Package evaluation of SimilaritySearch on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T16:23:58.362 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 4.78s ################################################################################ # Installation # Installing SimilaritySearch... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [053f045d] + SimilaritySearch v0.12.0 Updating `~/.julia/environments/v1.10/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 [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 v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [b77e0a4c] + InteractiveUtils [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [a63ad114] + Mmap [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 7.4s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 27.07s ################################################################################ # Testing # Testing SimilaritySearch Status `/tmp/jl_KshNo4/Project.toml` [4c88cf16] Aqua v0.8.13 [b4f34e82] Distances v0.10.12 ⌅ [c3a54625] JET v0.9.18 ⌅ [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 ⌅ [2913bbd2] StatsBase v0.33.21 [7792a7ef] StrideArraysCore v0.5.7 [ade2ca70] Dates [37e2e46d] LinearAlgebra [9a3f8284] Random [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [8dfed614] Test Status `/tmp/jl_KshNo4/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 v0.9.18 ⌅ [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 [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 v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [b77e0a4c] InteractiveUtils [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.4.0+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Test Summary: | Pass Total Time test database abstractions | 56 56 8.4s 0.000008 seconds [ Info: ("========================", (KnnResult, 10, 10), 10) res = KnnResult(IdWeight[IdWeight(0x00000301, 9.852648f-5), IdWeight(0x00000132, 0.0012788773f0), IdWeight(0x0000027c, 0.0051676035f0), IdWeight(0x0000035b, 0.00538826f0), IdWeight(0x000003c2, 0.005746722f0), IdWeight(0x00000324, 0.0058222413f0), IdWeight(0x000000d6, 0.007047713f0), IdWeight(0x000003b4, 0.0074421763f0), IdWeight(0x00000036, 0.0075458884f0), IdWeight(0x0000036d, 0.008576393f0)], 10) Vsorted = IdWeight[IdWeight(0x00000301, 9.852648f-5), IdWeight(0x00000132, 0.0012788773f0), IdWeight(0x0000027c, 0.0051676035f0), IdWeight(0x0000035b, 0.00538826f0), IdWeight(0x000003c2, 0.005746722f0), IdWeight(0x00000324, 0.0058222413f0), IdWeight(0x000000d6, 0.007047713f0), IdWeight(0x000003b4, 0.0074421763f0), IdWeight(0x00000036, 0.0075458884f0), IdWeight(0x0000036d, 0.008576393f0)] [ Info: ======================== starting ============= res = KnnResult(IdWeight[IdWeight(0x00000301, 9.852648f-5), IdWeight(0x00000132, 0.0012788773f0), IdWeight(0x0000027c, 0.0051676035f0), IdWeight(0x0000035b, 0.00538826f0), IdWeight(0x000003c2, 0.005746722f0), IdWeight(0x00000324, 0.0058222413f0), IdWeight(0x000000d6, 0.007047713f0), IdWeight(0x000003b4, 0.0074421763f0), IdWeight(0x00000036, 0.0075458884f0), IdWeight(0x0000036d, 0.008576393f0)], 10) 0.000003 seconds 0.000013 seconds (1 allocation: 368 bytes) Test Summary: | Pass Total Time shifted vector-based result set | 9 9 24.7s [ Info: (MatrixDatabase{Matrix{Float64}}, SubDatabase{MatrixDatabase{Matrix{Float64}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing vectors with ExhaustiveSearch | 808 808 12.7s [ Info: (VectorDatabase{Vector{Vector{Int64}}}, SubDatabase{VectorDatabase{Vector{Vector{Int64}}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing sequences with ExhaustiveSearch | 404 404 3.8s [ Info: (VectorDatabase{Vector{Vector{Int64}}}, SubDatabase{VectorDatabase{Vector{Vector{Int64}}}, Vector{Int64}}) Test Summary: | Pass Total Time indexing sets with ExhaustiveSearch | 303 303 3.4s Test Summary: | Pass Total Time Normalized Cosine and Normalized Angle distances | 202 202 2.6s Test Summary: | Pass Total Time Binary hamming distance | 101 101 1.3s Test Summary: | Pass Total Time AdjacencyList | 15 15 1.0s (G.len, G.len[], length(G)) = (Base.RefValue{Int64}(0), 0, 0) append_items! sp=60, ep=64, n=64, BeamSearch bsize: Int32 4 Δ: Float32 1.0f0 maxvisits: Int64 1000000 , 2025-06-06T16:26:05.487 [ Info: using 64 random queries from the dataset Test Summary: | Pass Total Time allknn | 10 10 6.8s X1[[1, n ÷ 4, n ÷ 2, round(Int, 0.75n), n]] = [3, 4, 4, 4, 5] Test Summary: |Time HSP | None 2.3s [ Info: neardup> starting: 1:100, current elements: 0, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:21.611 [ Info: neardup> finished current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:21.686 D.map = UInt32[0x00000001, 0x00000002, 0x00000004, 0x0000000b, 0x0000000c, 0x00000013, 0x00000015, 0x00000019, 0x0000002a, 0x0000004c, 0x0000004f] D.nn = Int32[1, 2, 1, 4, 4, 1, 1, 1, 1, 1, 11, 12, 4, 4, 1, 11, 11, 1, 19, 19, 21, 2, 11, 1, 25, 1, 11, 1, 19, 2, 11, 25, 11, 21, 12, 25, 11, 1, 1, 1, 11, 42, 42, 19, 42, 19, 12, 1, 42, 1, 42, 4, 21, 42, 1, 1, 19, 21, 42, 11, 1, 2, 21, 4, 21, 19, 42, 21, 4, 19, 2, 42, 25, 4, 25, 76, 76, 11, 79, 21, 4, 2, 21, 11, 25, 1, 25, 25, 42, 1, 11, 11, 42, 21, 79, 79, 25, 1, 2, 19] D.dist = Float32[0.0, 0.0, 0.02514577, 0.0, 0.08675957, 0.08363491, 0.045627117, 0.08467072, 0.02296853, 0.083642244, 0.0, 0.0, 0.028966725, 0.057761192, 0.040468574, 0.08226472, 0.066612005, 0.022691727, 0.0, 0.00072818995, 0.0, 0.045461535, 0.09640318, 0.0028496385, 0.0, 0.039963007, 0.037185848, 0.02856201, 0.06731528, 0.04560405, 0.07386738, 0.029372156, 0.03642875, 0.018221676, 0.04050696, 0.044023573, 0.061582208, 0.007867873, 0.053000867, 0.029314816, 0.0628531, 0.0, 0.02709943, 0.063292146, 0.028743625, 0.013357043, 0.075264454, 0.008808374, 0.05594957, 0.021842957, 0.045834124, 0.05976039, 0.02565682, 0.06462985, 0.02664727, 0.016931176, 0.02223736, 0.027354121, 0.032666504, 0.052714407, 0.02275765, 0.048546314, 0.008192718, 0.03021288, 0.0992288, 0.033190966, 0.062224567, 0.059697807, 0.053810596, 0.056363523, 0.07690811, 0.02558142, 0.047748983, 0.095282495, 0.07134926, 0.0, 0.019481122, 0.025263786, 0.0, 0.045194447, 0.009323478, 0.07115549, 0.015673697, 0.039525926, 0.031124234, 0.0274961, 0.023630679, 0.0496822, 0.04251474, 0.016335547, 0.025765777, 0.0263893, 0.042937934, 0.005009055, 0.041260958, 0.029023826, 0.025532186, 0.017210364, 0.009660661, 0.022953153] Test Summary: | Pass Total Time neardup single block | 3 3 8.6s [ Info: neardup> starting: 1:16, current