42, dmax: 0.595982, imax: 28, n: 215 computing farthest point 43, dmax: 0.5924645, imax: 134, n: 215 computing farthest point 44, dmax: 0.58670306, imax: 16, n: 215 computing farthest point 45, dmax: 0.56388754, imax: 176, n: 215 computing farthest point 46, dmax: 0.56124926, imax: 169, n: 215 (n, m, k, length(A.centers), length(C)) = (3331, 312, 46, 46, 45) [ Info: using 32 random queries from the dataset append_items! sp=3519, ep=3535, n=3535, BeamSearch bsize: Int32 3 Δ: Float32 0.7256236f0 maxvisits: Int64 288 , 2025-06-02T13:13:44.153 computing farthest point 1, dmax: Inf, imax: 196, n: 254 computing farthest point 2, dmax: 3.2797596, imax: 227, n: 254 computing farthest point 3, dmax: 1.839594, imax: 25, n: 254 computing farthest point 4, dmax: 1.7541484, imax: 63, n: 254 computing farthest point 5, dmax: 1.625539, imax: 150, n: 254 computing farthest point 6, dmax: 1.5156987, imax: 23, n: 254 computing farthest point 7, dmax: 1.4725991, imax: 236, n: 254 computing farthest point 8, dmax: 1.4104973, imax: 44, n: 254 computing farthest point 9, dmax: 1.3589473, imax: 52, n: 254 computing farthest point 10, dmax: 1.3014017, imax: 169, n: 254 computing farthest point 11, dmax: 1.1981885, imax: 109, n: 254 computing farthest point 12, dmax: 1.146627, imax: 58, n: 254 computing farthest point 13, dmax: 1.0816935, imax: 176, n: 254 computing farthest point 14, dmax: 1.0278288, imax: 103, n: 254 computing farthest point 15, dmax: 1.0184813, imax: 195, n: 254 computing farthest point 16, dmax: 0.9860326, imax: 64, n: 254 computing farthest point 17, dmax: 0.98213685, imax: 110, n: 254 computing farthest point 18, dmax: 0.9613396, imax: 164, n: 254 computing farthest point 19, dmax: 0.9293245, imax: 91, n: 254 computing farthest point 20, dmax: 0.91880006, imax: 153, n: 254 computing farthest point 21, dmax: 0.87942934, imax: 208, n: 254 computing farthest point 22, dmax: 0.8589556, imax: 6, n: 254 computing farthest point 23, dmax: 0.8184803, imax: 86, n: 254 computing farthest point 24, dmax: 0.8166145, imax: 181, n: 254 computing farthest point 25, dmax: 0.8051774, imax: 97, n: 254 computing farthest point 26, dmax: 0.7924239, imax: 55, n: 254 computing farthest point 27, dmax: 0.76776665, imax: 7, n: 254 computing farthest point 28, dmax: 0.7347751, imax: 100, n: 254 computing farthest point 29, dmax: 0.7250583, imax: 204, n: 254 computing farthest point 30, dmax: 0.71622616, imax: 131, n: 254 computing farthest point 31, dmax: 0.7096593, imax: 173, n: 254 computing farthest point 32, dmax: 0.6828603, imax: 76, n: 254 computing farthest point 33, dmax: 0.66269636, imax: 170, n: 254 computing farthest point 34, dmax: 0.6505279, imax: 198, n: 254 computing farthest point 35, dmax: 0.6392927, imax: 20, n: 254 computing farthest point 36, dmax: 0.6344048, imax: 41, n: 254 computing farthest point 37, dmax: 0.62863237, imax: 4, n: 254 computing farthest point 38, dmax: 0.62017393, imax: 29, n: 254 computing farthest point 39, dmax: 0.61806786, imax: 147, n: 254 computing farthest point 40, dmax: 0.61421293, imax: 85, n: 254 computing farthest point 41, dmax: 0.610642, imax: 56, n: 254 computing farthest point 42, dmax: 0.5989511, imax: 114, n: 254 computing farthest point 43, dmax: 0.5625615, imax: 241, n: 254 computing farthest point 44, dmax: 0.5615759, imax: 136, n: 254 computing farthest point 45, dmax: 0.561552, imax: 168, n: 254 computing farthest point 46, dmax: 0.5597754, imax: 60, n: 254 computing farthest point 47, dmax: 0.54144895, imax: 155, n: 254 computing farthest point 48, dmax: 0.5393778, imax: 31, n: 254 (n, m, k, length(A.centers), length(C)) = (4997, 333, 48, 48, 47) [ Info: using 32 random queries from the dataset append_items! sp=5049, ep=5065, n=5065, BeamSearch bsize: Int32 4 Δ: Float32 1.0185001f0 maxvisits: Int64 466 , 2025-06-02T13:13:44.284 append_items! sp=7225, ep=7241, n=7241, BeamSearch bsize: Int32 4 Δ: Float32 1.0185001f0 maxvisits: Int64 466 , 2025-06-02T13:13:44.347 computing farthest point 1, dmax: Inf, imax: 242, n: 280 computing farthest point 2, dmax: 2.7640882, imax: 157, n: 280 computing farthest point 3, dmax: 1.8320812, imax: 30, n: 280 computing farthest point 4, dmax: 1.7922515, imax: 12, n: 280 computing farthest point 5, dmax: 1.7436411, imax: 23, n: 280 computing farthest point 6, dmax: 1.496495, imax: 35, n: 280 computing farthest point 7, dmax: 1.4705065, imax: 89, n: 280 computing farthest point 8, dmax: 1.4418465, imax: 103, n: 280 computing farthest point 9, dmax: 1.4179661, imax: 228, n: 280 computing farthest point 10, dmax: 1.3486762, imax: 2, n: 280 computing farthest point 11, dmax: 1.226472, imax: 248, n: 280 computing farthest point 12, dmax: 1.1757634, imax: 222, n: 280 computing farthest point 13, dmax: 1.1301082, imax: 251, n: 280 computing farthest point 14, dmax: 1.0991315, imax: 133, n: 280 computing farthest point 15, dmax: 1.0740621, imax: 274, n: 280 computing farthest point 16, dmax: 1.0067625, imax: 180, n: 280 computing farthest point 17, dmax: 0.9743044, imax: 92, n: 280 computing farthest point 18, dmax: 0.9389642, imax: 45, n: 280 computing farthest point 19, dmax: 0.91450113, imax: 38, n: 280 computing farthest point 20, dmax: 0.9014641, imax: 166, n: 280 computing farthest point 21, dmax: 0.86002135, imax: 115, n: 280 computing farthest point 22, dmax: 0.8564102, imax: 207, n: 280 computing farthest point 23, dmax: 0.85568196, imax: 174, n: 280 computing farthest point 24, dmax: 0.81773794, imax: 28, n: 280 computing farthest point 25, dmax: 0.7677877, imax: 21, n: 280 computing farthest point 26, dmax: 0.76698196, imax: 249, n: 280 computing farthest point 27, dmax: 0.7539541, imax: 226, n: 280 computing farthest point 28, dmax: 0.7370771, imax: 224, n: 280 computing farthest point 29, dmax: 0.72463506, imax: 129, n: 280 computing farthest point 30, dmax: 0.7243661, imax: 167, n: 280 computing farthest point 31, dmax: 0.7139259, imax: 16, n: 280 computing farthest point 32, dmax: 0.7102499, imax: 55, n: 280 computing farthest point 33, dmax: 0.68993723, imax: 264, n: 280 computing farthest point 34, dmax: 0.6767526, imax: 165, n: 280 computing farthest point 35, dmax: 0.66165674, imax: 4, n: 280 computing farthest point 36, dmax: 0.6518085, imax: 278, n: 280 computing farthest point 37, dmax: 0.6483419, imax: 147, n: 280 computing farthest point 38, dmax: 0.6286555, imax: 31, n: 280 computing farthest point 39, dmax: 0.62842935, imax: 42, n: 280 computing farthest point 40, dmax: 0.62663394, imax: 70, n: 280 computing farthest point 41, dmax: 0.62258303, imax: 247, n: 280 computing farthest point 42, dmax: 0.62163734, imax: 1, n: 280 computing farthest point 43, dmax: 0.6215623, imax: 237, n: 280 computing farthest point 44, dmax: 0.6156083, imax: 109, n: 280 computing farthest point 45, dmax: 0.61357766, imax: 158, n: 280 computing farthest point 46, dmax: 0.6094391, imax: 179, n: 280 computing farthest point 47, dmax: 0.6065434, imax: 26, n: 280 computing farthest point 48, dmax: 0.5890361, imax: 256, n: 280 computing farthest point 49, dmax: 0.5630755, imax: 122, n: 280 computing farthest point 50, dmax: 0.556077, imax: 191, n: 280 (n, m, k, length(A.centers), length(C)) = (7496, 354, 50, 50, 49) [ Info: using 32 random queries from the dataset append_items! sp=9112, ep=9128, n=9128, BeamSearch bsize: Int32 4 Δ: Float32 0.6910701f0 maxvisits: Int64 342 , 2025-06-02T13:13:44.482 append_items! sp=11016, ep=11032, n=11032, BeamSearch bsize: Int32 4 Δ: Float32 0.6910701f0 maxvisits: Int64 342 , 2025-06-02T13:13:44.535 computing farthest point 1, dmax: Inf, imax: 73, n: 283 computing farthest point 2, dmax: 2.3878982, imax: 83, n: 283 computing farthest point 3, dmax: 1.9234746, imax: 124, n: 283 computing farthest point 4, dmax: 1.4589489, imax: 235, n: 283 computing farthest point 5, dmax: 1.454405, imax: 180, n: 283 computing farthest point 6, dmax: 1.4057204, imax: 231, n: 283 computing farthest point 7, dmax: 1.3313463, imax: 21, n: 283 computing farthest point 8, dmax: 1.3233254, imax: 61, n: 283 computing farthest point 9, dmax: 1.2804834, imax: 206, n: 283 computing farthest point 10, dmax: 1.2120658, imax: 198, n: 283 computing farthest point 11, dmax: 1.1885637, imax: 51, n: 283 computing farthest point 12, dmax: 1.1388025, imax: 185, n: 283 computing farthest point 13, dmax: 1.1328139, imax: 13, n: 283 computing farthest point 14, dmax: 1.0894237, imax: 41, n: 283 computing farthest point 15, dmax: 1.0890824, imax: 54, n: 283 computing farthest point 16, dmax: 1.0764911, imax: 269, n: 283 computing farthest point 17, dmax: 1.0657626, imax: 52, n: 283 computing farthest point 18, dmax: 0.99961126, imax: 36, n: 283 computing farthest point 19, dmax: 0.9644743, imax: 103, n: 283 computing farthest point 20, dmax: 0.92196256, imax: 155, n: 283 computing farthest point 21, dmax: 0.92009157, imax: 271, n: 283 computing farthest point 22, dmax: 0.91253537, imax: 38, n: 283 computing farthest point 23, dmax: 0.8702595, imax: 156, n: 283 computing farthest point 24, dmax: 0.86597335, imax: 224, n: 283 computing farthest point 25, dmax: 0.8511801, imax: 117, n: 283 computing farthest point 26, dmax: 0.844412, imax: 3, n: 283 computing farthest point 27, dmax: 0.83961785, imax: 127, n: 283 computing farthest point 28, dmax: 0.76402146, imax: 273, n: 283 computing farthest point 29, dmax: 0.7630365, imax: 140, n: 283 computing farthest point 30, dmax: 0.7401356, imax: 116, n: 283 computing farthest point 31, dmax: 0.7097113, imax: 121, n: 283 computing farthest point 32, dmax: 0.7002729, imax: 29, n: 283 computing farthest point 33, dmax: 0.6860541, imax: 246, n: 283 computing farthest point 34, dmax: 0.6568824, imax: 261, n: 283 computing farthest point 35, dmax: 0.6510099, imax: 81, n: 283 computing farthest point 36, dmax: 0.6338852, imax: 195, n: 283 computing farthest point 37, dmax: 0.62638324, imax: 241, n: 283 computing farthest point 38, dmax: 0.6230092, imax: 208, n: 283 computing farthest point 39, dmax: 0.6155179, imax: 221, n: 283 computing farthest point 40, dmax: 0.61162305, imax: 216, n: 283 computing farthest point 41, dmax: 0.6087317, imax: 8, n: 283 computing farthest point 42, dmax: 0.60043776, imax: 260, n: 283 computing farthest point 43, dmax: 0.5952514, imax: 1, n: 283 computing farthest point 44, dmax: 0.5918064, imax: 162, n: 283 computing farthest point 45, dmax: 0.589578, imax: 48, n: 283 computing farthest point 46, dmax: 0.57720536, imax: 114, n: 283 computing farthest point 47, dmax: 0.5768168, imax: 20, n: 283 computing farthest point 48, dmax: 0.5755069, imax: 50, n: 283 computing farthest point 49, dmax: 0.5337237, imax: 68, n: 283 computing farthest point 50, dmax: 0.5318622, imax: 267, n: 283 computing farthest point 51, dmax: 0.5314077, imax: 200, n: 283 computing farthest point 52, dmax: 0.5298468, imax: 176, n: 283 computing farthest point 53, dmax: 0.5241653, imax: 111, n: 283 (n, m, k, length(A.centers), length(C)) = (11236, 386, 53, 53, 52) [ Info: using 32 random queries from the dataset append_items! sp=15215, ep=15231, n=15231, BeamSearch bsize: Int32 4 Δ: Float32 0.9047619f0 maxvisits: Int64 420 , 2025-06-02T13:13:44.805 append_items! sp=16643, ep=16659, n=16659, BeamSearch bsize: Int32 4 Δ: Float32 0.9047619f0 maxvisits: Int64 420 , 2025-06-02T13:13:44.862 computing farthest point 1, dmax: Inf, imax: 89, n: 305 computing farthest point 2, dmax: 2.6316817, imax: 183, n: 305 computing farthest point 3, dmax: 2.1064577, imax: 41, n: 305 computing farthest point 4, dmax: 2.028711, imax: 39, n: 305 computing farthest point 5, dmax: 1.7210557, imax: 23, n: 305 computing farthest point 6, dmax: 1.7197791, imax: 14, n: 305 computing farthest point 7, dmax: 1.5723734, imax: 79, n: 305 computing farthest point 8, dmax: 1.5549408, imax: 195, n: 305 computing farthest point 9, dmax: 1.2770345, imax: 134, n: 305 computing farthest point 10, dmax: 1.253172, imax: 111, n: 305 computing farthest point 11, dmax: 1.2241898, imax: 6, n: 305 computing farthest point 12, dmax: 1.1950325, imax: 67, n: 305 computing farthest point 13, dmax: 1.1614984, imax: 75, n: 305 computing farthest point 14, dmax: 1.1525478, imax: 103, n: 