elements: 0, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.348 [ Info: neardup> range: 17:32, current elements: 5, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.348 [ Info: neardup> range: 33:48, current elements: 9, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.348 [ Info: neardup> range: 49:64, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.348 [ Info: neardup> range: 65:80, current elements: 10, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.348 [ Info: neardup> range: 81:96, current elements: 12, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.348 [ Info: neardup> range: 97:100, current elements: 12, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.348 [ Info: neardup> finished current elements: 12, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.348 D.map = UInt32[0x00000001, 0x00000002, 0x00000004, 0x0000000b, 0x0000000c, 0x00000011, 0x00000013, 0x00000015, 0x00000019, 0x0000002a, 0x00000042, 0x0000004a] D.nn = Int32[1, 2, 1, 4, 4, 1, 1, 1, 1, 1, 11, 12, 4, 4, 1, 11, 17, 1, 19, 19, 21, 2, 11, 1, 25, 1, 11, 1, 19, 2, 11, 25, 11, 21, 12, 4, 17, 1, 1, 1, 17, 42, 1, 19, 2, 19, 12, 1, 42, 1, 42, 4, 21, 42, 1, 1, 19, 21, 42, 11, 1, 2, 21, 4, 21, 66, 42, 21, 4, 19, 17, 42, 25, 74, 25, 74, 42, 11, 17, 21, 4, 2, 21, 11, 25, 1, 25, 25, 42, 1, 11, 11, 42, 21, 17, 42, 25, 1, 2, 66] D.dist = Float32[0.0, 0.0, 0.02514577, 0.0, 0.08675957, 0.08363491, 0.045627117, 0.08467072, 0.02296853, 0.083642244, 0.0, 0.0, 0.028966725, 0.057761192, 0.040468574, 0.08226472, 0.0, 0.022691727, 0.0, 0.00072818995, 0.0, 0.045461535, 0.09640318, 0.0028496385, 0.0, 0.039963007, 0.037185848, 0.02856201, 0.06731528, 0.04560405, 0.07386738, 0.029372156, 0.03642875, 0.018221676, 0.04050696, 0.072280526, 0.0517323, 0.007867873, 0.053000867, 0.029314816, 0.001326263, 0.0, 0.06672585, 0.063292146, 0.08307999, 0.013357043, 0.075264454, 0.008808374, 0.05594957, 0.021842957, 0.045834124, 0.05976039, 0.02565682, 0.06462985, 0.02664727, 0.016931176, 0.02223736, 0.027354121, 0.032666504, 0.052714407, 0.02275765, 0.048546314, 0.008192718, 0.03021288, 0.0992288, 0.0, 0.062224567, 0.059697807, 0.053810596, 0.056363523, 0.06873262, 0.02558142, 0.047748983, 0.0, 0.07134926, 0.07570636, 0.079907835, 0.025263786, 0.036185145, 0.045194447, 0.009323478, 0.07115549, 0.015673697, 0.039525926, 0.031124234, 0.0274961, 0.023630679, 0.0496822, 0.04251474, 0.016335547, 0.025765777, 0.0263893, 0.042937934, 0.005009055, 0.027056873, 0.077531815, 0.025532186, 0.017210364, 0.009660661, 0.018570065] 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: 2025-06-06T16:26:22.434 [ Info: neardup> range: 17:32, current elements: 16, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.434 append_items! sp=17, ep=17, n=17, BeamSearch bsize: Int32 4 Δ: Float32 1.0f0 maxvisits: Int64 1000000 , 2025-06-06T16:26:22.434 [ Info: neardup> range: 33:48, current elements: 17, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.435 [ Info: neardup> range: 49:64, current elements: 17, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.435 [ Info: neardup> range: 65:80, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.435 [ Info: neardup> range: 81:96, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.435 [ Info: neardup> range: 97:100, current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.435 [ Info: neardup> finished current elements: 18, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:22.435 D.map = UInt32[0x00000001, 0x00000002, 0x00000003, 0x00000004, 0x00000005, 0x00000006, 0x00000007, 0x00000008, 0x00000009, 0x0000000a, 0x0000000b, 0x0000000c, 0x0000000d, 0x0000000e, 0x0000000f, 0x00000010, 0x00000015, 0x00000036] D.nn = Int32[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 11, 7, 10, 10, 21, 2, 16, 1, 8, 7, 11, 1, 10, 2, 8, 8, 11, 21, 11, 4, 16, 1, 9, 1, 11, 6, 6, 10, 9, 2, 8, 1, 9, 1, 3, 4, 21, 54, 3, 1, 10, 21, 3, 8, 1, 2, 21, 4, 10, 2, 3, 21, 13, 8, 16, 3, 4, 5, 4, 5, 16, 11, 16, 8, 4, 9, 21, 11, 8, 9, 8, 8, 54, 1, 11, 11, 15, 21, 16, 16, 8, 1, 2, 10] 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, 0.066612005, 0.017684579, 0.043818176, 0.049773097, 0.0, 0.045461535, 0.046540022, 0.0028496385, 0.018017054, 0.0013241172, 0.037185848, 0.02856201, 0.009414256, 0.04560405, 0.034596264, 0.037777543, 0.03642875, 0.018221676, 0.067515135, 0.072280526, 0.003964603, 0.007867873, 0.051404, 0.029314816, 0.0628531, 0.054032743, 0.02159071, 0.044077456, 0.05908513, 0.06348771, 0.06594217, 0.008808374, 0.013156533, 0.021842957, 0.024039447, 0.05976039, 0.02565682, 0.0, 0.012640595, 0.016931176, 0.03303945, 0.027354121, 0.044484854, 0.072051525, 0.02275765, 0.048546314, 0.008192718, 0.03021288, 0.040022492, 0.038550556, 0.042871594, 0.059697807, 0.009855568, 0.068216026, 0.0491395, 0.04029554, 0.059815764, 0.04554689, 0.09948814, 0.015091836, 0.015901864, 0.025263786, 0.03879267, 0.04135126, 0.009323478, 0.030952632, 0.015673697, 0.039525926, 0.0067352653, 0.0059268475, 0.0025844574, 0.039773405, 0.059836626, 0.016335547, 0.025765777, 0.0263893, 0.070466936, 0.005009055, 0.029688537, 0.01131773, 0.009133577, 0.017210364, 0.009660661, 0.06649554] 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: 2025-06-06T16:26:32.947 [ Info: neardup> range: 17:32, current elements: 5, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:32.948 [ Info: neardup> range: 33:48, current elements: 8, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:32.948 [ Info: neardup> range: 49:64, current elements: 9, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:32.948 [ Info: neardup> range: 65:80, current elements: 9, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:32.948 [ Info: neardup> range: 81:96, current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:32.948 [ Info: neardup> range: 97:100, current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:32.948 [ Info: neardup> finished current elements: 11, n: 100, ϵ: 0.1, timestamp: 2025-06-06T16:26:32.949 D.map = UInt32[0x00000001, 0x00000002, 0x00000004, 0x0000000b, 0x0000000c, 0x00000013, 0x00000015, 0x00000019, 0x0000002a, 0x0000004c, 0x0000004f] D.nn = Int32[1, 2, 1, 4, 4, 1, 1, 1, 1, 1, 11, 12, 4, 4, 1, 11, 11, 1, 19, 19, 21, 2, 11, 1, 25, 1, 11, 1, 19, 2, 11, 25, 11, 21, 12, 25, 11, 1, 1, 1, 11, 42, 1, 19, 2, 19, 12, 1, 42, 1, 42, 4, 21, 42, 1, 1, 19, 21, 42, 11, 1, 2, 21, 4, 21, 19, 42, 21, 4, 19, 2, 42, 25, 4, 25, 76, 42, 11, 79, 21, 4, 2, 21, 11, 25, 1, 25, 25, 42, 1, 11, 11, 42, 21, 79, 79, 25, 1, 2, 19] D.dist = Float32[0.0, 0.0, 0.02514577, 0.0, 0.08675957, 0.08363491, 0.045627117, 0.08467072, 0.02296853, 0.083642244, 0.0, 0.0, 0.028966725, 0.057761192, 0.040468574, 0.08226472, 0.066612005, 0.022691727, 0.0, 0.00072818995, 0.0, 0.045461535, 0.09640318, 0.0028496385, 0.0, 0.039963007, 0.037185848, 0.02856201, 0.06731528, 0.04560405, 0.07386738, 0.029372156, 0.03642875, 0.018221676, 0.04050696, 0.044023573, 0.061582208, 0.007867873, 0.053000867, 0.029314816, 0.0628531, 0.0, 0.06672585, 0.063292146, 0.08307999, 0.013357043, 0.075264454, 0.008808374, 0.05594957, 0.021842957, 0.045834124, 0.05976039, 0.02565682, 0.06462985, 0.02664727, 0.016931176, 0.02223736, 0.027354121, 0.032666504, 0.052714407, 0.02275765, 0.048546314, 0.008192718, 0.03021288, 0.0992288, 0.033190966, 0.062224567, 0.059697807, 0.053810596, 0.056363523, 0.07690811, 0.02558142, 0.047748983, 0.095282495, 0.07134926, 0.0, 0.079907835, 0.025263786, 0.0, 0.045194447, 0.009323478, 0.07115549, 0.015673697, 0.039525926, 0.031124234, 0.0274961, 0.023630679, 0.0496822, 0.04251474, 0.016335547, 0.025765777, 0.0263893, 0.042937934, 0.005009055, 0.041260958, 0.029023826, 0.025532186, 0.017210364, 0.009660661, 0.022953153] Test Summary: | Pass Total Time neardup small block with filterblocks=false | 3 3 10.5s computing farthest point 1, dmax: Inf, imax: 30, n: 30 computing farthest point 2, dmax: 1.1659155, imax: 20, n: 30 computing farthest point 3, dmax: 1.1197581, imax: 12, n: 30 computing farthest point 4, dmax: 0.9555886, imax: 23, n: 30 computing farthest point 5, dmax: 0.9141883, imax: 25, n: 30 computing farthest point 6, dmax: 0.78675485, imax: 24, n: 30 computing farthest point 7, dmax: 0.70431817, imax: 14, n: 30 computing farthest point 8, dmax: 0.6494595, imax: 2, n: 30 computing farthest point 9, dmax: 0.61289775, imax: 21, n: 30 computing farthest point 10, dmax: 0.55143636, imax: 10, n: 30 Test Summary: | Pass Total Time farthest first traversal | 3 3 1.0s append_items! sp=25, ep=29, n=29, BeamSearch bsize: Int32 4 Δ: Float32 1.0f0 maxvisits: Int64 1000000 , 2025-06-06T16:26:38.237 computing farthest point 1, dmax: Inf, imax: 93, n: 116 computing farthest point 2, dmax: 0.93233967, imax: 9, n: 116 computing farthest point 3, dmax: 0.25828117, imax: 33, n: 116 computing farthest point 4, dmax: 0.0704751, imax: 99, n: 116 computing farthest point 5, dmax: 0.058870018, imax: 39, n: 116 computing farthest point 6, dmax: 0.018151462, imax: 18, n: 116 computing farthest point 7, dmax: 0.01806271, imax: 26, n: 116 computing farthest point 8, dmax: 0.01750791, imax: 86, n: 116 computing farthest point 9, dmax: 0.01363796, imax: 42, n: 116 computing farthest point 10, dmax: 0.0048716664, imax: 72, n: 116 computing farthest point 11, dmax: 0.004396498, imax: 110, n: 116 computing farthest point 12, dmax: 0.0043417215, imax: 88, n: 116 computing farthest point 13, dmax: 0.004327059, imax: 60, n: 116 computing farthest point 14, dmax: 0.0039479136, imax: 64, n: 116 computing farthest point 15, dmax: 0.0033181906, imax: 111, n: 116 computing farthest point 16, dmax: 0.0031673908, imax: 55, n: 116 computing farthest point 17, dmax: 0.0030543208, imax: 1, n: 116 computing farthest point 18, dmax: 0.0014579296, imax: 50, n: 116 computing farthest point 19, dmax: 0.0012105703, imax: 19, n: 116 computing farthest point 20, dmax: 0.0011666417, imax: 105, n: 116 computing farthest point 21, dmax: 0.0010998249, imax: 11, n: 116 computing farthest point 22, dmax: 0.0009689927, imax: 85, n: 116 computing farthest point 23, dmax: 0.00095140934, imax: 79, n: 116 computing farthest point 24, dmax: 0.0009456873, imax: 113, n: 116 computing farthest point 25, dmax: 0.0009432435, imax: 94, n: 116 computing farthest point 26, dmax: 0.0009250641, imax: 4, n: 116 computing farthest point 27, dmax: 0.0008147955, imax: 15, n: 116 computing farthest point 28, dmax: 0.000795424, imax: 47, n: 116 computing farthest point 29, dmax: 0.00077962875, imax: 98, n: 116 computing farthest point 30, dmax: 0.00075888634, imax: 13, n: 116 computing farthest point 31, dmax: 0.0007482767, imax: 31, n: 116 computing farthest point 32, dmax: 0.00069230795, imax: 71, n: 116 computing farthest point 33, dmax: 0.00044423342, imax: 103, n: 116 (n, m, k, length(A.centers), length(C)) = (294, 190, 33, 33, 31) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 6, n: 138 computing farthest point 2, dmax: 0.9690258, imax: 8, n: 138 computing farthest point 3, dmax: 0.28067052, imax: 14, n: 138 computing farthest point 4, dmax: 0.072145045, imax: 137, n: 138 computing farthest point 5, dmax: 0.06966907, imax: 88, n: 138 computing farthest point 6, dmax: 0.017642617, imax: 113, n: 138 computing farthest point 7, dmax: 0.017615914, imax: 55, n: 138 computing farthest point 8, dmax: 0.016788065, imax: 130, n: 138 computing farthest point 9, dmax: 0.016564667, imax: 66, n: 138 computing farthest point 10, dmax: 0.004534483, imax: 127, n: 138 computing farthest point 11, dmax: 0.0043740273, imax: 13, n: 138 computing farthest point 12, dmax: 0.004273236, imax: 64, n: 138 computing farthest point 13, dmax: 0.0041298866, imax: 125, n: 138 computing farthest point 14, dmax: 0.004063189, imax: 32, n: 138 computing farthest point 15, dmax: 0.0035830736, imax: 97, n: 138 computing farthest point 16, dmax: 0.003391862, imax: 69, n: 138 computing farthest point 17, dmax: 0.0032495856, imax: 76, n: 138 computing farthest point 18, dmax: 0.0016750097, imax: 38, n: 138 computing farthest point 19, dmax: 0.0014420152, imax: 30, n: 138 computing farthest point 20, dmax: 0.0014101863, imax: 110, n: 138 computing farthest point 21, dmax: 0.0011202097, imax: 22, n: 138 computing farthest point 22, dmax: 0.0010953546, imax: 102, n: 138 computing farthest point 23, dmax: 0.0010592937, imax: 5, n: 138 computing farthest point 24, dmax: 0.0010522008, imax: 31, n: 138 computing farthest point 25, dmax: 0.0010199547, imax: 60, n: 138 computing farthest point 26, dmax: 0.0010067225, imax: 81, n: 138 computing farthest point 27, dmax: 0.0009560585, imax: 2, n: 138 computing farthest point 28, dmax: 0.0008890629, imax: 16, n: 138 computing farthest point 29, dmax: 0.000666976, imax: 28, n: 138 computing farthest point 30, dmax: 0.0006453395, imax: 84, n: 138 computing farthest point 31, dmax: 0.0005698204, imax: 138, n: 138 computing farthest point 32, dmax: 0.00041091442, imax: 27, n: 138 computing farthest point 33, dmax: 0.0004003048, imax: 