305 computing farthest point 15, dmax: 1.1207067, imax: 28, n: 305 computing farthest point 16, dmax: 1.0548011, imax: 293, n: 305 computing farthest point 17, dmax: 0.9964592, imax: 38, n: 305 computing farthest point 18, dmax: 0.9904876, imax: 169, n: 305 computing farthest point 19, dmax: 0.9439149, imax: 120, n: 305 computing farthest point 20, dmax: 0.9324849, imax: 63, n: 305 computing farthest point 21, dmax: 0.8798185, imax: 200, n: 305 computing farthest point 22, dmax: 0.8794621, imax: 263, n: 305 computing farthest point 23, dmax: 0.839885, imax: 256, n: 305 computing farthest point 24, dmax: 0.83151937, imax: 164, n: 305 computing farthest point 25, dmax: 0.8294216, imax: 1, n: 305 computing farthest point 26, dmax: 0.8141939, imax: 150, n: 305 computing farthest point 27, dmax: 0.8064451, imax: 82, n: 305 computing farthest point 28, dmax: 0.8033457, imax: 48, n: 305 computing farthest point 29, dmax: 0.73405665, imax: 161, n: 305 computing farthest point 30, dmax: 0.733072, imax: 49, n: 305 computing farthest point 31, dmax: 0.70688707, imax: 231, n: 305 computing farthest point 32, dmax: 0.69458836, imax: 52, n: 305 computing farthest point 33, dmax: 0.69398457, imax: 21, n: 305 computing farthest point 34, dmax: 0.6891842, imax: 141, n: 305 computing farthest point 35, dmax: 0.6878617, imax: 31, n: 305 computing farthest point 36, dmax: 0.6838711, imax: 9, n: 305 computing farthest point 37, dmax: 0.6721333, imax: 43, n: 305 computing farthest point 38, dmax: 0.67150015, imax: 276, n: 305 computing farthest point 39, dmax: 0.665468, imax: 239, n: 305 computing farthest point 40, dmax: 0.65193784, imax: 165, n: 305 computing farthest point 41, dmax: 0.6337906, imax: 205, n: 305 computing farthest point 42, dmax: 0.6140886, imax: 40, n: 305 computing farthest point 43, dmax: 0.59588665, imax: 108, n: 305 computing farthest point 44, dmax: 0.5888688, imax: 46, n: 305 computing farthest point 45, dmax: 0.57786524, imax: 58, n: 305 computing farthest point 46, dmax: 0.5737085, imax: 282, n: 305 computing farthest point 47, dmax: 0.5676349, imax: 223, n: 305 computing farthest point 48, dmax: 0.56523454, imax: 35, n: 305 computing farthest point 49, dmax: 0.5627558, imax: 242, n: 305 computing farthest point 50, dmax: 0.55700916, imax: 135, n: 305 computing farthest point 51, dmax: 0.55463964, imax: 116, n: 305 computing farthest point 52, dmax: 0.54995877, imax: 229, n: 305 computing farthest point 53, dmax: 0.5495804, imax: 154, n: 305 computing farthest point 54, dmax: 0.5352858, imax: 125, n: 305 computing farthest point 55, dmax: 0.53158253, imax: 5, n: 305 (n, m, k, length(A.centers), length(C)) = (16846, 408, 55, 55, 54) [ Info: using 32 random queries from the dataset append_items! sp=17085, ep=17101, n=17101, BeamSearch bsize: Int32 4 Δ: Float32 0.6910701f0 maxvisits: Int64 436 , 2025-06-02T13:13:45.080 append_items! sp=18853, ep=18869, n=18869, BeamSearch bsize: Int32 4 Δ: Float32 0.6910701f0 maxvisits: Int64 436 , 2025-06-02T13:13:45.140 append_items! sp=20383, ep=20399, n=20399, BeamSearch bsize: Int32 4 Δ: Float32 0.6910701f0 maxvisits: Int64 436 , 2025-06-02T13:13:45.186 append_items! sp=22049, ep=22065, n=22065, BeamSearch bsize: Int32 4 Δ: Float32 0.6910701f0 maxvisits: Int64 436 , 2025-06-02T13:13:45.242 computing farthest point 1, dmax: Inf, imax: 59, n: 309 computing farthest point 2, dmax: 3.494782, imax: 82, n: 309 computing farthest point 3, dmax: 2.3343353, imax: 109, n: 309 computing farthest point 4, dmax: 1.9482025, imax: 7, n: 309 computing farthest point 5, dmax: 1.9453669, imax: 86, n: 309 computing farthest point 6, dmax: 1.5811316, imax: 156, n: 309 computing farthest point 7, dmax: 1.561689, imax: 11, n: 309 computing farthest point 8, dmax: 1.531045, imax: 89, n: 309 computing farthest point 9, dmax: 1.4711702, imax: 235, n: 309 computing farthest point 10, dmax: 1.3721421, imax: 155, n: 309 computing farthest point 11, dmax: 1.3631457, imax: 5, n: 309 computing farthest point 12, dmax: 1.2920493, imax: 277, n: 309 computing farthest point 13, dmax: 1.2875513, imax: 87, n: 309 computing farthest point 14, dmax: 1.2756443, imax: 100, n: 309 computing farthest point 15, dmax: 1.1736474, imax: 195, n: 309 computing farthest point 16, dmax: 1.1342897, imax: 168, n: 309 computing farthest point 17, dmax: 1.1175541, imax: 264, n: 309 computing farthest point 18, dmax: 1.0348032, imax: 242, n: 309 computing farthest point 19, dmax: 1.0256698, imax: 164, n: 309 computing farthest point 20, dmax: 1.0089508, imax: 19, n: 309 computing farthest point 21, dmax: 0.9731334, imax: 53, n: 309 computing farthest point 22, dmax: 0.91423595, imax: 142, n: 309 computing farthest point 23, dmax: 0.91099215, imax: 289, n: 309 computing farthest point 24, dmax: 0.88990164, imax: 85, n: 309 computing farthest point 25, dmax: 0.861431, imax: 30, n: 309 computing farthest point 26, dmax: 0.8363651, imax: 185, n: 309 computing farthest point 27, dmax: 0.8342598, imax: 153, n: 309 computing farthest point 28, dmax: 0.83165216, imax: 167, n: 309 computing farthest point 29, dmax: 0.8198336, imax: 222, n: 309 computing farthest point 30, dmax: 0.80476063, imax: 43, n: 309 computing farthest point 31, dmax: 0.7966565, imax: 284, n: 309 computing farthest point 32, dmax: 0.78972745, imax: 105, n: 309 computing farthest point 33, dmax: 0.77640164, imax: 24, n: 309 computing farthest point 34, dmax: 0.771263, imax: 184, n: 309 computing farthest point 35, dmax: 0.7640485, imax: 199, n: 309 computing farthest point 36, dmax: 0.7623845, imax: 219, n: 309 computing farthest point 37, dmax: 0.7597057, imax: 200, n: 309 computing farthest point 38, dmax: 0.7490859, imax: 35, n: 309 computing farthest point 39, dmax: 0.69941777, imax: 79, n: 309 computing farthest point 40, dmax: 0.69217074, imax: 226, n: 309 computing farthest point 41, dmax: 0.6912931, imax: 29, n: 309 computing farthest point 42, dmax: 0.6740773, imax: 215, n: 309 computing farthest point 43, dmax: 0.661829, imax: 275, n: 309 computing farthest point 44, dmax: 0.66115546, imax: 63, n: 309 computing farthest point 45, dmax: 0.6574368, imax: 255, n: 309 computing farthest point 46, dmax: 0.6493953, imax: 170, n: 309 computing farthest point 47, dmax: 0.62139136, imax: 78, n: 309 computing farthest point 48, dmax: 0.6150853, imax: 99, n: 309 computing farthest point 49, dmax: 0.61255807, imax: 132, n: 309 computing farthest point 50, dmax: 0.61194193, imax: 272, n: 309 computing farthest point 51, dmax: 0.59989923, imax: 307, n: 309 computing farthest point 52, dmax: 0.5967214, imax: 268, n: 309 computing farthest point 53, dmax: 0.5918255, imax: 251, n: 309 computing farthest point 54, dmax: 0.5913918, imax: 73, n: 309 computing farthest point 55, dmax: 0.5871833, imax: 77, n: 309 computing farthest point 56, dmax: 0.58658904, imax: 243, n: 309 computing farthest point 57, dmax: 0.58301044, imax: 126, n: 309 (n, m, k, length(A.centers), length(C)) = (25261, 431, 57, 57, 51) [ Info: using 32 random queries from the dataset append_items! sp=27421, ep=27437, n=27437, BeamSearch bsize: Int32 3 Δ: Float32 0.882f0 maxvisits: Int64 448 , 2025-06-02T13:13:45.599 append_items! sp=28084, ep=28100, n=28100, BeamSearch bsize: Int32 3 Δ: Float32 0.882f0 maxvisits: Int64 448 , 2025-06-02T13:13:45.628 append_items! sp=29308, ep=29324, n=29324, BeamSearch bsize: Int32 3 Δ: Float32 0.882f0 maxvisits: Int64 448 , 2025-06-02T13:13:45.690 append_items! sp=31586, ep=31602, n=31602, BeamSearch bsize: Int32 3 Δ: Float32 0.882f0 maxvisits: Int64 448 , 2025-06-02T13:13:45.805 append_items! sp=33711, ep=33727, n=33727, BeamSearch bsize: Int32 3 Δ: Float32 0.882f0 maxvisits: Int64 448 , 2025-06-02T13:13:45.920 append_items! sp=34221, ep=34237, n=34237, BeamSearch bsize: Int32 3 Δ: Float32 0.882f0 maxvisits: Int64 448 , 2025-06-02T13:13:45.945 append_items! sp=35071, ep=35087, n=35087, BeamSearch bsize: Int32 3 Δ: Float32 0.882f0 maxvisits: Int64 448 , 2025-06-02T13:13:45.984 append_items! sp=36329, ep=36345, n=36345, BeamSearch bsize: Int32 3 Δ: Float32 0.882f0 maxvisits: Int64 448 , 2025-06-02T13:13:46.059 computing farthest point 1, dmax: Inf, imax: 312, n: 367 computing farthest point 2, dmax: 2.7157023, imax: 360, n: 367 computing farthest point 3, dmax: 2.2123816, imax: 59, n: 367 computing farthest point 4, dmax: 1.8604128, imax: 222, n: 367 computing farthest point 5, dmax: 1.716883, imax: 149, n: 367 computing farthest point 6, dmax: 1.6199111, imax: 111, n: 367 computing farthest point 7, dmax: 1.5495504, imax: 51, n: 367 computing farthest point 8, dmax: 1.404846, imax: 237, n: 367 computing farthest point 9, dmax: 1.3931457, imax: 92, n: 367 computing farthest point 10, dmax: 1.31143, imax: 267, n: 367 computing farthest point 11, dmax: 1.287873, imax: 311, n: 367 computing farthest point 12, dmax: 1.1754681, imax: 218, n: 367 computing farthest point 13, dmax: 1.0775086, imax: 235, n: 367 computing farthest point 14, dmax: 1.0384799, imax: 30, n: 367 computing farthest point 15, dmax: 1.0307992, imax: 161, n: 367 computing farthest point 16, dmax: 0.96146685, imax: 119, n: 367 computing farthest point 17, dmax: 0.9422058, imax: 5, n: 367 computing farthest point 18, dmax: 0.9391903, imax: 230, n: 367 computing farthest point 19, dmax: 0.9364814, imax: 242, n: 367 computing farthest point 20, dmax: 0.9363787, imax: 91, n: 367 computing farthest point 21, dmax: 0.90996975, imax: 9, n: 367 computing farthest point 22, dmax: 0.9095629, imax: 172, n: 367 computing farthest point 23, dmax: 0.8910766, imax: 189, n: 367 computing farthest point 24, dmax: 0.87537825, imax: 344, n: 367 computing farthest point 25, dmax: 0.87250465, imax: 140, n: 367 computing farthest point 26, dmax: 0.85008985, imax: 276, n: 367 computing farthest point 27, dmax: 0.83421564, imax: 25, n: 367 computing farthest point 28, dmax: 0.8232317, imax: 361, n: 367 computing farthest point 29, dmax: 0.79226404, imax: 181, n: 367 computing farthest point 30, dmax: 0.7712596, imax: 203, n: 367 computing farthest point 31, dmax: 0.7373199, imax: 11, n: 367 computing farthest point 32, dmax: 0.73632795, imax: 22, n: 367 computing farthest point 33, dmax: 0.7275141, imax: 209, n: 367 computing farthest point 34, dmax: 0.72714525, imax: 148, n: 367 computing farthest point 35, dmax: 0.71415186, imax: 246, n: 367 computing farthest point 36, dmax: 0.7078258, imax: 23, n: 367 computing farthest point 37, dmax: 0.7026153, imax: 159, n: 367 computing farthest point 38, dmax: 0.6962023, imax: 243, n: 367 computing farthest point 39, dmax: 0.69202507, imax: 131, n: 367 computing farthest point 40, dmax: 0.6803873, imax: 355, n: 367 computing farthest point 41, dmax: 0.66632605, imax: 318, n: 367 computing farthest point 42, dmax: 0.6589831, imax: 228, n: 367 computing farthest point 43, dmax: 0.64591634, imax: 130, n: 367 computing farthest point 44, dmax: 0.6401767, imax: 2, n: 367 computing farthest point 45, dmax: 0.638563, imax: 178, n: 367 computing farthest point 46, dmax: 0.6320787, imax: 348, n: 367 computing farthest point 47, dmax: 0.63174254, imax: 76, n: 367 computing farthest point 48, dmax: 0.625171, imax: 296, n: 367 computing farthest point 49, dmax: 0.61626285, imax: 168, n: 367 computing farthest point 50, dmax: 0.59924674, imax: 257, n: 367 computing farthest point 51, dmax: 0.5969059, imax: 303, n: 367 computing farthest point 52, dmax: 0.5937684, imax: 52, n: 367 computing farthest point 53, dmax: 0.5915196, imax: 102, n: 367 computing farthest point 54, dmax: 0.5831656, imax: 213, n: 367 computing farthest point 55, dmax: 0.5823351, imax: 184, n: 367 computing farthest point 56, dmax: 0.58155954, imax: 100, n: 367 computing farthest point 57, dmax: 0.5802484, imax: 115, n: 367 computing farthest point 58, dmax: 0.5733083, imax: 16, n: 367 computing farthest point 59, dmax: 0.5679625, imax: 41, n: 367 (n, m, k, length(A.centers), length(C)) = (37892, 454, 59, 59, 57) [ Info: using 32 random queries from the dataset append_items! sp=38913, ep=38929, n=38929, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:46.341 append_items! sp=41259, ep=41275, n=41275, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:46.482 