41, n: 138 computing farthest point 34, dmax: 0.00035643578, imax: 40, n: 138 computing farthest point 35, dmax: 0.00032520294, imax: 59, n: 138 (n, m, k, length(A.centers), length(C)) = (439, 208, 35, 35, 31) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 160, n: 166 computing farthest point 2, dmax: 0.50229937, imax: 143, n: 166 computing farthest point 3, dmax: 0.1312347, imax: 125, n: 166 computing farthest point 4, dmax: 0.11143875, imax: 82, n: 166 computing farthest point 5, dmax: 0.03502679, imax: 91, n: 166 computing farthest point 6, dmax: 0.033156097, imax: 83, n: 166 computing farthest point 7, dmax: 0.0277794, imax: 134, n: 166 computing farthest point 8, dmax: 0.008413553, imax: 53, n: 166 computing farthest point 9, dmax: 0.00831753, imax: 115, n: 166 computing farthest point 10, dmax: 0.00746572, imax: 99, n: 166 computing farthest point 11, dmax: 0.006946206, imax: 95, n: 166 computing farthest point 12, dmax: 0.006891072, imax: 133, n: 166 computing farthest point 13, dmax: 0.005642414, imax: 66, n: 166 computing farthest point 14, dmax: 0.0031232834, imax: 29, n: 166 computing farthest point 15, dmax: 0.0022833943, imax: 31, n: 166 computing farthest point 16, dmax: 0.0022412539, imax: 128, n: 166 computing farthest point 17, dmax: 0.0019872785, imax: 77, n: 166 computing farthest point 18, dmax: 0.0019221306, imax: 24, n: 166 computing farthest point 19, dmax: 0.0017725229, imax: 94, n: 166 computing farthest point 20, dmax: 0.0016730428, imax: 42, n: 166 computing farthest point 21, dmax: 0.001546979, imax: 142, n: 166 computing farthest point 22, dmax: 0.0015214086, imax: 57, n: 166 computing farthest point 23, dmax: 0.0014110208, imax: 78, n: 166 computing farthest point 24, dmax: 0.0013952851, imax: 35, n: 166 computing farthest point 25, dmax: 0.001301229, imax: 96, n: 166 computing farthest point 26, dmax: 0.00080889463, imax: 146, n: 166 computing farthest point 27, dmax: 0.00062948465, imax: 7, n: 166 computing farthest point 28, dmax: 0.0005763173, imax: 113, n: 166 computing farthest point 29, dmax: 0.0005547404, imax: 97, n: 166 computing farthest point 30, dmax: 0.00050860643, imax: 98, n: 166 computing farthest point 31, dmax: 0.0005041957, imax: 140, n: 166 computing farthest point 32, dmax: 0.00047183037, imax: 52, n: 166 computing farthest point 33, dmax: 0.0004531741, imax: 62, n: 166 computing farthest point 34, dmax: 0.0004376769, imax: 86, n: 166 computing farthest point 35, dmax: 0.00042432547, imax: 159, n: 166 computing farthest point 36, dmax: 0.00041764975, imax: 3, n: 166 computing farthest point 37, dmax: 0.00041526556, imax: 64, n: 166 (n, m, k, length(A.centers), length(C)) = (659, 226, 37, 37, 33) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 61, n: 161 computing farthest point 2, dmax: 0.33228612, imax: 155, n: 161 computing farthest point 3, dmax: 0.23862171, imax: 139, n: 161 computing farthest point 4, dmax: 0.08474392, imax: 70, n: 161 computing farthest point 5, dmax: 0.061261237, imax: 76, n: 161 computing farthest point 6, dmax: 0.0224936, imax: 35, n: 161 computing farthest point 7, dmax: 0.02107501, imax: 24, n: 161 computing farthest point 8, dmax: 0.015174925, imax: 130, n: 161 computing farthest point 9, dmax: 0.014991403, imax: 43, n: 161 computing farthest point 10, dmax: 0.0056277514, imax: 11, n: 161 computing farthest point 11, dmax: 0.0053274035, imax: 101, n: 161 computing farthest point 12, dmax: 0.005282223, imax: 112, n: 161 computing farthest point 13, dmax: 0.004951358, imax: 51, n: 161 computing farthest point 14, dmax: 0.0037997365, imax: 105, n: 161 computing farthest point 15, dmax: 0.0037937164, imax: 7, n: 161 computing farthest point 16, dmax: 0.003737986, imax: 154, n: 161 computing farthest point 17, dmax: 0.0026765466, imax: 36, n: 161 computing farthest point 18, dmax: 0.0013229847, imax: 146, n: 161 computing farthest point 19, dmax: 0.0012297034, imax: 83, n: 161 computing farthest point 20, dmax: 0.0012179613, imax: 59, n: 161 computing farthest point 21, dmax: 0.0011919737, imax: 116, n: 161 computing farthest point 22, dmax: 0.0011574626, imax: 133, n: 161 computing farthest point 23, dmax: 0.0011233091, imax: 131, n: 161 computing farthest point 24, dmax: 0.001062572, imax: 99, n: 161 computing farthest point 25, dmax: 0.0010168552, imax: 62, n: 161 computing farthest point 26, dmax: 0.00091183186, imax: 90, n: 161 computing farthest point 27, dmax: 0.0008767843, imax: 49, n: 161 computing farthest point 28, dmax: 0.0008639693, imax: 123, n: 161 computing farthest point 29, dmax: 0.0007520318, imax: 147, n: 161 computing farthest point 30, dmax: 0.00073856115, imax: 10, n: 161 computing farthest point 31, dmax: 0.000706017, imax: 27, n: 161 computing farthest point 32, dmax: 0.0005182028, imax: 85, n: 161 computing farthest point 33, dmax: 0.0004786849, imax: 66, n: 161 computing farthest point 34, dmax: 0.0003979802, imax: 93, n: 161 computing farthest point 35, dmax: 0.0003721118, imax: 18, n: 161 computing farthest point 36, dmax: 0.00035226345, imax: 65, n: 161 computing farthest point 37, dmax: 0.00035095215, imax: 158, n: 161 computing farthest point 38, dmax: 0.00032830238, imax: 72, n: 161 computing farthest point 39, dmax: 0.00030946732, imax: 42, n: 161 (n, m, k, length(A.centers), length(C)) = (989, 244, 39, 39, 35) [ Info: using 32 random queries from the dataset (i, j, d) = (2, 986, -1.1920929f-7) (i, j, d, :parallel) = (2, 986, -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 => 4.903518396, :exact => 0.106501831) Test Summary: | Pass Total Time closestpair | 5 5 5.6s computing farthest point 1, dmax: Inf, imax: 111, n: 112 computing farthest point 2, dmax: 2.5442631, imax: 29, n: 112 computing farthest point 3, dmax: 2.179445, imax: 9, n: 112 computing farthest point 4, dmax: 1.59531, imax: 80, n: 112 computing farthest point 5, dmax: 1.5407196, imax: 3, n: 112 computing farthest point 6, dmax: 1.4913493, imax: 70, n: 112 computing farthest point 7, dmax: 1.4317698, imax: 46, n: 112 computing farthest point 8, dmax: 1.392473, imax: 23, n: 112 computing farthest point 9, dmax: 1.331586, imax: 98, n: 112 computing farthest point 10, dmax: 1.1852124, imax: 19, n: 112 computing farthest point 11, dmax: 1.0923413, imax: 69, n: 112 computing farthest point 12, dmax: 1.0603353, imax: 81, n: 112 computing farthest point 13, dmax: 1.0219413, imax: 11, n: 112 computing farthest point 14, dmax: 1.0185719, imax: 71, n: 112 computing farthest point 15, dmax: 0.97722363, imax: 106, n: 112 computing farthest point 16, dmax: 0.89853865, imax: 13, n: 112 computing farthest point 17, dmax: 0.87193406, imax: 60, n: 112 computing farthest point 18, dmax: 0.8538101, imax: 52, n: 112 computing farthest point 19, dmax: 0.8237004, imax: 2, n: 112 computing farthest point 20, dmax: 0.81288767, imax: 86, n: 112 computing farthest point 21, dmax: 0.8112298, imax: 35, n: 112 computing farthest point 22, dmax: 0.801048, imax: 21, n: 112 computing farthest point 23, dmax: 0.7879544, imax: 40, n: 112 computing farthest point 24, dmax: 0.71657324, imax: 91, n: 112 computing farthest point 25, dmax: 0.7119289, imax: 26, n: 112 computing farthest point 26, dmax: 0.6841415, imax: 50, n: 112 computing farthest point 27, dmax: 0.6544311, imax: 14, n: 112 computing farthest point 28, dmax: 0.65354484, imax: 65, n: 112 computing farthest point 29, dmax: 0.6460792, imax: 18, n: 112 computing farthest point 30, dmax: 0.6363401, imax: 15, n: 112 computing farthest point 31, dmax: 0.6306728, imax: 107, n: 112 computing farthest point 32, dmax: 0.5944577, imax: 27, n: 112 computing farthest point 33, dmax: 0.5924266, imax: 110, n: 112 (n, m, k, length(A.centers), length(C)) = (296, 190, 33, 33, 33) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 41, n: 125 computing farthest point 2, dmax: 3.438448, imax: 3, n: 125 computing farthest point 3, dmax: 1.882658, imax: 1, n: 125 computing farthest point 4, dmax: 1.6177156, imax: 20, n: 125 computing farthest point 5, dmax: 1.5983028, imax: 13, n: 125 computing farthest point 6, dmax: 1.5357335, imax: 27, n: 125 computing farthest point 7, dmax: 1.3402051, imax: 22, n: 125 computing farthest point 8, dmax: 1.3025682, imax: 10, n: 125 computing farthest point 9, dmax: 1.2878419, imax: 110, n: 125 computing farthest point 10, dmax: 1.2111528, imax: 76, n: 125 computing farthest point 11, dmax: 1.1727316, imax: 71, n: 125 computing farthest point 12, dmax: 1.1153853, imax: 17, n: 125 computing farthest point 13, dmax: 1.1150452, imax: 81, n: 125 computing farthest point 14, dmax: 1.0351683, imax: 63, n: 125 computing farthest point 15, dmax: 0.9864297, imax: 59, n: 125 computing farthest point 16, dmax: 0.9569167, imax: 8, n: 125 computing farthest point 17, dmax: 0.9390018, imax: 80, n: 125 computing farthest point 18, dmax: 0.891566, imax: 68, n: 125 computing farthest point 19, dmax: 0.81888264, imax: 95, n: 125 computing farthest point 20, dmax: 0.7852606, imax: 98, n: 125 computing farthest point 21, dmax: 0.7844757, imax: 116, n: 125 computing farthest point 22, dmax: 0.7424374, imax: 115, n: 125 computing farthest point 23, dmax: 0.7330359, imax: 100, n: 125 computing farthest point 24, dmax: 0.70255476, imax: 19, n: 125 computing farthest point 25, dmax: 0.6905608, imax: 60, n: 125 computing farthest point 26, dmax: 0.6836849, imax: 23, n: 125 computing farthest point 27, dmax: 0.6835672, imax: 75, n: 125 computing farthest point 28, dmax: 0.66143876, imax: 67, n: 125 computing farthest point 29, dmax: 0.64391416, imax: 96, n: 125 computing farthest point 30, dmax: 0.639971, imax: 38, n: 125 computing farthest point 31, dmax: 0.6292809, imax: 78, n: 125 computing farthest point 32, dmax: 0.62867534, imax: 69, n: 125 computing farthest point 33, dmax: 0.6274427, imax: 28, n: 125 computing farthest point 34, dmax: 0.6237271, imax: 121, n: 125 computing farthest point 35, dmax: 0.5975388, imax: 111, n: 125 (n, m, k, length(A.centers), length(C)) = (440, 208, 35, 35, 31) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 131, n: 170 computing farthest point 2, dmax: 2.4171312, imax: 60, n: 170 computing farthest point 3, dmax: 2.186586, imax: 165, n: 170 computing farthest point 4, dmax: 1.6202116, imax: 74, n: 170 computing farthest point 5, dmax: 1.5538793, imax: 113, n: 170 computing farthest point 6, dmax: 1.4455093, imax: 48, n: 170 computing farthest point 7, dmax: 1.3723983, imax: 3, n: 170 computing farthest point 8, dmax: 1.2945311, imax: 157, n: 170 computing farthest point 9, dmax: 1.2821643, imax: 121, n: 170 computing farthest point 10, dmax: 1.2494311, imax: 105, n: 170 computing farthest point 11, dmax: 1.1803457, imax: 13, n: 170 computing farthest point 12, dmax: 1.1224678, imax: 26, n: 170 computing farthest point 13, dmax: 1.0908242, imax: 132, n: 170 computing farthest point 14, dmax: 1.0878894, imax: 59, n: 170 computing farthest point 15, dmax: 1.0733734, imax: 69, n: 170 computing farthest point 16, dmax: 1.0663428, imax: 163, n: 170 computing farthest point 17, dmax: 0.99444586, imax: 11, n: 170 computing farthest point 18, dmax: 0.9856564, imax: 160, n: 170 computing farthest point 19, dmax: 0.9271891, imax: 12, n: 170 computing farthest point 20, dmax: 0.88764125, imax: 90, n: 170 computing farthest point 21, dmax: 0.85166705, imax: 70, n: 170 computing farthest point 22, dmax: 0.85006094, imax: 21, n: 170 computing farthest point 23, dmax: 0.82879764, imax: 4, n: 170 computing farthest point 24, dmax: 0.7852794, imax: 130, n: 170 computing farthest point 25, dmax: 0.77032965, imax: 19, n: 170 computing farthest point 26, dmax: 0.76999587, imax: 23, n: 170 computing farthest point 27, dmax: 0.7636224, imax: 40, n: 170 computing farthest point 28, dmax: 0.7372279, imax: 112, n: 170 computing farthest point 29, dmax: 0.6835572, imax: 30, n: 170 computing farthest point 30, dmax: 0.67437494, imax: 34, n: 170 computing farthest point 31, dmax: 0.668361, imax: 116, n: 170 computing farthest point 32, dmax: 0.6603003, imax: 36, n: 170 computing farthest point 33, dmax: 0.654579, imax: 42, n: 170 computing farthest point 34, dmax: 0.6524537, imax: 109, n: 170 computing farthest point 35, dmax: 0.65083474, imax: 31, n: 170 computing farthest point 36, dmax: 0.64986247, imax: 73, n: 170 computing farthest point 37, dmax: 0.647028, imax: 5, n: 170 computing farthest point 38, dmax: 0.6405193, imax: 18, n: 170 computing farthest point 39, dmax: 0.627727, imax: 1, n: 170 (n, m, k, length(A.centers), length(C)) = (989, 244, 39, 39, 38) [ Info: using 32 random queries from the dataset append_items! sp=1386, ep=1394, n=1394, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 324 , 2025-06-06T16:26:56.597 computing farthest point 1, dmax: Inf, imax: 81, n: 192 computing farthest point 2, dmax: 2.650017, imax: 125, n: 192 computing farthest point 3, dmax: 1.9593375, imax: 166, n: 192 computing farthest point 4, dmax: 