append_items! sp=41616, ep=41632, n=41632, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:46.503 append_items! sp=43129, ep=43145, n=43145, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:46.593 append_items! sp=45237, ep=45253, n=45253, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:46.742 append_items! sp=45798, ep=45814, n=45814, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:46.783 append_items! sp=48790, ep=48806, n=48806, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:46.989 append_items! sp=49147, ep=49163, n=49163, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:47.012 append_items! sp=52343, ep=52359, n=52359, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:47.220 append_items! sp=52717, ep=52733, n=52733, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:47.242 append_items! sp=55709, ep=55725, n=55725, BeamSearch bsize: Int32 2 Δ: Float32 1.0476191f0 maxvisits: Int64 470 , 2025-06-02T13:13:47.447 computing farthest point 1, dmax: Inf, imax: 202, n: 353 computing farthest point 2, dmax: 2.7045753, imax: 135, n: 353 computing farthest point 3, dmax: 1.9490907, imax: 110, n: 353 computing farthest point 4, dmax: 1.9189955, imax: 197, n: 353 computing farthest point 5, dmax: 1.696302, imax: 95, n: 353 computing farthest point 6, dmax: 1.5994973, imax: 69, n: 353 computing farthest point 7, dmax: 1.584042, imax: 276, n: 353 computing farthest point 8, dmax: 1.5028259, imax: 33, n: 353 computing farthest point 9, dmax: 1.4998541, imax: 261, n: 353 computing farthest point 10, dmax: 1.4531025, imax: 26, n: 353 computing farthest point 11, dmax: 1.3283503, imax: 262, n: 353 computing farthest point 12, dmax: 1.2063243, imax: 323, n: 353 computing farthest point 13, dmax: 1.1677815, imax: 21, n: 353 computing farthest point 14, dmax: 1.1406894, imax: 216, n: 353 computing farthest point 15, dmax: 1.1313407, imax: 82, n: 353 computing farthest point 16, dmax: 1.128632, imax: 205, n: 353 computing farthest point 17, dmax: 1.1283122, imax: 126, n: 353 computing farthest point 18, dmax: 1.0995201, imax: 166, n: 353 computing farthest point 19, dmax: 1.0645517, imax: 68, n: 353 computing farthest point 20, dmax: 1.0349811, imax: 203, n: 353 computing farthest point 21, dmax: 0.9369677, imax: 347, n: 353 computing farthest point 22, dmax: 0.9270656, imax: 287, n: 353 computing farthest point 23, dmax: 0.87259585, imax: 77, n: 353 computing farthest point 24, dmax: 0.8459578, imax: 196, n: 353 computing farthest point 25, dmax: 0.84421647, imax: 43, n: 353 computing farthest point 26, dmax: 0.82992005, imax: 184, n: 353 computing farthest point 27, dmax: 0.8192324, imax: 132, n: 353 computing farthest point 28, dmax: 0.8132517, imax: 252, n: 353 computing farthest point 29, dmax: 0.7866014, imax: 4, n: 353 computing farthest point 30, dmax: 0.78228116, imax: 324, n: 353 computing farthest point 31, dmax: 0.7790305, imax: 20, n: 353 computing farthest point 32, dmax: 0.7565319, imax: 122, n: 353 computing farthest point 33, dmax: 0.7561089, imax: 155, n: 353 computing farthest point 34, dmax: 0.7492973, imax: 40, n: 353 computing farthest point 35, dmax: 0.7405531, imax: 297, n: 353 computing farthest point 36, dmax: 0.6955775, imax: 119, n: 353 computing farthest point 37, dmax: 0.6815802, imax: 302, n: 353 computing farthest point 38, dmax: 0.67644924, imax: 2, n: 353 computing farthest point 39, dmax: 0.6665486, imax: 342, n: 353 computing farthest point 40, dmax: 0.64961207, imax: 124, n: 353 computing farthest point 41, dmax: 0.64607304, imax: 238, n: 353 computing farthest point 42, dmax: 0.6456681, imax: 47, n: 353 computing farthest point 43, dmax: 0.6412344, imax: 80, n: 353 computing farthest point 44, dmax: 0.6382552, imax: 170, n: 353 computing farthest point 45, dmax: 0.6200166, imax: 309, n: 353 computing farthest point 46, dmax: 0.6101982, imax: 45, n: 353 computing farthest point 47, dmax: 0.6073394, imax: 289, n: 353 computing farthest point 48, dmax: 0.5979096, imax: 130, n: 353 computing farthest point 49, dmax: 0.5974097, imax: 277, n: 353 computing farthest point 50, dmax: 0.59549516, imax: 123, n: 353 computing farthest point 51, dmax: 0.591149, imax: 128, n: 353 computing farthest point 52, dmax: 0.57777065, imax: 242, n: 353 computing farthest point 53, dmax: 0.57469213, imax: 219, n: 353 computing farthest point 54, dmax: 0.571727, imax: 139, n: 353 computing farthest point 55, dmax: 0.5694259, imax: 269, n: 353 computing farthest point 56, dmax: 0.56803745, imax: 308, n: 353 computing farthest point 57, dmax: 0.5674625, imax: 246, n: 353 computing farthest point 58, dmax: 0.56084424, imax: 176, n: 353 computing farthest point 59, dmax: 0.5601337, imax: 288, n: 353 computing farthest point 60, dmax: 0.5574728, imax: 340, n: 353 computing farthest point 61, dmax: 0.5568345, imax: 28, n: 353 computing farthest point 62, dmax: 0.5453127, imax: 16, n: 353 (n, m, k, length(A.centers), length(C)) = (56830, 489, 62, 62, 60) [ Info: using 32 random queries from the dataset append_items! sp=59721, ep=59737, n=59737, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:48.040 append_items! sp=60911, ep=60927, n=60927, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:48.132 append_items! sp=63801, ep=63817, n=63817, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:48.359 append_items! sp=68153, ep=68169, n=68169, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:48.736 append_items! sp=69394, ep=69410, n=69410, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:48.844 append_items! sp=69989, ep=70005, n=70005, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:48.897 append_items! sp=70618, ep=70634, n=70634, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:48.951 append_items! sp=74919, ep=74935, n=74935, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:49.317 append_items! sp=75854, ep=75870, n=75870, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:49.396 append_items! sp=77044, ep=77060, n=77060, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:49.500 append_items! sp=82926, ep=82942, n=82942, BeamSearch bsize: Int32 7 Δ: Float32 0.6952381f0 maxvisits: Int64 522 , 2025-06-02T13:13:50.020 computing farthest point 1, dmax: Inf, imax: 143, n: 370 computing farthest point 2, dmax: 2.4368365, imax: 152, n: 370 computing farthest point 3, dmax: 1.9396719, imax: 33, n: 370 computing farthest point 4, dmax: 1.8513798, imax: 28, n: 370 computing farthest point 5, dmax: 1.7753713, imax: 241, n: 370 computing farthest point 6, dmax: 1.5293212, imax: 2, n: 370 computing farthest point 7, dmax: 1.4235715, imax: 7, n: 370 computing farthest point 8, dmax: 1.4127642, imax: 207, n: 370 computing farthest point 9, dmax: 1.4082465, imax: 198, n: 370 computing farthest point 10, dmax: 1.371407, imax: 130, n: 370 computing farthest point 11, dmax: 1.3641421, imax: 189, n: 370 computing farthest point 12, dmax: 1.2949449, imax: 68, n: 370 computing farthest point 13, dmax: 1.2077365, imax: 22, n: 370 computing farthest point 14, dmax: 1.1910682, imax: 124, n: 370 computing farthest point 15, dmax: 1.1892744, imax: 66, n: 370 computing farthest point 16, dmax: 1.1145532, imax: 290, n: 370 computing farthest point 17, dmax: 1.0613987, imax: 13, n: 370 computing farthest point 18, dmax: 1.057374, imax: 41, n: 370 computing farthest point 19, dmax: 1.0533353, imax: 19, n: 370 computing farthest point 20, dmax: 1.035681, imax: 119, n: 370 computing farthest point 21, dmax: 1.0265076, imax: 312, n: 370 computing farthest point 22, dmax: 0.99735624, imax: 116, n: 370 computing farthest point 23, dmax: 0.9771355, imax: 185, n: 370 computing farthest point 24, dmax: 0.9492301, imax: 82, n: 370 computing farthest point 25, dmax: 0.9429555, imax: 320, n: 370 computing farthest point 26, dmax: 0.92028564, imax: 168, n: 370 computing farthest point 27, dmax: 0.9012848, imax: 321, n: 370 computing farthest point 28, dmax: 0.8996874, imax: 173, n: 370 computing farthest point 29, dmax: 0.820421, imax: 356, n: 370 computing farthest point 30, dmax: 0.8180421, imax: 11, n: 370 computing farthest point 31, dmax: 0.79793674, imax: 57, n: 370 computing farthest point 32, dmax: 0.7734068, imax: 283, n: 370 computing farthest point 33, dmax: 0.770421, imax: 101, n: 370 computing farthest point 34, dmax: 0.76410234, imax: 357, n: 370 computing farthest point 35, dmax: 0.7530899, imax: 108, n: 370 computing farthest point 36, dmax: 0.7455874, imax: 93, n: 370 computing farthest point 37, dmax: 0.72650176, imax: 254, n: 370 computing farthest point 38, dmax: 0.7088559, imax: 276, n: 370 computing farthest point 39, dmax: 0.7058454, imax: 199, n: 370 computing farthest point 40, dmax: 0.67983353, imax: 235, n: 370 computing farthest point 41, dmax: 0.6790608, imax: 269, n: 370 computing farthest point 42, dmax: 0.6774719, imax: 261, n: 370 computing farthest point 43, dmax: 0.67525333, imax: 153, n: 370 computing farthest point 44, dmax: 0.6729159, imax: 132, n: 370 computing farthest point 45, dmax: 0.671391, imax: 107, n: 370 computing farthest point 46, dmax: 0.6679265, imax: 330, n: 370 computing farthest point 47, dmax: 0.6631041, imax: 81, n: 370 computing farthest point 48, dmax: 0.65442467, imax: 14, n: 370 computing farthest point 49, dmax: 0.65223974, imax: 6, n: 370 computing farthest point 50, dmax: 0.64772713, imax: 315, n: 370 computing farthest point 51, dmax: 0.63611335, imax: 237, n: 370 computing farthest point 52, dmax: 0.6172663, imax: 55, n: 370 computing farthest point 53, dmax: 0.6114681, imax: 9, n: 370 computing farthest point 54, dmax: 0.608144, imax: 346, n: 370 computing farthest point 55, dmax: 0.60084623, imax: 328, n: 370 computing farthest point 56, dmax: 0.5981344, imax: 288, n: 370 computing farthest point 57, dmax: 0.59642315, imax: 262, n: 370 computing farthest point 58, dmax: 0.59208405, imax: 229, n: 370 computing farthest point 59, dmax: 0.58116364, imax: 5, n: 370 computing farthest point 60, dmax: 0.57595927, imax: 264, n: 370 computing farthest point 61, dmax: 0.5727242, imax: 158, n: 370 computing farthest point 62, dmax: 0.57218987, imax: 366, n: 370 computing farthest point 63, dmax: 0.5535076, imax: 69, n: 370 computing farthest point 64, dmax: 0.5519455, imax: 133, n: 370 (n, m, k, length(A.centers), length(C)) = (85237, 512, 64, 64, 62) [ Info: using 32 random queries from the dataset append_items! sp=85306, ep=85322, n=85322, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:50.690 append_items! sp=86156, ep=86172, n=86172, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:50.751 append_items! sp=86513, ep=86529, n=86529, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:50.779 append_items! sp=86870, ep=86886, n=86886, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:50.805 append_items! sp=87023, ep=87039, n=87039, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:50.817 append_items! sp=87091, ep=87107, n=87107, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:50.823 append_items! sp=89046, ep=89062, n=89062, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:50.976 append_items! sp=89590, ep=89606, n=89606, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.020 append_items! sp=91035, ep=91051, n=91051, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.140 append_items! sp=92667, ep=92683, n=92683, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.274 append_items! sp=92837, ep=92853, n=92853, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.290 append_items! sp=93925, ep=93941, n=93941, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.385 append_items! sp=95013, ep=95029, n=95029, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.473 append_items! sp=95727, ep=95743, n=95743, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.529 append_items! sp=96067, ep=96083, n=96083, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.557 append_items! sp=96900, ep=96916, n=96916, BeamSearch bsize: Int32 3 Δ: Float32 0.79818594f0 maxvisits: Int64 524 , 2025-06-02T13:13:51.631 [ Info: using 100 given as hyperparameter [ Info: ("testing without additional optimizations: queries per second:", 78.00833682584458, ", recall: ", 0.9030000000000001) ┌ Info: BeamSearch │ bsize: Int32 4 │ Δ: Float32 0.9702f0 └ maxvisits: Int64 640 computing farthest point 1, dmax: Inf, imax: 219, n: 411 computing farthest point 2, dmax: 3.2976475, imax: 140, n: 411 computing farthest point 3, dmax: 2.2067378, imax: 225, n: 411 computing farthest point 4, dmax: 1.9441687, imax: 305, n: 411 computing farthest point 5, dmax: 1.871164, imax: 280, n: 411 computing farthest point 6, dmax: 1.5693816, imax: 40, n: 411 computing farthest point 7, dmax: 1.4477773, imax: 123, n: 411 computing farthest point 8, dmax: 1.44316, imax: 218, n: 411 computing farthest point 9, dmax: 1.3488828, imax: 49, n: 411 computing farthest point 10, dmax: 1.3118918, imax: 124, n: 411 computing farthest point 11, dmax: 1.2515831, imax: 350, n: 411 computing farthest point 12, dmax: 1.2292742, imax: 378, n: 411 computing farthest point 13, dmax: 1.1769749, imax: 6, n: 411 computing farthest point 14, dmax: 1.0857743, imax: 192, n: 411 computing farthest point 15, dmax: 1.0780787, imax: 287, n: 411 computing farthest point 16, dmax: 1.0541079, imax: 381, n: 411 computing farthest point 17, dmax: 1.0182498, imax: 387, n: 411 computing farthest point 18, dmax: 0.990864, imax: 170, n: 411 computing farthest point 19, dmax: 0.9818353, imax: 298, n: 411 computing farthest point 20, dmax: 0.9634661, imax: 103, n: 411 computing farthest point 21, dmax: 0.9422382, imax: 213, n: 411 computing farthest point 22, dmax: 0.93976814, imax: 270, n: 411 computing farthest point 23, dmax: 0.9218885, imax: 357, n: 411 computing farthest point 24, dmax: 0.90513253, imax: 221, n: 411 computing farthest point 25, dmax: 0.8872589, imax: 112, n: 411 computing farthest point 26, dmax: 0.87480986, imax: 15, n: 411 computing farthest point 27, dmax: 0.8628492, imax: 120, n: 411 computing farthest point 28, dmax: 0.8505581, imax: 48, n: 411 computing farthest point 29, dmax: 0.84560174, imax: 152, n: 411 computing farthest point 30, dmax: 0.8377262, imax: 197, n: 411 computing farthest point 31, dmax: 0.8064758, imax: 278, n: 411 computing farthest point 32, dmax: 0.7677193, imax: 340, n: 411 computing farthest point 33, dmax: 0.74888396, imax: 156, n: 411 computing farthest point 34, dmax: 0.743738, imax: 110, n: 411 computing farthest point 35, dmax: 0.7427278, imax: 158, n: 411 computing farthest point 36, dmax: 0.7381001, imax: 401, n: 411 computing farthest point 37, dmax: 0.6991453, imax: 7, n: 411 computing farthest point 38, dmax: 0.69894433, imax: 18, n: 411 computing farthest point 39, dmax: 0.68920946, imax: 299, n: 411 computing farthest point 40, dmax: 0.682703, imax: 355, n: 411 computing farthest point 41, dmax: 0.67134243, imax: 201, n: 411 computing farthest point 42, dmax: 0.6703627, imax: 310, n: 411 computing farthest point 43, dmax: 0.6449521, imax: 157, n: 411 computing farthest point 44, dmax: 0.6252849, imax: 105, n: 411 computing farthest point 45, dmax: 0.6174322, imax: 69, n: 411 computing farthest point 46, dmax: 0.6138838, imax: 54, n: 411 computing farthest point 47, dmax: 0.61034113, imax: 345, n: 411 computing farthest point 48, dmax: 0.6084866, imax: 180, n: 411 computing farthest point 49, dmax: 0.59002227, imax: 209, n: 411 computing farthest point 50, dmax: 0.5845885, imax: 269, n: 411 computing farthest point 51, dmax: 0.58437485, imax: 343, n: 411 computing farthest point 52, dmax: 0.58235943, imax: 107, n: 411 computing farthest point 53, dmax: 0.58232915, imax: 244, n: 411 computing farthest point 54, dmax: 0.56939137, imax: 147, n: 411 computing farthest point 55, dmax: 0.5669859, imax: 55, n: 411 computing farthest point 56, dmax: 0.5597138, imax: 135, n: 411 computing farthest point 57, dmax: 0.55529594, imax: 398, n: 411 computing farthest point 58, dmax: 0.5521036, imax: 4, n: 411 computing farthest point 59, dmax: 0.5407489, imax: 297, n: 411 computing farthest point 60, dmax: 0.53265923, imax: 384, n: 411 computing farthest point 61, dmax: 0.51778007, imax: 325, n: 411 computing farthest point 62, dmax: 0.5176471, imax: 203, n: 411 computing farthest point 63, dmax: 0.51509356, imax: 235, n: 411 computing farthest point 64, dmax: 0.4994794, imax: 167, n: 411 computing farthest point 65, dmax: 0.4933529, imax: 184, n: 411 (n, m, k, length(A.centers), length(C)) = (100000, 525, 65, 65, 62) [ Info: using 32 random queries from the dataset [ Info: using 100 given as hyperparameter ┌ Info: (BeamSearch │ bsize: Int32 2 │ Δ: Float32 1.1129999f0 │ maxvisits: Int64 604 └ , 100, 10) [ Info: -- old vs rebuild> searchtime: 1.281914268 vs 0.006578622; recall: 0.9030000000000001 vs 0.9040000000000002 [ Info: --- load and save!!! [ Info: SearchGraph{SqL2Distance, MatrixDatabase{Matrix{Float32}}, StaticAdjacencyList{UInt32}, Vector{UInt32}, BeamSearch} (recall, searchtime, length(queries) / searchtime) = (0.9040000000000002, 0.004332478, 23081.47900577914) 2.876460 seconds (1.04 M allocations: 50.745 MiB, 96.19% compilation time) [ Info: #############=========== StrideMatrixDatabase with default parameters ==========########### computing farthest point 1, dmax: Inf, imax: 82, n: 98 computing farthest point 2, dmax: 15.105126, imax: 22, n: 98 computing farthest point 3, dmax: 10.857997, imax: 17, n: 98 computing farthest point 4, dmax: 9.073192, imax: 85, n: 98 computing farthest point 5, dmax: 8.037149, imax: 77, n: 98 computing farthest point 6, dmax: 6.7554216, imax: 35, n: 98 computing farthest point 7, dmax: 6.34692, imax: 9, n: 98 computing farthest point 8, dmax: 6.2391067, imax: 31, n: 98 computing farthest point 9, dmax: 5.6958585, imax: 6, n: 98 computing farthest point 10, dmax: 4.657447, imax: 4, n: 98 computing farthest point 11, dmax: 4.606067, imax: 70, n: 98 computing farthest point 12, dmax: 4.40278, imax: 16, n: 98 computing farthest point 13, dmax: 4.213455, imax: 44, n: 98 computing farthest point 14, dmax: 3.9712691, imax: 1, n: 98 computing farthest point 15, dmax: 3.2162688, imax: 74, n: 98 computing farthest point 16, dmax: 3.1757247, imax: 40, n: 98 computing farthest point 17, dmax: 2.9945648, imax: 3, n: 98 computing farthest point 18, dmax: 2.6095057, imax: 60, n: 98 computing farthest point 19, dmax: 2.4925878, imax: 13, n: 98 computing farthest point 20, dmax: 2.3741658, imax: 42, n: 98 computing farthest point 21, dmax: 2.348151, imax: 39, n: 98 computing farthest point 22, dmax: 2.2920802, imax: 55, n: 98 computing farthest point 23, dmax: 2.1071854, imax: 21, n: 98 computing farthest point 24, dmax: 2.050212, imax: 14, n: 98 computing farthest point 25, dmax: 1.9288465, imax: 93, n: 98 computing farthest point 26, dmax: 1.8476932, imax: 56, n: 98 computing farthest point 27, dmax: 1.8448136, imax: 47, n: 98 computing farthest point 28, dmax: 1.759618, imax: 54, n: 98 computing farthest point 29, dmax: 1.7517153, imax: 94, n: 98 computing farthest point 30, dmax: 1.6946251, imax: 51, n: 98 computing farthest point 31, dmax: 1.5972209, imax: 65, n: 98 computing farthest point 32, dmax: 1.5299329, imax: 79, n: 98 computing farthest point 33, dmax: 1.4548323, imax: 86, n: 98 (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: 98, n: 124 computing farthest point 2, dmax: 23.250742, imax: 27, n: 124 computing farthest point 3, dmax: 13.427604, imax: 91, n: 124 computing farthest point 4, dmax: 12.037432, imax: 60, n: 124 computing farthest point 5, dmax: 11.614288, imax: 8, n: 124 computing farthest point 6, dmax: 9.171849, imax: 34, n: 124 computing farthest point 7, dmax: 9.053336, imax: 63, n: 124 computing farthest point 8, dmax: 6.4333215, imax: 16, n: 124 computing farthest point 9, dmax: 6.113728, imax: 47, n: 124 computing farthest point 10, dmax: 5.8037953, imax: 37, n: 124 computing farthest point 11, dmax: 5.232884, imax: 9, n: 124 computing farthest point 12, dmax: 5.079204, imax: 15, n: 124 computing farthest point 13, dmax: 4.224347, imax: 109, n: 124 computing farthest point 14, dmax: 4.016598, imax: 49, n: 124 computing farthest point 15, dmax: 4.0024915, imax: 57, n: 124 computing farthest point 16, dmax: 3.2726083, imax: 65, n: 124 computing farthest point 17, dmax: 2.87785, imax: 29, n: 124 computing farthest point 18, dmax: 2.7295818, imax: 59, n: 124 computing farthest point 19, dmax: 2.6377447, imax: 86, n: 124 computing farthest point 20, dmax: 2.6319218, imax: 28, n: 124 computing farthest point 21, dmax: 2.3055365, imax: 39, n: 124 computing farthest point 22, dmax: 2.2190125, imax: 64, n: 124 computing farthest point 23, dmax: 2.1372085, imax: 54, n: 124 computing farthest point 24, dmax: 2.044997, imax: 18, n: 124 computing farthest point 25, dmax: 2.0257204, imax: 35, n: 124 computing farthest point 26, dmax: 1.9478905, imax: 2, n: 124 computing farthest point 27, dmax: 1.9015516, imax: 85, n: 124 computing farthest point 28, dmax: 1.8512958, imax: 108, n: 124 computing farthest point 29, dmax: 1.7779382, imax: 112, n: 124 computing farthest point 30, dmax: 1.7375813, imax: 31, n: 124 computing farthest point 31, dmax: 1.6884159, imax: 6, n: 124 computing farthest point 32, dmax: 1.6840429, imax: 78, n: 124 computing farthest point 33, dmax: 1.6666515, imax: 21, n: 124 computing farthest point 34, dmax: 1.6552478, imax: 33, n: 124 computing farthest point 35, dmax: 1.608984, imax: 105, n: 124 (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: 14, n: 145 computing farthest point 2, dmax: 29.15856, imax: 11, n: 145 computing farthest point 3, dmax: 19.460997, imax: 13, n: 145 computing farthest point 4, dmax: 15.235817, imax: 8, n: 145 computing farthest point 5, dmax: 13.822322, imax: 9, n: 145 computing farthest point 6, dmax: 11.969034, imax: 49, n: 145 computing farthest point 7, dmax: 7.727191, imax: 72, n: 145 computing farthest point 8, dmax: 7.298124, imax: 19, n: 145 computing farthest point 9, dmax: 6.8052773, imax: 91, n: 145 computing farthest point 10, dmax: 5.940642, imax: 139, n: 145 computing farthest point 11, dmax: 5.2430797, imax: 27, n: 145 computing farthest point 12, dmax: 5.240374, imax: 71, n: 145 computing farthest point 13, dmax: 4.986983, imax: 137, n: 145 computing farthest point 14, dmax: 4.8029037, imax: 40, n: 145 computing farthest point 15, dmax: 4.7356772, imax: 76, n: 145 computing farthest point 16, dmax: 4.6667466, imax: 53, n: 145 computing farthest point 17, dmax: 4.257474, imax: 82, n: 145 computing farthest point 18, dmax: 4.2301955, imax: 30, n: 145 computing farthest point 19, dmax: 3.9407127, imax: 135, n: 145 computing farthest point 20, dmax: 3.6107252, imax: 22, n: 145 computing farthest point 21, dmax: 3.562619, imax: 70, n: 145 computing farthest point 22, dmax: 3.5411837, imax: 141, n: 145 computing farthest point 23, dmax: 3.5245543, imax: 127, n: 145 computing farthest point 24, dmax: 2.9945648, imax: 2, n: 145 computing farthest point 25, dmax: 2.930371, imax: 101, n: 145 computing farthest point 26, dmax: 2.8780477, imax: 21, n: 145 computing farthest point 27, dmax: 2.7125797, imax: 55, n: 145 computing farthest point 28, dmax: 2.6171815, imax: 12, n: 145 computing farthest point 29, dmax: 2.5345552, imax: 112, n: 145 computing farthest point 30, dmax: 2.38034, imax: 118, n: 145 computing farthest point 31, dmax: 2.259732, imax: 18, n: 145 computing farthest point 32, dmax: 2.062203, imax: 25, n: 145 computing farthest point 33, dmax: 1.9475943, imax: 42, n: 145 computing farthest point 34, dmax: 1.9169466, imax: 115, n: 145 computing farthest point 35, dmax: 1.8731378, imax: 77, n: 145 computing farthest point 36, dmax: 1.769547, imax: 63, n: 145 computing farthest point 37, dmax: 1.7353712, imax: 24, n: 145 (n, m, k, length(A.centers), length(C)) = (662, 226, 37, 37, 37) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 53, n: 174 computing farthest point 2, dmax: 21.158157, imax: 97, n: 174 computing farthest point 3, dmax: 15.428225, imax: 8, n: 174 computing farthest point 4, dmax: 14.380333, imax: 147, n: 174 computing farthest point 5, dmax: 13.189169, imax: 2, n: 174 computing farthest point 6, dmax: 8.589215, imax: 44, n: 174 computing farthest point 7, dmax: 8.522267, imax: 109, n: 174 computing farthest point 8, dmax: 8.025349, imax: 93, n: 174 computing farthest point 9, dmax: 7.204678, imax: 110, n: 174 computing farthest point 10, dmax: 6.6351433, imax: 158, n: 174 computing farthest point 11, dmax: 5.9511514, imax: 99, n: 174 computing farthest point 12, dmax: 5.6063914, imax: 136, n: 174 computing farthest point 13, dmax: 5.459494, imax: 113, n: 174 computing farthest point 14, dmax: 4.499153, imax: 24, n: 174 computing farthest point 15, dmax: 4.3579116, imax: 12, n: 174 computing farthest point 16, dmax: 4.1887684, imax: 5, n: 174 computing farthest point 17, dmax: 4.029284, imax: 52, n: 174 computing farthest point 18, dmax: 3.812408, imax: 119, n: 174 computing farthest point 19, dmax: 3.7590916, imax: 173, n: 174 computing farthest point 20, dmax: 3.5189238, imax: 131, n: 174 computing farthest point 21, dmax: 3.339402, imax: 23, n: 174 computing farthest point 22, dmax: 3.112949, imax: 30, n: 174 computing farthest point 23, dmax: 3.1018074, imax: 163, n: 174 computing farthest point 24, dmax: 3.0579796, imax: 146, n: 174 computing farthest point 25, dmax: 2.9859753, imax: 13, n: 174 computing farthest point 26, dmax: 2.887152, imax: 71, n: 174 computing farthest point 27, dmax: 2.8661375, imax: 40, n: 174 computing farthest point 28, dmax: 2.689237, imax: 10, n: 174 computing farthest point 29, dmax: 2.5262764, imax: 57, n: 174 computing farthest point 30, dmax: 2.4980674, imax: 103, n: 174 computing farthest point 31, dmax: 2.4572608, imax: 27, n: 174 computing farthest point 32, dmax: 2.3120904, imax: 162, n: 174 computing farthest point 33, dmax: 2.0579665, imax: 17, n: 174 computing farthest point 34, dmax: 2.0547736, imax: 67, n: 174 computing farthest point 35, dmax: 2.049098, imax: 152, n: 174 computing farthest point 36, dmax: 2.035204, imax: 28, n: 174 computing farthest point 37, dmax: 2.0277953, imax: 31, n: 174 computing farthest point 38, dmax: 1.9231651, imax: 92, n: 174 computing farthest point 39, dmax: 1.8373729, imax: 98, n: 174 computing farthest point 40, dmax: 1.8132186, imax: 56, n: 174 computing farthest point 41, dmax: 1.6839105, imax: 11, n: 174 computing farthest point 42, dmax: 1.6779913, imax: 65, n: 174 (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: 186, n: 196 computing farthest point 2, dmax: 24.692335, imax: 120, n: 196 computing farthest point 3, dmax: 14.96015, imax: 22, n: 196 computing farthest point 4, dmax: 12.722978, imax: 159, n: 196 computing farthest point 5, dmax: 11.602963, imax: 5, n: 196 computing farthest point 6, dmax: 11.120548, imax: 137, n: 196 computing farthest point 7, dmax: 9.552974, imax: 47, n: 196 computing farthest point 8, dmax: 8.734367, imax: 182, n: 196 computing farthest point 9, dmax: 7.4300294, imax: 73, n: 196 computing farthest point 10, dmax: 6.981003, imax: 80, n: 196 computing farthest point 11, dmax: 5.8591394, imax: 55, n: 196 computing farthest point 12, dmax: 5.4886513, imax: 195, n: 196 computing farthest point 13, dmax: 5.145021, imax: 90, n: 196 computing farthest point 14, dmax: 4.8267226, imax: 14, n: 196 computing farthest point 15, dmax: 4.361615, imax: 34, n: 196 computing farthest point 16, dmax: 3.6811244, imax: 144, n: 196 computing farthest point 17, dmax: 3.6426897, imax: 94, n: 196 computing farthest point 18, dmax: 3.554953, imax: 181, n: 196 computing farthest point 19, dmax: 3.421736, imax: 176, n: 196 computing farthest point 20, dmax: 3.2706723, imax: 29, n: 196 computing farthest point 21, dmax: 3.2666721, imax: 54, n: 196 computing farthest point 22, dmax: 3.0125246, imax: 99, n: 196 computing farthest point 23, dmax: 2.9634995, imax: 168, n: 196 computing farthest point 24, dmax: 2.884993, imax: 123, n: 196 computing farthest point 25, dmax: 2.7856526, imax: 13, n: 196 computing farthest point 26, dmax: 2.5915241, imax: 61, n: 196 computing farthest point 27, dmax: 2.5785773, imax: 72, n: 196 computing farthest point 28, dmax: 2.5512319, imax: 191, n: 196 computing farthest point 29, dmax: 2.5126998, imax: 79, n: 196 computing farthest point 30, dmax: 2.463042, imax: 143, n: 196 computing farthest point 31, dmax: 2.4195437, imax: 3, n: 196 computing farthest point 32, dmax: 2.4148173, imax: 138, n: 196 computing farthest point 33, dmax: 2.25777, imax: 183, n: 196 computing farthest point 34, dmax: 2.1223457, imax: 87, n: 196 computing farthest point 35, dmax: 2.1082435, imax: 81, n: 196 computing farthest point 36, dmax: 2.0936944, imax: 118, n: 196 computing farthest point 37, dmax: 2.0882592, imax: 139, n: 196 computing farthest point 38, dmax: 2.017432, imax: 6, n: 196 computing farthest point 39, dmax: 1.9858129, imax: 53, n: 196 computing farthest point 40, dmax: 1.8994961, imax: 196, n: 196 computing farthest point 41, dmax: 1.8870955, imax: 174, n: 196 computing farthest point 42, dmax: 1.8280069, imax: 78, n: 196 computing farthest point 43, dmax: 1.8175238, imax: 82, n: 196 computing farthest point 44, dmax: 1.7807039, imax: 177, n: 196 (n, m, k, length(A.centers), length(C)) = (2226, 292, 44, 44, 44) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 71, n: 205 computing farthest point 2, dmax: 15.835189, imax: 64, n: 205 computing farthest point 3, dmax: 10.929887, imax: 51, n: 205 computing farthest point 4, dmax: 10.746215, imax: 200, n: 205 computing farthest point 5, dmax: 9.469976, imax: 1, n: 205 computing farthest point 6, dmax: 8.51823, imax: 11, n: 205 computing farthest point 7, dmax: 8.273472, imax: 6, n: 205 computing farthest point 8, dmax: 7.333815, imax: 5, n: 205 computing farthest point 9, dmax: 6.561751, imax: 81, n: 205 computing farthest point 10, dmax: 6.147897, imax: 15, n: 205 computing farthest point 11, dmax: 6.02879, imax: 109, n: 205 computing farthest point 12, dmax: 5.740176, imax: 182, n: 205 computing farthest point 13, dmax: 5.6070085, imax: 47, n: 205 computing farthest point 14, dmax: 4.4488587, imax: 62, n: 205 computing farthest point 15, dmax: 4.316986, imax: 149, n: 205 computing farthest point 16, dmax: 4.2180915, imax: 154, n: 205 computing farthest point 17, dmax: 3.8107972, imax: 116, n: 205 computing farthest point 18, dmax: 3.7856474, imax: 132, n: 205 computing farthest point 19, dmax: 3.6818135, imax: 66, n: 205 computing farthest point 20, dmax: 3.6757886, imax: 96, n: 205 computing farthest point 21, dmax: 3.5050454, imax: 85, n: 205 computing farthest point 22, dmax: 3.4611685, imax: 119, n: 205 computing farthest point 23, dmax: 3.1028874, imax: 74, n: 205 computing farthest point 24, dmax: 3.0972545, imax: 26, n: 205 computing farthest point 25, dmax: 2.932502, imax: 7, n: 205 computing farthest point 26, dmax: 2.9152732, imax: 185, n: 205 computing farthest point 27, dmax: 2.8813734, imax: 78, n: 205 computing farthest point 28, dmax: 2.82212, imax: 9, n: 205 computing farthest point 29, dmax: 2.6885943, imax: 144, n: 205 computing farthest point 30, dmax: 2.6130579, imax: 69, n: 205 computing farthest point 31, dmax: 2.5824742, imax: 90, n: 205 computing farthest point 32, dmax: 2.5146143, imax: 111, n: 205 computing farthest point 33, dmax: 2.4666142, imax: 44, n: 205 computing farthest point 34, dmax: 2.1049685, imax: 130, n: 205 computing farthest point 35, dmax: 2.0817573, imax: 30, n: 205 computing farthest point 36, dmax: 2.0517507, imax: 23, n: 205 computing farthest point 37, dmax: 2.0421493, imax: 54, n: 205 computing farthest point 38, dmax: 1.9375279, imax: 22, n: 205 computing farthest point 39, dmax: 1.8815097, imax: 142, n: 205 computing farthest point 40, dmax: 1.8090501, imax: 125, n: 205 computing farthest point 41, dmax: 1.7975136, imax: 52, n: 205 computing farthest point 42, dmax: 1.7788594, imax: 107, n: 205 computing farthest point 43, dmax: 1.7783805, imax: 146, n: 205 computing farthest point 44, dmax: 1.7328814, imax: 91, n: 205 computing farthest point 45, dmax: 1.7220701, imax: 193, n: 205 computing farthest point 46, dmax: 1.7017833, imax: 2, n: 205 (n, m, k, length(A.centers), length(C)) = (3331, 312, 46, 46, 46) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 68, n: 236 computing farthest point 2, dmax: 24.732244, imax: 64, n: 236 computing farthest point 3, dmax: 22.55039, imax: 129, n: 236 computing farthest point 4, dmax: 17.033688, imax: 158, n: 236 computing farthest point 5, dmax: 11.761785, imax: 113, n: 236 computing farthest point 6, dmax: 11.023124, imax: 30, n: 236 computing farthest point 7, dmax: 11.015402, imax: 73, n: 236 computing farthest point 8, dmax: 8.783273, imax: 121, n: 236 computing farthest point 9, dmax: 8.772069, imax: 118, n: 236 computing farthest point 10, dmax: 8.645633, imax: 198, n: 236 computing farthest point 11, dmax: 6.607899, imax: 57, n: 236 computing farthest point 12, dmax: 6.502985, imax: 97, n: 236 computing farthest point 13, dmax: 6.3050175, imax: 136, n: 236 computing farthest point 14, dmax: 5.378556, imax: 107, n: 236 computing farthest point 15, dmax: 5.0706973, imax: 120, n: 236 computing farthest point 16, dmax: 4.889109, imax: 43, n: 236 computing farthest point 17, dmax: 4.664545, imax: 69, n: 236 computing farthest point 18, dmax: 4.017684, imax: 78, n: 236 computing farthest point 19, dmax: 3.9613981, imax: 196, n: 236 computing farthest point 20, dmax: 3.834583, imax: 130, n: 236 computing farthest point 21, dmax: 3.8160245, imax: 38, n: 236 computing farthest point 22, dmax: 3.5181308, imax: 59, n: 236 computing farthest point 23, dmax: 3.5117261, imax: 174, n: 236 computing farthest point 24, dmax: 3.3259497, imax: 135, n: 236 computing farthest point 25, dmax: 2.8663163, imax: 10, n: 236 computing farthest point 26, dmax: 2.694268, imax: 220, n: 236 computing farthest point 27, dmax: 2.614494, imax: 80, n: 236 computing farthest point 28, dmax: 2.5903442, imax: 65, n: 236 computing farthest point 29, dmax: 2.5842187, imax: 87, n: 236 computing farthest point 30, dmax: 2.5826511, imax: 110, n: 236 computing farthest point 31, dmax: 2.5072684, imax: 66, n: 236 computing farthest point 32, dmax: 2.4278154, imax: 90, n: 236 computing farthest point 33, dmax: 2.3943214, imax: 171, n: 236 computing farthest point 34, dmax: 2.387319, imax: 4, n: 236 computing farthest point 35, dmax: 2.3812718, imax: 149, n: 236 computing farthest point 36, dmax: 2.3513696, imax: 55, n: 236 computing farthest point 37, dmax: 2.1535726, imax: 144, n: 236 computing farthest point 38, dmax: 2.098495, imax: 170, n: 236 computing farthest point 39, dmax: 2.0652907, imax: 88, n: 236 computing farthest point 40, dmax: 2.040297, imax: 166, n: 236 computing farthest point 41, dmax: 2.0346928, imax: 138, n: 236 computing farthest point 42, dmax: 1.9301597, imax: 227, n: 236 computing farthest point 43, dmax: 1.9069749, imax: 37, n: 236 computing farthest point 44, dmax: 1.8720633, imax: 8, n: 236 computing farthest point 45, dmax: 1.8585873, imax: 86, n: 236 computing farthest point 46, dmax: 1.8076527, imax: 165, n: 236 computing farthest point 47, dmax: 1.8047868, imax: 70, n: 236 computing farthest point 48, dmax: 1.7624907, imax: 32, n: 236 (n, m, k, length(A.centers), length(C)) = (4997, 333, 48, 48, 48) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 186, n: 263 computing farthest point 2, dmax: 17.053307, imax: 31, n: 263 computing farthest point 3, dmax: 17.029894, imax: 12, n: 263 computing farthest point 4, dmax: 12.684801, imax: 88, n: 263 computing farthest point 5, dmax: 12.244034, imax: 69, n: 263 computing farthest point 6, dmax: 9.425944, imax: 114, n: 263 computing farthest point 7, dmax: 8.794309, imax: 204, n: 263 computing farthest point 8, dmax: 8.550099, imax: 192, n: 263 computing farthest point 9, dmax: 8.443396, imax: 163, n: 263 computing farthest point 10, dmax: 7.308349, imax: 218, n: 263 computing farthest point 11, dmax: 6.3612576, imax: 96, n: 263 computing farthest point 12, dmax: 5.922167, imax: 257, n: 263 computing farthest point 13, dmax: 5.3062873, imax: 169, n: 263 computing farthest point 14, dmax: 5.0113344, imax: 225, n: 263 computing farthest point 15, dmax: 4.965105, imax: 205, n: 263 computing farthest point 16, dmax: 4.86181, imax: 7, n: 263 computing farthest point 17, dmax: 4.4548416, imax: 70, n: 263 computing farthest point 18, dmax: 