1.8978513, imax: 14, n: 192 computing farthest point 5, dmax: 1.7375144, imax: 168, n: 192 computing farthest point 6, dmax: 1.620196, imax: 8, n: 192 computing farthest point 7, dmax: 1.5147048, imax: 58, n: 192 computing farthest point 8, dmax: 1.470748, imax: 94, n: 192 computing farthest point 9, dmax: 1.36167, imax: 160, n: 192 computing farthest point 10, dmax: 1.174685, imax: 28, n: 192 computing farthest point 11, dmax: 1.138172, imax: 53, n: 192 computing farthest point 12, dmax: 1.1262571, imax: 64, n: 192 computing farthest point 13, dmax: 1.1147044, imax: 24, n: 192 computing farthest point 14, dmax: 1.0429723, imax: 69, n: 192 computing farthest point 15, dmax: 0.9820184, imax: 19, n: 192 computing farthest point 16, dmax: 0.89976275, imax: 54, n: 192 computing farthest point 17, dmax: 0.8995701, imax: 82, n: 192 computing farthest point 18, dmax: 0.8925003, imax: 52, n: 192 computing farthest point 19, dmax: 0.8821071, imax: 39, n: 192 computing farthest point 20, dmax: 0.8575618, imax: 103, n: 192 computing farthest point 21, dmax: 0.85702944, imax: 181, n: 192 computing farthest point 22, dmax: 0.83991796, imax: 30, n: 192 computing farthest point 23, dmax: 0.83841914, imax: 97, n: 192 computing farthest point 24, dmax: 0.8366677, imax: 43, n: 192 computing farthest point 25, dmax: 0.8053943, imax: 5, n: 192 computing farthest point 26, dmax: 0.76115423, imax: 136, n: 192 computing farthest point 27, dmax: 0.75463825, imax: 134, n: 192 computing farthest point 28, dmax: 0.7530543, imax: 116, n: 192 computing farthest point 29, dmax: 0.74373627, imax: 132, n: 192 computing farthest point 30, dmax: 0.7310629, imax: 25, n: 192 computing farthest point 31, dmax: 0.7185461, imax: 179, n: 192 computing farthest point 32, dmax: 0.70131123, imax: 104, n: 192 computing farthest point 33, dmax: 0.68005615, imax: 23, n: 192 computing farthest point 34, dmax: 0.66717976, imax: 142, n: 192 computing farthest point 35, dmax: 0.66349876, imax: 26, n: 192 computing farthest point 36, dmax: 0.65185976, imax: 87, n: 192 computing farthest point 37, dmax: 0.6318239, imax: 17, n: 192 computing farthest point 38, dmax: 0.6273464, imax: 33, n: 192 computing farthest point 39, dmax: 0.62006575, imax: 7, n: 192 computing farthest point 40, dmax: 0.60505784, imax: 44, n: 192 computing farthest point 41, dmax: 0.6042743, imax: 6, n: 192 computing farthest point 42, dmax: 0.6035436, imax: 157, n: 192 (n, m, k, length(A.centers), length(C)) = (1484, 273, 42, 42, 40) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 130, n: 210 computing farthest point 2, dmax: 2.304964, imax: 110, n: 210 computing farthest point 3, dmax: 1.6415447, imax: 8, n: 210 computing farthest point 4, dmax: 1.3727298, imax: 146, n: 210 computing farthest point 5, dmax: 1.3568382, imax: 162, n: 210 computing farthest point 6, dmax: 1.3391176, imax: 49, n: 210 computing farthest point 7, dmax: 1.3299388, imax: 53, n: 210 computing farthest point 8, dmax: 1.2874144, imax: 150, n: 210 computing farthest point 9, dmax: 1.2507746, imax: 19, n: 210 computing farthest point 10, dmax: 1.2053599, imax: 14, n: 210 computing farthest point 11, dmax: 1.1853223, imax: 46, n: 210 computing farthest point 12, dmax: 1.1515623, imax: 36, n: 210 computing farthest point 13, dmax: 1.1473922, imax: 103, n: 210 computing farthest point 14, dmax: 1.0317858, imax: 47, n: 210 computing farthest point 15, dmax: 0.9913514, imax: 40, n: 210 computing farthest point 16, dmax: 0.9353146, imax: 111, n: 210 computing farthest point 17, dmax: 0.920841, imax: 136, n: 210 computing farthest point 18, dmax: 0.91583365, imax: 101, n: 210 computing farthest point 19, dmax: 0.88574755, imax: 185, n: 210 computing farthest point 20, dmax: 0.87825984, imax: 95, n: 210 computing farthest point 21, dmax: 0.8761052, imax: 193, n: 210 computing farthest point 22, dmax: 0.85178334, imax: 63, n: 210 computing farthest point 23, dmax: 0.8365969, imax: 66, n: 210 computing farthest point 24, dmax: 0.8209396, imax: 152, n: 210 computing farthest point 25, dmax: 0.8181038, imax: 4, n: 210 computing farthest point 26, dmax: 0.76784444, imax: 18, n: 210 computing farthest point 27, dmax: 0.72889346, imax: 159, n: 210 computing farthest point 28, dmax: 0.7227214, imax: 126, n: 210 computing farthest point 29, dmax: 0.7227054, imax: 64, n: 210 computing farthest point 30, dmax: 0.71684223, imax: 144, n: 210 computing farthest point 31, dmax: 0.714387, imax: 6, n: 210 computing farthest point 32, dmax: 0.7086386, imax: 151, n: 210 computing farthest point 33, dmax: 0.68955564, imax: 62, n: 210 computing farthest point 34, dmax: 0.67877334, imax: 1, n: 210 computing farthest point 35, dmax: 0.65865254, imax: 168, n: 210 computing farthest point 36, dmax: 0.65518546, imax: 68, n: 210 computing farthest point 37, dmax: 0.6344549, imax: 203, n: 210 computing farthest point 38, dmax: 0.6309338, imax: 128, n: 210 computing farthest point 39, dmax: 0.6284362, imax: 27, n: 210 computing farthest point 40, dmax: 0.62546456, imax: 21, n: 210 computing farthest point 41, dmax: 0.60752714, imax: 148, n: 210 computing farthest point 42, dmax: 0.60163945, imax: 44, n: 210 computing farthest point 43, dmax: 0.5819047, imax: 107, n: 210 computing farthest point 44, dmax: 0.5779456, imax: 33, n: 210 (n, m, k, length(A.centers), length(C)) = (2222, 292, 44, 44, 43) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 104, n: 244 computing farthest point 2, dmax: 3.2221227, imax: 10, n: 244 computing farthest point 3, dmax: 2.0632179, imax: 193, n: 244 computing farthest point 4, dmax: 1.6521847, imax: 224, n: 244 computing farthest point 5, dmax: 1.5645845, imax: 205, n: 244 computing farthest point 6, dmax: 1.4036304, imax: 201, n: 244 computing farthest point 7, dmax: 1.3760837, imax: 222, n: 244 computing farthest point 8, dmax: 1.3511583, imax: 78, n: 244 computing farthest point 9, dmax: 1.3504608, imax: 157, n: 244 computing farthest point 10, dmax: 1.3213308, imax: 206, n: 244 computing farthest point 11, dmax: 1.2356253, imax: 34, n: 244 computing farthest point 12, dmax: 1.2115068, imax: 124, n: 244 computing farthest point 13, dmax: 1.1378831, imax: 50, n: 244 computing farthest point 14, dmax: 1.1158338, imax: 139, n: 244 computing farthest point 15, dmax: 1.057141, imax: 18, n: 244 computing farthest point 16, dmax: 1.0370767, imax: 131, n: 244 computing farthest point 17, dmax: 0.9640446, imax: 24, n: 244 computing farthest point 