4.422727, imax: 206, n: 263 computing farthest point 19, dmax: 4.214198, imax: 135, n: 263 computing farthest point 20, dmax: 4.190461, imax: 2, n: 263 computing farthest point 21, dmax: 4.090765, imax: 237, n: 263 computing farthest point 22, dmax: 3.9388247, imax: 234, n: 263 computing farthest point 23, dmax: 3.8473668, imax: 243, n: 263 computing farthest point 24, dmax: 3.8190005, imax: 252, n: 263 computing farthest point 25, dmax: 3.613934, imax: 21, n: 263 computing farthest point 26, dmax: 3.607078, imax: 32, n: 263 computing farthest point 27, dmax: 3.423785, imax: 167, n: 263 computing farthest point 28, dmax: 3.3857825, imax: 263, n: 263 computing farthest point 29, dmax: 3.0957417, imax: 116, n: 263 computing farthest point 30, dmax: 3.0505738, imax: 140, n: 263 computing farthest point 31, dmax: 3.0045547, imax: 239, n: 263 computing farthest point 32, dmax: 2.9915302, imax: 34, n: 263 computing farthest point 33, dmax: 2.9600008, imax: 65, n: 263 computing farthest point 34, dmax: 2.7484682, imax: 146, n: 263 computing farthest point 35, dmax: 2.690878, imax: 82, n: 263 computing farthest point 36, dmax: 2.588313, imax: 43, n: 263 computing farthest point 37, dmax: 2.5688117, imax: 134, n: 263 computing farthest point 38, dmax: 2.5474324, imax: 47, n: 263 computing farthest point 39, dmax: 2.5399632, imax: 191, n: 263 computing farthest point 40, dmax: 2.410351, imax: 4, n: 263 computing farthest point 41, dmax: 2.3770106, imax: 222, n: 263 computing farthest point 42, dmax: 2.370731, imax: 83, n: 263 computing farthest point 43, dmax: 2.2521696, imax: 184, n: 263 computing farthest point 44, dmax: 2.152881, imax: 97, n: 263 computing farthest point 45, dmax: 2.0789042, imax: 95, n: 263 computing farthest point 46, dmax: 2.0508022, imax: 157, n: 263 computing farthest point 47, dmax: 1.8929858, imax: 207, n: 263 computing farthest point 48, dmax: 1.8653089, imax: 255, n: 263 computing farthest point 49, dmax: 1.7074121, imax: 92, n: 263 computing farthest point 50, dmax: 1.6704818, imax: 145, n: 263 (n, m, k, length(A.centers), length(C)) = (7496, 354, 50, 50, 50) [ Info: using 32 random queries from the dataset append_items! sp=8993, ep=9009, n=9009, BeamSearch bsize: Int32 50 Δ: Float32 0.8f0 maxvisits: Int64 720 , 2025-06-02T13:16:09.935 append_items! sp=9894, ep=9910, n=9910, BeamSearch bsize: Int32 50 Δ: Float32 0.8f0 maxvisits: Int64 720 , 2025-06-02T13:16:09.981 append_items! sp=10540, ep=10556, n=10556, BeamSearch bsize: Int32 50 Δ: Float32 0.8f0 maxvisits: Int64 720 , 2025-06-02T13:16:10.014 computing farthest point 1, dmax: Inf, imax: 101, n: 300 computing farthest point 2, dmax: 15.727535, imax: 131, n: 300 computing farthest point 3, dmax: 15.046243, imax: 177, n: 300 computing farthest point 4, dmax: 12.021265, imax: 166, n: 300 computing farthest point 5, dmax: 10.407524, imax: 109, n: 300 computing farthest point 6, dmax: 10.070684, imax: 171, n: 300 computing farthest point 7, dmax: 9.497141, imax: 189, n: 300 computing farthest point 8, dmax: 8.872163, imax: 123, n: 300 computing farthest point 9, dmax: 8.772163, imax: 288, n: 300 computing farthest point 10, dmax: 8.114118, imax: 120, n: 300 computing farthest point 11, dmax: 7.598821, imax: 290, n: 300 computing farthest point 12, dmax: 6.602756, imax: 116, n: 300 computing farthest point 13, dmax: 6.5818224, imax: 133, n: 300 computing farthest point 14, dmax: 6.086162, imax: 139, n: 300 computing farthest point 15, dmax: 6.075159, imax: 220, n: 300 computing farthest point 16, dmax: 5.5863743, imax: 7, n: 300 computing farthest point 17, dmax: 5.560643, imax: 84, n: 300 computing farthest point 18, dmax: 5.3455105, imax: 20, n: 300 computing farthest point 19, dmax: 5.34197, imax: 68, n: 300 computing farthest point 20, dmax: 4.193477, imax: 48, n: 300 computing farthest point 21, dmax: 4.1294327, imax: 234, n: 300 computing farthest point 22, dmax: 4.1219296, imax: 163, n: 300 computing farthest point 23, dmax: 4.0796456, imax: 1, n: 300 computing farthest point 24, dmax: 3.9489512, imax: 193, n: 300 computing farthest point 25, dmax: 3.6723158, imax: 268, n: 300 computing farthest point 26, dmax: 3.4251432, imax: 102, n: 300 computing farthest point 27, dmax: 3.36075, imax: 145, n: 300 computing farthest point 28, dmax: 3.3481574, imax: 24, n: 300 computing farthest point 29, dmax: 3.298283, imax: 298, n: 300 computing farthest point 30, dmax: 3.285833, imax: 209, n: 300 computing farthest point 31, dmax: 3.0383847, imax: 97, n: 300 computing farthest point 32, dmax: 3.0157316, imax: 258, n: 300 computing farthest point 33, dmax: 2.9253576, imax: 71, n: 300 computing farthest point 34, dmax: 2.7791436, imax: 105, n: 300 computing farthest point 35, dmax: 2.7006762, imax: 21, n: 300 computing farthest point 36, dmax: 2.6972628, imax: 77, n: 300 computing farthest point 37, dmax: 2.6868567, imax: 253, n: 300 computing farthest point 38, dmax: 2.6410384, imax: 281, n: 300 computing farthest point 39, dmax: 2.6152105, imax: 127, n: 300 computing farthest point 40, dmax: 2.5577917, imax: 29, n: 300 computing farthest point 41, dmax: 2.4535868, imax: 169, n: 300 computing farthest point 42, dmax: 2.4419713, imax: 69, n: 300 computing farthest point 43, dmax: 2.4290302, imax: 74, n: 300 computing farthest point 44, dmax: 2.2866843, imax: 9, n: 300 computing farthest point 45, dmax: 2.150411, imax: 3, n: 300 computing farthest point 46, dmax: 2.1456447, imax: 207, n: 300 computing farthest point 47, dmax: 2.133018, imax: 17, n: 300 computing farthest point 48, dmax: 2.0106618, imax: 44, n: 300 computing farthest point 49, dmax: 1.9167023, imax: 130, n: 300 computing farthest point 50, dmax: 1.8736422, imax: 296, n: 300 computing farthest point 51, dmax: 1.8643241, imax: 283, n: 300 computing farthest point 52, dmax: 1.8244846, imax: 4, n: 300 computing farthest point 53, dmax: 1.8220792, imax: 251, n: 300 (n, m, k, length(A.centers), length(C)) = (11236, 386, 53, 53, 53) [ Info: using 32 random queries from the dataset append_items! sp=12665, ep=12681, n=12681, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 390 , 2025-06-02T13:16:10.120 append_items! sp=13345, ep=13361, n=13361, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 390 , 2025-06-02T13:16:10.141 append_items! sp=14229, ep=14245, n=14245, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 390 , 2025-06-02T13:16:10.169 append_items! sp=16354, ep=16370, n=16370, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 390 , 2025-06-02T13:16:10.251 computing farthest point 1, dmax: Inf, imax: 109, n: 327 computing farthest point 2, dmax: 33.75411, imax: 4, n: 327 computing farthest point 3, dmax: 29.147184, imax: 203, n: 327 computing farthest point 4, dmax: 17.228157, imax: 43, n: 327 computing farthest point 5, dmax: 14.175513, imax: 95, n: 327 computing farthest point 6, dmax: 12.889209, imax: 67, n: 327 computing farthest point 7, dmax: 11.934325, imax: 283, n: 327 computing farthest point 8, dmax: 11.283033, imax: 63, n: 327 computing farthest point 9, dmax: 8.683162, imax: 27, n: 327 computing farthest point 10, dmax: 8.496733, imax: 243, n: 327 computing farthest point 11, dmax: 7.594118, imax: 69, n: 327 computing farthest point 12, dmax: 7.090989, imax: 201, n: 327 computing farthest point 13, dmax: 6.8918366, imax: 173, n: 327 computing farthest point 14, dmax: 6.2279077, imax: 31, n: 327 computing farthest point 15, dmax: 5.958466, imax: 229, n: 327 computing farthest point 16, dmax: 5.8741574, imax: 79, n: 327 computing farthest point 17, dmax: 5.573521, imax: 233, n: 327 computing farthest point 18, dmax: 5.4146, imax: 29, n: 327 computing farthest point 19, dmax: 5.2118373, imax: 306, n: 327 computing farthest point 20, dmax: 4.944906, imax: 174, n: 327 computing farthest point 21, dmax: 4.5285068, imax: 272, n: 327 computing farthest point 22, dmax: 4.44229, imax: 49, n: 327 computing farthest point 23, dmax: 4.3625345, imax: 146, n: 327 computing farthest point 24, dmax: 3.947463, imax: 37, n: 327 computing farthest point 25, dmax: 3.9359782, imax: 292, n: 327 computing farthest point 26, dmax: 3.878816, imax: 128, n: 327 computing farthest point 27, dmax: 3.703826, imax: 225, n: 327 computing farthest point 28, dmax: 3.5467246, imax: 162, n: 327 computing farthest point 29, dmax: 3.4333963, imax: 68, n: 327 computing farthest point 30, dmax: 3.3214014, imax: 1, n: 327 computing farthest point 31, dmax: 3.2101326, imax: 189, n: 327 computing farthest point 32, dmax: 3.1195476, imax: 215, n: 327 computing farthest point 33, dmax: 2.777831, imax: 139, n: 327 computing farthest point 34, dmax: 2.7555218, imax: 60, n: 327 computing farthest point 35, dmax: 2.729447, imax: 127, n: 327 computing farthest point 36, dmax: 2.6494064, imax: 17, n: 327 computing farthest point 37, dmax: 2.6297898, imax: 285, n: 327 computing farthest point 38, dmax: 2.4909956, imax: 321, n: 327 computing farthest point 39, dmax: 2.4827127, imax: 52, n: 327 computing farthest point 40, dmax: 2.4422705, imax: 308, n: 327 computing farthest point 41, dmax: 2.357774, imax: 20, n: 327 computing farthest point 42, dmax: 2.344244, imax: 204, n: 327 computing farthest point 43, dmax: 2.101058, imax: 236, n: 327 computing farthest point 44, dmax: 2.0779545, imax: 322, n: 327 computing farthest point 45, dmax: 2.0779474, imax: 119, n: 327 computing farthest point 46, dmax: 2.0550964, imax: 232, n: 327 computing farthest point 47, dmax: 2.0309806, imax: 83, n: 327 computing farthest point 48, dmax: 2.0213232, imax: 224, n: 327 computing farthest point 49, dmax: 2.0061412, imax: 77, n: 327 computing farthest point 50, dmax: 1.9317598, imax: 279, n: 327 computing farthest point 51, dmax: 1.9171085, imax: 237, n: 327 computing farthest point 52, dmax: 1.892931, imax: 26, n: 327 computing farthest point 53, dmax: 1.8888968, imax: 97, n: 327 computing farthest point 54, dmax: 1.8788702, imax: 114, n: 327 computing farthest point 55, dmax: 1.8760576, imax: 187, n: 327 (n, m, k, length(A.centers), length(C)) = (16846, 408, 55, 55, 55) [ Info: using 32 random queries from the dataset append_items! sp=17510, ep=17526, n=17526, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 394 , 2025-06-02T13:16:10.324 append_items! sp=18955, ep=18971, n=18971, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 394 , 2025-06-02T13:16:10.374 append_items! sp=20213, ep=20229, n=20229, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 394 , 2025-06-02T13:16:10.418 append_items! sp=20570, ep=20586, n=20586, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 394 , 2025-06-02T13:16:10.430 append_items! sp=22797, ep=22813, n=22813, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 394 , 2025-06-02T13:16:10.511 append_items! sp=23443, ep=23459, n=23459, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 394 , 2025-06-02T13:16:10.535 append_items! sp=23545, ep=23561, n=23561, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 394 , 2025-06-02T13:16:10.538 append_items! sp=23987, ep=24003, n=24003, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 394 , 2025-06-02T13:16:10.556 computing farthest point 1, dmax: Inf, imax: 71, n: 350 computing farthest point 2, dmax: 29.408766, imax: 239, n: 350 computing farthest point 3, dmax: 24.244015, imax: 152, n: 350 computing farthest point 4, dmax: 17.232952, imax: 78, n: 350 computing farthest point 5, dmax: 14.807265, imax: 49, n: 350 computing farthest point 6, dmax: 13.552238, imax: 140, n: 350 computing farthest point 7, dmax: 12.143087, imax: 313, n: 350 computing farthest point 8, dmax: 10.6307535, imax: 8, n: 350 computing farthest point 9, dmax: 9.676989, imax: 66, n: 350 computing farthest point 10, dmax: 7.6187086, imax: 150, n: 350 computing farthest point 11, dmax: 7.3886123, imax: 319, n: 350 computing farthest point 12, dmax: 7.182039, imax: 209, n: 350 computing farthest point 13, dmax: 5.5480914, imax: 278, n: 350 computing farthest point 14, dmax: 5.299511, imax: 171, n: 350 computing farthest point 15, dmax: 5.2823305, imax: 83, n: 350 computing farthest point 16, dmax: 5.2181625, imax: 306, n: 350 computing farthest point 17, dmax: 4.644021, imax: 