18, dmax: 0.955899, imax: 98, n: 244 computing farthest point 19, dmax: 0.9247987, imax: 179, n: 244 computing farthest point 20, dmax: 0.8575243, imax: 180, n: 244 computing farthest point 21, dmax: 0.834866, imax: 61, n: 244 computing farthest point 22, dmax: 0.8330887, imax: 127, n: 244 computing farthest point 23, dmax: 0.83277094, imax: 35, n: 244 computing farthest point 24, dmax: 0.8321439, imax: 76, n: 244 computing farthest point 25, dmax: 0.8224667, imax: 101, n: 244 computing farthest point 26, dmax: 0.8187896, imax: 191, n: 244 computing farthest point 27, dmax: 0.7449498, imax: 187, n: 244 computing farthest point 28, dmax: 0.73241454, imax: 228, n: 244 computing farthest point 29, dmax: 0.7192113, imax: 151, n: 244 computing farthest point 30, dmax: 0.71789426, imax: 21, n: 244 computing farthest point 31, dmax: 0.6868625, imax: 39, n: 244 computing farthest point 32, dmax: 0.66790825, imax: 149, n: 244 computing farthest point 33, dmax: 0.66151834, imax: 134, n: 244 computing farthest point 34, dmax: 0.65831393, imax: 6, n: 244 computing farthest point 35, dmax: 0.65622866, imax: 239, n: 244 computing farthest point 36, dmax: 0.65547574, imax: 13, n: 244 computing farthest point 37, dmax: 0.6429676, imax: 158, n: 244 computing farthest point 38, dmax: 0.64041126, imax: 47, n: 244 computing farthest point 39, dmax: 0.6333348, imax: 156, n: 244 computing farthest point 40, dmax: 0.6321957, imax: 86, n: 244 computing farthest point 41, dmax: 0.60339254, imax: 95, n: 244 computing farthest point 42, dmax: 0.5908583, imax: 25, n: 244 computing farthest point 43, dmax: 0.58578074, imax: 121, n: 244 computing farthest point 44, dmax: 0.58189, imax: 66, n: 244 computing farthest point 45, dmax: 0.58028907, imax: 51, n: 244 computing farthest point 46, dmax: 0.5784258, imax: 154, n: 244 (n, m, k, length(A.centers), length(C)) = (3329, 312, 46, 46, 41) [ Info: using 32 random queries from the dataset append_items! sp=4131, ep=4139, n=4139, BeamSearch bsize: Int32 18 Δ: Float32 0.9f0 maxvisits: Int64 604 , 2025-06-06T16:26:56.709 append_items! sp=4248, ep=4256, n=4256, BeamSearch bsize: Int32 18 Δ: Float32 0.9f0 maxvisits: Int64 604 , 2025-06-06T16:26:56.712 computing farthest point 1, dmax: Inf, imax: 182, n: 232 computing farthest point 2, dmax: 2.277391, imax: 131, n: 232 computing farthest point 3, dmax: 1.979159, imax: 120, n: 232 computing farthest point 4, dmax: 1.8353577, imax: 22, n: 232 computing farthest point 5, dmax: 1.4424729, imax: 92, n: 232 computing farthest point 6, dmax: 1.4061712, imax: 11, n: 232 computing farthest point 7, dmax: 1.335142, imax: 12, n: 232 computing farthest point 8, dmax: 1.2630204, imax: 28, n: 232 computing farthest point 9, dmax: 1.2406752, imax: 113, n: 232 computing farthest point 10, dmax: 1.2062792, imax: 72, n: 232 computing farthest point 11, dmax: 1.152886, imax: 185, n: 232 computing farthest point 12, dmax: 1.1436079, imax: 15, n: 232 computing farthest point 13, dmax: 1.088985, imax: 29, n: 232 computing farthest point 14, dmax: 1.0198337, imax: 45, n: 232 computing farthest point 15, dmax: 1.0039498, imax: 127, n: 232 computing farthest point 16, dmax: 0.99655986, imax: 16, n: 232 computing farthest point 17, dmax: 0.99412274, imax: 32, n: 232 computing farthest point 18, dmax: 0.98742735, imax: 116, n: 232 computing farthest point 19, dmax: 0.95271516, imax: 171, n: 232 computing farthest point 20, dmax: 0.9515692, imax: 84, n: 232 computing farthest point 21, dmax: 0.9467022, imax: 79, n: 232 computing farthest point 22, dmax: 0.89932543, imax: 143, n: 232 computing farthest point 23, dmax: 0.85114765, imax: 20, n: 232 computing farthest point 24, dmax: 0.77626044, imax: 117, n: 232 computing farthest point 25, dmax: 0.76464546, imax: 150, n: 232 computing farthest point 26, dmax: 0.7616996, imax: 89, n: 232 computing farthest point 27, dmax: 0.7589618, imax: 179, n: 232 computing farthest point 28, dmax: 0.74624276, imax: 200, n: 232 computing farthest point 29, dmax: 0.67299527, imax: 43, n: 232 computing farthest point 30, dmax: 0.67202675, imax: 50, n: 232 computing farthest point 31, dmax: 0.6667637, imax: 164, n: 232 computing farthest point 32, dmax: 0.6627518, imax: 181, n: 232 computing farthest point 33, dmax: 0.661638, imax: 140, n: 232 computing farthest point 34, dmax: 0.6596884, imax: 76, n: 232 computing farthest point 35, dmax: 0.64467895, imax: 98, n: 232 computing farthest point 36, dmax: 0.6421533, imax: 40, n: 232 computing farthest point 37, dmax: 0.6292803, imax: 5, n: 232 computing farthest point 38, dmax: 0.62709105, imax: 221, n: 232 computing farthest point 39, dmax: 0.61952156, imax: 197, n: 232 computing farthest point 40, dmax: 0.61855656, imax: 202, n: 232 computing farthest point 41, dmax: 0.617411, imax: 121, n: 232 computing farthest point 42, dmax: 0.61184925, imax: 212, n: 232 computing farthest point 43, dmax: 0.60399145, imax: 33, n: 232 computing farthest point 44, dmax: 0.59540474, imax: 228, n: 232 computing farthest point 45, dmax: 0.5922179, imax: 93, n: 232 computing farthest point 46, dmax: 0.56129247, imax: 80, n: 232 computing farthest point 47, dmax: 0.54638743, imax: 124, n: 232 computing farthest point 48, dmax: 0.5445738, imax: 170, n: 232 (n, m, k, length(A.centers), length(C)) = (4994, 333, 48, 48, 44) [ Info: using 32 random queries from the dataset append_items! sp=6120, ep=6128, n=6128, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 370 , 2025-06-06T16:26:56.784 append_items! sp=6705, ep=6713, n=6713, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 370 , 2025-06-06T16:26:56.797 computing farthest point 1, dmax: Inf, imax: 203, n: 261 computing farthest point 2, dmax: 3.374889, imax: 16, n: 261 computing farthest point 3, dmax: 1.9284483, imax: 171, n: 261 computing farthest point 4, dmax: 1.8588548, imax: 7, n: 261 computing farthest point 5, dmax: 1.8540454, imax: 24, n: 261 computing farthest point 6, dmax: 1.5314802, imax: 49, n: 261 computing farthest point 7, dmax: 1.5293107, imax: 157, n: 261 computing farthest point 8, dmax: 1.4160435, imax: 25, n: 261 computing farthest point 9, dmax: 1.3779852, imax: 2, n: 261 computing farthest point 10, dmax: 1.2912748, imax: 137, n: 261 computing farthest point 11, dmax: 1.2430081, imax: 199, n: 261 computing farthest point 12, dmax: 1.204551, imax: 96, n: 261 computing farthest point 13, dmax: 1.1573122, imax: 19, n: 261 computing farthest point 14, dmax: 1.1221268, imax: 