256, n: 350 computing farthest point 18, dmax: 4.6056848, imax: 75, n: 350 computing farthest point 19, dmax: 4.525381, imax: 98, n: 350 computing farthest point 20, dmax: 4.338521, imax: 89, n: 350 computing farthest point 21, dmax: 4.1586757, imax: 93, n: 350 computing farthest point 22, dmax: 4.1090746, imax: 259, n: 350 computing farthest point 23, dmax: 3.8921921, imax: 30, n: 350 computing farthest point 24, dmax: 3.8152907, imax: 133, n: 350 computing farthest point 25, dmax: 3.594624, imax: 146, n: 350 computing farthest point 26, dmax: 3.4642522, imax: 173, n: 350 computing farthest point 27, dmax: 3.4175963, imax: 166, n: 350 computing farthest point 28, dmax: 3.286847, imax: 281, n: 350 computing farthest point 29, dmax: 3.222986, imax: 267, n: 350 computing farthest point 30, dmax: 3.1327806, imax: 167, n: 350 computing farthest point 31, dmax: 2.8633783, imax: 205, n: 350 computing farthest point 32, dmax: 2.8429472, imax: 51, n: 350 computing farthest point 33, dmax: 2.8330386, imax: 349, n: 350 computing farthest point 34, dmax: 2.823685, imax: 157, n: 350 computing farthest point 35, dmax: 2.7948558, imax: 97, n: 350 computing farthest point 36, dmax: 2.6628628, imax: 287, n: 350 computing farthest point 37, dmax: 2.6614969, imax: 32, n: 350 computing farthest point 38, dmax: 2.475893, imax: 221, n: 350 computing farthest point 39, dmax: 2.4318435, imax: 10, n: 350 computing farthest point 40, dmax: 2.4253473, imax: 61, n: 350 computing farthest point 41, dmax: 2.408218, imax: 68, n: 350 computing farthest point 42, dmax: 2.3724315, imax: 323, n: 350 computing farthest point 43, dmax: 2.2572992, imax: 272, n: 350 computing farthest point 44, dmax: 2.2545562, imax: 338, n: 350 computing farthest point 45, dmax: 2.2053318, imax: 260, n: 350 computing farthest point 46, dmax: 2.1522796, imax: 44, n: 350 computing farthest point 47, dmax: 2.1125488, imax: 330, n: 350 computing farthest point 48, dmax: 2.104233, imax: 165, n: 350 computing farthest point 49, dmax: 2.0377495, imax: 81, n: 350 computing farthest point 50, dmax: 2.0119386, imax: 43, n: 350 computing farthest point 51, dmax: 1.943432, imax: 1, n: 350 computing farthest point 52, dmax: 1.9071445, imax: 129, n: 350 computing farthest point 53, dmax: 1.8816254, imax: 35, n: 350 computing farthest point 54, dmax: 1.8587146, imax: 346, n: 350 computing farthest point 55, dmax: 1.8554598, imax: 274, n: 350 computing farthest point 56, dmax: 1.8384928, imax: 15, n: 350 computing farthest point 57, dmax: 1.8198996, imax: 74, n: 350 (n, m, k, length(A.centers), length(C)) = (25261, 431, 57, 57, 57) [ Info: using 32 random queries from the dataset append_items! sp=27540, ep=27556, n=27556, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 428 , 2025-06-02T13:16:10.737 append_items! sp=27710, ep=27726, n=27726, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 428 , 2025-06-02T13:16:10.746 append_items! sp=28866, ep=28882, n=28882, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 428 , 2025-06-02T13:16:10.800 append_items! sp=29444, ep=29460, n=29460, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 428 , 2025-06-02T13:16:10.829 append_items! sp=29818, ep=29834, n=29834, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 428 , 2025-06-02T13:16:10.848 append_items! sp=33898, ep=33914, n=33914, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 428 , 2025-06-02T13:16:11.050 append_items! sp=34561, ep=34577, n=34577, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 428 , 2025-06-02T13:16:11.080 computing farthest point 1, dmax: Inf, imax: 67, n: 322 computing farthest point 2, dmax: 48.289627, imax: 165, n: 322 computing farthest point 3, dmax: 23.284851, imax: 158, n: 322 computing farthest point 4, dmax: 20.27685, imax: 63, n: 322 computing farthest point 5, dmax: 16.011433, imax: 308, n: 322 computing farthest point 6, dmax: 14.25009, imax: 281, n: 322 computing farthest point 7, dmax: 13.124538, imax: 124, n: 322 computing farthest point 8, dmax: 9.5712, imax: 8, n: 322 computing farthest point 9, dmax: 8.296846, imax: 60, n: 322 computing farthest point 10, dmax: 7.813161, imax: 96, n: 322 computing farthest point 11, dmax: 7.5145655, imax: 111, n: 322 computing farthest point 12, dmax: 7.222657, imax: 81, n: 322 computing farthest point 13, dmax: 6.7184443, imax: 13, n: 322 computing farthest point 14, dmax: 6.2335505, imax: 34, n: 322 computing farthest point 15, dmax: 5.3830914, imax: 55, n: 322 computing farthest point 16, dmax: 5.3722143, imax: 4, n: 322 computing farthest point 17, dmax: 5.2217317, imax: 201, n: 322 computing farthest point 18, dmax: 5.077214, imax: 321, n: 322 computing farthest point 19, dmax: 5.0467043, imax: 166, n: 322 computing farthest point 20, dmax: 4.977553, imax: 296, n: 322 computing farthest point 21, dmax: 4.396485, imax: 195, n: 322 computing farthest point 22, dmax: 4.2863803, imax: 133, n: 322 computing farthest point 23, dmax: 4.2531867, imax: 231, n: 322 computing farthest point 24, dmax: 4.0795507, imax: 202, n: 322 computing farthest point 25, dmax: 3.8815527, imax: 52, n: 322 computing farthest point 26, dmax: 3.7487102, imax: 117, n: 322 computing farthest point 27, dmax: 3.7444458, imax: 237, n: 322 computing farthest point 28, dmax: 3.6188538, imax: 205, n: 322 computing farthest point 29, dmax: 3.61403, imax: 90, n: 322 computing farthest point 30, dmax: 3.3561077, imax: 208, n: 322 computing farthest point 31, dmax: 3.2501676, imax: 259, n: 322 computing farthest point 32, dmax: 3.1756084, imax: 103, n: 322 computing farthest point 33, dmax: 3.1629403, imax: 85, n: 322 computing farthest point 34, dmax: 3.0681553, imax: 1, n: 322 computing farthest point 35, dmax: 3.0409768, imax: 14, n: 322 computing farthest point 36, dmax: 2.9452667, imax: 295, n: 322 computing farthest point 37, dmax: 2.9382818, imax: 99, n: 322 computing farthest point 38, dmax: 2.7778218, imax: 161, n: 322 computing farthest point 39, dmax: 2.6487935, imax: 110, n: 322 computing farthest point 40, dmax: 2.6448028, imax: 106, n: 322 computing farthest point 41, dmax: 2.5884185, imax: 114, n: 322 computing farthest point 42, dmax: 2.4093282, imax: 193, n: 322 computing farthest point 43, dmax: 2.3551433, imax: 74, n: 322 computing farthest point 44, dmax: 2.2925735, imax: 206, n: 322 computing farthest point 45, dmax: 2.1962569, imax: 285, n: 322 computing farthest point 46, dmax: 2.1455076, imax: 92, n: 322 computing farthest point 47, dmax: 2.1102738, imax: 24, n: 322 computing farthest point 48, dmax: 2.0907624, imax: 58, n: 322 computing farthest point 49, dmax: 2.0844905, imax: 293, n: 322 computing farthest point 50, dmax: 2.0273395, imax: 137, n: 322 computing farthest point 51, dmax: 2.0215485, imax: 300, n: 322 computing farthest point 52, dmax: 1.9581305, imax: 250, n: 322 computing farthest point 53, dmax: 1.952449, imax: 199, n: 322 computing farthest point 54, dmax: 1.9321014, imax: 289, n: 322 computing farthest point 55, dmax: 1.8973409, imax: 78, n: 322 computing farthest point 56, dmax: 1.8487567, imax: 82, n: 322 computing farthest point 57, dmax: 1.8120643, imax: 40, n: 322 computing farthest point 58, dmax: 1.7617958, imax: 211, n: 322 computing farthest point 59, dmax: 1.7355102, imax: 113, n: 322 (n, m, k, length(A.centers), length(C)) = (37892, 454, 59, 59, 59) [ Info: using 32 random queries from the dataset append_items! sp=39117, ep=39133, n=39133, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:11.356 append_items! sp=42874, ep=42890, n=42890, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:11.561 append_items! sp=44251, ep=44267, n=44267, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:11.695 append_items! sp=49555, ep=49571, n=49571, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:12.010 append_items! sp=51068, ep=51084, n=51084, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:12.097 append_items! sp=52088, ep=52104, n=52104, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:12.153 append_items! sp=52649, ep=52665, n=52665, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:12.187 append_items! sp=53992, ep=54008, n=54008, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:12.271 append_items! sp=54230, ep=54246, n=54246, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:12.293 append_items! sp=56644, ep=56660, n=56660, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 512 , 2025-06-02T13:16:12.452 computing farthest point 1, dmax: Inf, imax: 216, n: 349 computing farthest point 2, dmax: 28.40158, imax: 66, n: 349 computing farthest point 3, dmax: 15.185448, imax: 272, n: 349 computing farthest point 4, dmax: 14.630948, imax: 235, n: 349 computing farthest point 5, dmax: 14.09911, imax: 170, n: 349 computing farthest point 6, dmax: 12.075057, imax: 237, n: 349 computing farthest point 7, dmax: 11.525916, imax: 1, n: 349 computing farthest point 8, dmax: 11.109094, imax: 344, n: 349 computing farthest point 9, dmax: 10.603224, imax: 151, n: 349 computing farthest point 10, dmax: 9.442419, imax: 59, n: 349 computing farthest point 11, dmax: 7.2899165, imax: 132, n: 349 computing farthest point 12, dmax: 6.4863186, imax: 230, n: 349 computing farthest point 13, dmax: 5.9262867, imax: 340, n: 349 computing farthest point 14, dmax: 5.443847, imax: 161, n: 349 computing farthest point 15, dmax: 5.371029, imax: 4, n: 349 computing farthest point 16, dmax: 5.081909, imax: 290, n: 349 computing farthest point 17, dmax: 5.0410347, imax: 122, n: 349 computing farthest point 18, dmax: 4.7967205, imax: 2, n: 349 computing farthest point 19, dmax: 4.641266, imax: 10, n: 349 computing farthest point 20, dmax: 4.464293, imax: 42, n: 349 computing farthest point 21, dmax: 4.4061637, imax: 106, n: 349 computing farthest point 22, dmax: 4.3022447, imax: 209, n: 349 computing farthest point 23, dmax: 4.2529693, imax: 174, n: 349 computing farthest point 24, dmax: 4.08189, imax: 136, n: 349 computing farthest point 25, dmax: 4.0506377, imax: 29, n: 349 computing farthest point 26, dmax: 3.9768608, imax: 306, n: 349 computing farthest point 27, dmax: 3.780568, imax: 309, n: 349 computing farthest point 28, dmax: 3.6979597, imax: 20, n: 349 computing farthest point 29, dmax: 3.6373708, imax: 238, n: 349 computing farthest point 30, dmax: 3.6069064, imax: 193, n: 349 computing farthest point 31, dmax: 3.3372412, imax: 3, n: 349 computing farthest point 32, dmax: 3.2387273, imax: 39, n: 349 computing farthest point 33, dmax: 3.0822954, imax: 289, n: 349 computing farthest point 34, dmax: 3.0744824, imax: 41, n: 349 computing farthest point 35, dmax: 3.0658674, imax: 186, n: 349 computing farthest point 36, dmax: 3.0087297, imax: 126, n: 349 computing farthest point 37, dmax: 2.986932, imax: 312, n: 349 computing farthest point 38, dmax: 2.8536794, imax: 40, n: 349 computing farthest point 39, dmax: 2.7227535, imax: 251, n: 349 computing farthest point 40, dmax: 2.7205062, imax: 277, n: 349 computing farthest point 41, dmax: 2.5999045, imax: 285, n: 349 computing farthest point 42, dmax: 2.5387983, imax: 164, n: 349 computing farthest point 43, dmax: 2.4905314, imax: 150, n: 349 computing farthest point 44, dmax: 2.4022367, imax: 271, n: 349 computing farthest point 45, dmax: 2.382287, imax: 276, n: 349 computing farthest point 46, dmax: 2.283505, imax: 137, n: 349 computing farthest point 47, dmax: 2.2703078, imax: 321, n: 349 computing farthest point 48, dmax: 2.2626777, imax: 51, n: 349 computing farthest point 49, dmax: 2.1849182, imax: 50, n: 349 computing farthest point 50, dmax: 2.1697237, imax: 15, n: 349 computing farthest point 51, dmax: 2.1442916, imax: 263, n: 349 computing farthest point 52, dmax: 2.1207936, imax: 89, n: 349 computing farthest point 53, dmax: 2.091034, imax: 133, n: 349 computing farthest point 54, dmax: 2.0633225, imax: 28, n: 349 computing farthest point 55, dmax: 2.0316987, imax: 86, n: 349 computing farthest point 56, dmax: 1.9958564, imax: 292, n: 349 computing farthest point 57, dmax: 1.9927964, imax: 120, n: 349 computing farthest point 58, dmax: 1.9648149, imax: 56, n: 349 computing farthest point 59, dmax: 1.9555783, imax: 191, n: 349 computing farthest point 60, dmax: 1.9429673, imax: 61, n: 349 computing farthest point 61, dmax: 1.8785087, imax: 291, n: 349 computing farthest point 62, dmax: 1.8745629, imax: 215, n: 349 (n, m, k, length(A.centers), length(C)) = (56830, 489, 62, 62, 62) [ Info: using 32 random queries from the dataset append_items! sp=60894, ep=60910, n=60910, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:12.723 append_items! sp=63359, ep=63375, n=63375, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:12.858 append_items! sp=65620, ep=65636, n=65636, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:12.986 append_items! sp=66487, ep=66503, n=66503, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.029 append_items! sp=67116, ep=67132, n=67132, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.065 append_items! sp=69292, ep=69308, n=69308, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.188 append_items! sp=69802, ep=69818, n=69818, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.216 append_items! sp=71604, ep=71620, n=71620, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.318 append_items! sp=72012, ep=72028, n=72028, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.341 append_items! sp=74732, ep=74748, n=74748, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.499 append_items! sp=75242, ep=75258, n=75258, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.528 append_items! sp=79764, ep=79780, n=79780, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.799 append_items! sp=82756, ep=82772, n=82772, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:13.985 append_items! sp=83912, ep=83928, n=83928, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 454 , 2025-06-02T13:16:14.056 computing farthest point 1, dmax: Inf, imax: 314, n: 429 computing farthest point 2, dmax: 40.259377, imax: 216, n: 429 computing farthest point 3, dmax: 22.795254, imax: 100, n: 429 computing farthest point 4, dmax: 19.032118, imax: 159, n: 429 computing farthest point 5, dmax: 15.679284, imax: 3, n: 429 computing farthest point 6, dmax: 13.555988, imax: 2, n: 429 computing farthest point 7, dmax: 12.251954, imax: 56, n: 429 computing farthest point 8, dmax: 10.740379, imax: 16, n: 429 computing farthest point 9, dmax: 9.761073, imax: 41, n: 429 computing farthest point 10, dmax: 9.622271, imax: 250, n: 429 computing farthest point 11, dmax: 9.355302, imax: 181, n: 429 computing farthest point 12, dmax: 8.677281, imax: 379, n: 429 computing farthest point 13, dmax: 8.58349, imax: 271, n: 429 computing farthest point 14, dmax: 6.8809505, imax: 415, n: 429 computing farthest point 15, dmax: 6.6849465, imax: 262, n: 429 computing farthest point 16, dmax: 6.599903, imax: 118, n: 429 computing farthest point 17, dmax: 5.9881864, imax: 108, n: 429 computing farthest point 18, dmax: 5.7503433, imax: 145, n: 429 computing farthest point 19, dmax: 5.0964136, imax: 306, n: 429 computing farthest point 20, dmax: 4.967592, imax: 70, n: 429 computing farthest point 21, dmax: 4.9452925, imax: 154, n: 429 computing farthest point 22, dmax: 4.7761, imax: 134, n: 429 computing farthest point 23, dmax: 4.700988, imax: 220, n: 429 computing farthest point 24, dmax: 4.6493115, imax: 353, n: 429 computing farthest point 25, dmax: 4.483154, imax: 346, n: 429 computing farthest point 26, dmax: 4.358192, imax: 38, n: 429 computing farthest point 27, dmax: 4.316721, imax: 326, n: 429 computing farthest point 28, dmax: 4.097598, imax: 403, n: 429 computing farthest point 29, dmax: 4.0292025, imax: 40, n: 429 computing farthest point 30, dmax: 3.7669919, imax: 292, n: 429 computing farthest point 31, dmax: 3.6530902, imax: 286, n: 429 computing farthest point 32, dmax: 3.5935893, imax: 313, n: 429 computing farthest point 33, dmax: 3.5298193, imax: 257, n: 429 computing farthest point 34, dmax: 3.4698188, imax: 75, n: 429 computing farthest point 35, dmax: 3.4270506, imax: 106, n: 429 computing farthest point 36, dmax: 3.4132674, imax: 241, n: 429 computing farthest point 37, dmax: 3.345415, imax: 424, n: 429 computing farthest point 38, dmax: 3.1518342, imax: 212, n: 429 computing farthest point 39, dmax: 3.0834973, imax: 239, n: 429 computing farthest point 40, dmax: 3.0076609, imax: 96, n: 429 computing farthest point 41, dmax: 2.993941, imax: 115, n: 429 computing farthest point 42, dmax: 2.7890296, imax: 8, n: 429 computing farthest point 43, dmax: 2.713113, imax: 149, n: 429 computing farthest point 44, dmax: 2.6435893, imax: 146, n: 429 computing farthest point 45, dmax: 2.6350312, imax: 245, n: 429 computing farthest point 46, dmax: 2.6055439, imax: 184, n: 429 computing farthest point 47, dmax: 2.4731758, imax: 119, n: 429 computing farthest point 48, dmax: 2.4611793, imax: 165, n: 429 computing farthest point 49, dmax: 2.4370747, imax: 315, n: 429 computing farthest point 50, dmax: 2.415475, imax: 1, n: 429 computing farthest point 51, dmax: 2.37185, imax: 125, n: 429 computing farthest point 52, dmax: 2.1979246, imax: 284, n: 429 computing farthest point 53, dmax: 2.1805894, imax: 170, n: 429 computing farthest point 54, dmax: 2.154852, imax: 50, n: 429 computing farthest point 55, dmax: 2.1285594, imax: 288, n: 429 computing farthest point 56, dmax: 2.0140164, imax: 359, n: 429 computing farthest point 57, dmax: 1.984121, imax: 331, n: 429 computing farthest point 58, dmax: 1.9645634, imax: 293, n: 429 computing farthest point 59, dmax: 1.964158, imax: 190, n: 429 computing farthest point 60, dmax: 1.9222324, imax: 255, n: 429 computing farthest point 61, dmax: 1.9146209, imax: 199, n: 429 computing farthest point 62, dmax: 1.8930594, imax: 426, n: 429 computing farthest point 63, dmax: 1.8901755, imax: 258, n: 429 computing farthest point 64, dmax: 1.8718935, imax: 72, n: 429 (n, m, k, length(A.centers), length(C)) = (85237, 512, 64, 64, 64) [ Info: using 32 random queries from the dataset append_items! sp=87329, ep=87345, n=87345, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 404 , 2025-06-02T13:16:14.319 append_items! sp=87601, ep=87617, n=87617, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 404 , 2025-06-02T13:16:14.338 append_items! sp=89284, ep=89300, n=89300, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 404 , 2025-06-02T13:16:14.450 append_items! sp=90831, ep=90847, n=90847, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 404 , 2025-06-02T13:16:14.547 append_items! sp=91528, ep=91544, n=91544, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 404 , 2025-06-02T13:16:14.595 append_items! sp=96713, ep=96729, n=96729, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 404 , 2025-06-02T13:16:15.027 append_items! sp=98311, ep=98327, n=98327, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 404 , 2025-06-02T13:16:15.138 append_items! sp=99042, ep=99058, n=99058, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 404 , 2025-06-02T13:16:15.188 [ Info: using 64 random queries from the dataset [ Info: buildtime: 13.591227389 sec, memory: 4.071929931640625MB, recall: 0.937, recall with AdjacentStoredHints: 0.937 [ Info: A> QpS: 82.99356989971545, QpS (already compiled): 28252.833476669373 [ Info: B> QpS: 40.25200996107313, QpS (already compiled): 26217.370843399713 [ Info: [1.0, 6.0, 8.0, 10.0, 14.0, 18.0, 22.0, 32.0, 63.0] ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.7256236f0 └ maxvisits: Int64 420 computing farthest point 1, dmax: Inf, imax: 95, n: 442 computing farthest point 2, dmax: 29.322304, imax: 35, n: 442 computing farthest point 3, dmax: 22.620289, imax: 97, n: 442 computing farthest point 4, dmax: 16.286278, imax: 438, n: 442 computing farthest point 5, dmax: 14.810716, imax: 331, n: 442 computing farthest point 6, dmax: 12.077819, imax: 185, n: 442 computing farthest point 7, dmax: 11.816083, imax: 257, n: 442 computing farthest point 8, dmax: 10.914991, imax: 136, n: 442 computing farthest point 9, dmax: 7.284759, imax: 158, n: 442 computing farthest point 10, dmax: 7.13375, imax: 317, n: 442 computing farthest point 11, dmax: 6.888256, imax: 55, n: 442 computing farthest point 12, dmax: 6.6875362, imax: 233, n: 442 computing farthest point 13, dmax: 6.1410346, imax: 370, n: 442 computing farthest point 14, dmax: 5.8369875, imax: 437, n: 442 computing farthest point 15, dmax: 5.8363485, imax: 258, n: 442 computing farthest point 16, dmax: 5.4247875, imax: 381, n: 442 computing farthest point 17, dmax: 5.358503, imax: 348, n: 442 computing farthest point 18, dmax: 5.1477084, imax: 36, n: 442 computing farthest point 19, dmax: 5.041701, imax: 93, n: 442 computing farthest point 20, dmax: 4.9570384, imax: 292, n: 442 computing farthest point 21, dmax: 4.691113, imax: 73, n: 442 computing farthest point 22, dmax: 4.3877506, imax: 289, n: 442 computing farthest point 23, dmax: 4.18487, imax: 187, n: 442 computing farthest point 24, dmax: 3.913496, imax: 151, n: 442 computing farthest point 25, dmax: 3.8235388, imax: 142, n: 442 computing farthest point 26, dmax: 3.7997377, imax: 69, n: 442 computing farthest point 27, dmax: 3.7031894, imax: 164, n: 442 computing farthest point 28, dmax: 3.6176984, imax: 265, n: 442 computing farthest point 29, dmax: 3.6071582, imax: 72, n: 442 computing farthest point 30, dmax: 3.5003529, imax: 338, n: 442 computing farthest point 31, dmax: 3.355174, imax: 154, n: 442 computing farthest point 32, dmax: 3.1003623, imax: 15, n: 442 computing farthest point 33, dmax: 3.0679345, imax: 123, n: 442 computing farthest point 34, dmax: 2.9196515, imax: 420, n: 442 computing farthest point 35, dmax: 2.7806578, imax: 396, n: 442 computing farthest point 36, dmax: 2.7473054, imax: 325, n: 442 computing farthest point 37, dmax: 2.685925, imax: 256, n: 442 computing farthest point 38, dmax: 2.6209548, imax: 263, n: 442 computing farthest point 39, dmax: 2.599111, imax: 252, n: 442 computing farthest point 40, dmax: 2.5730426, imax: 213, n: 442 computing farthest point 41, dmax: 2.5438504, imax: 102, n: 442 computing farthest point 42, dmax: 2.5289125, imax: 372, n: 442 computing farthest point 43, dmax: 2.4916265, imax: 359, n: 442 computing farthest point 44, dmax: 2.4859362, imax: 6, n: 442 computing farthest point 45, dmax: 2.4755304, imax: 29, n: 442 computing farthest point 46, dmax: 2.4401171, imax: 168, n: 442 computing farthest point 47, dmax: 2.3973336, imax: 181, n: 442 computing farthest point 48, dmax: 2.315016, imax: 374, n: 442 computing farthest point 49, dmax: 2.2883768, imax: 398, n: 442 computing farthest point 50, dmax: 2.267708, imax: 225, n: 442 computing farthest point 51, dmax: 2.2559521, imax: 178, n: 442 computing farthest point 52, dmax: 2.2476432, imax: 170, n: 442 computing farthest point 53, dmax: 2.232593, imax: 242, n: 442 computing farthest point 54, dmax: 2.1372845, imax: 209, n: 442 computing farthest point 55, dmax: 2.0679126, imax: 434, n: 442 computing farthest point 56, dmax: 2.035814, imax: 184, n: 442 computing farthest point 57, dmax: 2.0331755, imax: 139, n: 442 computing farthest point 58, dmax: 2.0269084, imax: 24, n: 442 computing farthest point 59, dmax: 2.0200753, imax: 412, n: 442 computing farthest point 60, dmax: 2.0042837, imax: 321, n: 442 computing farthest point 61, dmax: 1.9449743, imax: 90, n: 442 computing farthest point 62, dmax: 1.8831028, imax: 281, n: 442 computing farthest point 63, dmax: 1.8803897, imax: 226, n: 442 computing farthest point 64, dmax: 1.871935, imax: 52, n: 442 computing farthest point 65, dmax: 1.8481565, imax: 237, n: 442 (n, m, k, length(A.centers), length(C)) = (100000, 525, 65, 65, 58) [ Info: using 32 random queries from the dataset 0.003747 seconds (217 allocations: 11.641 KiB) [ Info: rebuild buildtime: 4.774954225 sec, memory: 4.1687164306640625MB, recall: 0.937 => 0.9710000000000001 [ Info: rebuild C> QpS (already compiled): 24103.697965238127 [ Info: [1.0, 9.0, 10.0, 11.0, 13.0, 14.0, 14.0, 16.0, 22.0] ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.7256236f0 └ maxvisits: Int64 420 Test Summary: | Pass Total Time vector indexing with SearchGraph | 225 225 3m30.9s Testing SimilaritySearch tests passed Testing completed after 413.02s PkgEval succeeded after 533.37s