68, n: 261 computing farthest point 15, dmax: 1.0360588, imax: 102, n: 261 computing farthest point 16, dmax: 1.0165924, imax: 48, n: 261 computing farthest point 17, dmax: 0.9939744, imax: 245, n: 261 computing farthest point 18, dmax: 0.9787792, imax: 98, n: 261 computing farthest point 19, dmax: 0.9763111, imax: 108, n: 261 computing farthest point 20, dmax: 0.9761916, imax: 37, n: 261 computing farthest point 21, dmax: 0.92443514, imax: 54, n: 261 computing farthest point 22, dmax: 0.8999951, imax: 8, n: 261 computing farthest point 23, dmax: 0.8962005, imax: 227, n: 261 computing farthest point 24, dmax: 0.8638606, imax: 36, n: 261 computing farthest point 25, dmax: 0.84406936, imax: 240, n: 261 computing farthest point 26, dmax: 0.8432359, imax: 34, n: 261 computing farthest point 27, dmax: 0.77668893, imax: 138, n: 261 computing farthest point 28, dmax: 0.775304, imax: 87, n: 261 computing farthest point 29, dmax: 0.74421173, imax: 20, n: 261 computing farthest point 30, dmax: 0.7372732, imax: 1, n: 261 computing farthest point 31, dmax: 0.70975894, imax: 127, n: 261 computing farthest point 32, dmax: 0.683758, imax: 154, n: 261 computing farthest point 33, dmax: 0.6812923, imax: 51, n: 261 computing farthest point 34, dmax: 0.67474973, imax: 97, n: 261 computing farthest point 35, dmax: 0.67361367, imax: 163, n: 261 computing farthest point 36, dmax: 0.65946114, imax: 147, n: 261 computing farthest point 37, dmax: 0.65747696, imax: 123, n: 261 computing farthest point 38, dmax: 0.65401024, imax: 121, n: 261 computing farthest point 39, dmax: 0.64502245, imax: 90, n: 261 computing farthest point 40, dmax: 0.63785064, imax: 26, n: 261 computing farthest point 41, dmax: 0.63631797, imax: 32, n: 261 computing farthest point 42, dmax: 0.6247884, imax: 63, n: 261 computing farthest point 43, dmax: 0.6177232, imax: 214, n: 261 computing farthest point 44, dmax: 0.60975945, imax: 116, n: 261 computing farthest point 45, dmax: 0.5969868, imax: 47, n: 261 computing farthest point 46, dmax: 0.5914372, imax: 255, n: 261 computing farthest point 47, dmax: 0.58986497, imax: 212, n: 261 computing farthest point 48, dmax: 0.5858953, imax: 169, n: 261 computing farthest point 49, dmax: 0.57902646, imax: 66, n: 261 computing farthest point 50, dmax: 0.5783823, imax: 52, n: 261 (n, m, k, length(A.centers), length(C)) = (7487, 354, 50, 50, 45) [ Info: using 32 random queries from the dataset append_items! sp=7641, ep=7649, n=7649, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:56.847 append_items! sp=9117, ep=9125, n=9125, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:56.893 append_items! sp=12096, ep=12104, n=12104, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:56.998 append_items! sp=12393, ep=12401, n=12401, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:57.010 append_items! sp=12636, ep=12644, n=12644, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:57.020 append_items! sp=13095, ep=13103, n=13103, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:57.039 append_items! sp=13500, ep=13508, n=13508, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:57.055 append_items! sp=13644, ep=13652, n=13652, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:57.062 append_items! sp=13680, ep=13688, n=13688, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:57.064 append_items! sp=15732, ep=15740, n=15740, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:57.152 append_items! sp=15876, ep=15884, n=15884, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 452 , 2025-06-06T16:26:57.159 computing farthest point 1, dmax: Inf, imax: 163, n: 285 computing farthest point 2, dmax: 2.2091026, imax: 220, n: 285 computing farthest point 3, dmax: 1.9009806, imax: 179, n: 285 computing farthest point 4, dmax: 1.6316317, imax: 133, n: 285 computing farthest point 5, dmax: 1.5848072, imax: 122, n: 285 computing farthest point 6, dmax: 1.4555389, imax: 108, n: 285 computing farthest point 7, dmax: 1.2784423, imax: 5, n: 285 computing farthest point 8, dmax: 1.2678254, imax: 71, n: 285 computing farthest point 9, dmax: 1.2438844, imax: 128, n: 285 computing farthest point 10, dmax: 1.2351253, imax: 30, n: 285 computing farthest point 11, dmax: 1.197647, imax: 224, n: 285 computing farthest point 12, dmax: 1.1285608, imax: 15, n: 285 computing farthest point 13, dmax: 1.1119138, imax: 86, n: 285 computing farthest point 14, dmax: 1.0500036, imax: 1, n: 285 computing farthest point 15, dmax: 1.0081664, imax: 116, n: 285 computing farthest point 16, dmax: 0.9973332, imax: 16, n: 285 computing farthest point 17, dmax: 0.98392725, imax: 72, n: 285 computing farthest point 18, dmax: 0.97002524, imax: 166, n: 285 computing farthest point 19, dmax: 0.9183507, imax: 91, n: 285 computing farthest point 20, dmax: 0.8884641, imax: 13, n: 285 computing farthest point 21, dmax: 0.8714916, imax: 138, n: 285 computing farthest point 22, dmax: 0.8339459, imax: 102, n: 285 computing farthest point 23, dmax: 0.81211805, imax: 46, n: 285 computing farthest point 24, dmax: 0.8083444, imax: 25, n: 285 computing farthest point 25, dmax: 0.7827256, imax: 51, n: 285 computing farthest point 26, dmax: 0.7621453, imax: 47, n: 285 computing farthest point 27, dmax: 0.74820703, imax: 277, n: 285 computing farthest point 28, dmax: 0.7254662, imax: 174, n: 285 computing farthest point 29, dmax: 0.71683156, imax: 209, n: 285 computing farthest point 30, dmax: 0.71600795, imax: 264, n: 285 computing farthest point 31, dmax: 0.7096842, imax: 252, n: 285 computing farthest point 32, dmax: 0.6885523, imax: 79, n: 285 computing farthest point 33, dmax: 0.6828728, imax: 126, n: 285 computing farthest point 34, dmax: 0.6802238, imax: 157, n: 285 computing farthest point 35, dmax: 0.6711942, imax: 23, n: 285 computing farthest point 36, dmax: 0.659535, imax: 240, n: 285 computing farthest point 37, dmax: 0.6549734, imax: 229, n: 285 computing farthest point 38, dmax: 0.65240914, imax: 44, n: 285 computing farthest point 39, dmax: 0.65075105, imax: 3, n: 285 computing farthest point 40, dmax: 0.6377263, imax: 199, n: 285 computing farthest point 41, dmax: 0.6329143, imax: 121, n: 285 computing farthest point 42, dmax: 0.62557316, imax: 39, n: 285 computing farthest point 43, dmax: 0.62543344, imax: 239, n: 285 computing farthest point 44, dmax: 0.62418294, imax: 245, n: 285 computing farthest point 45, dmax: 0.61718005, imax: 84, n: 285 computing farthest point 46, dmax: 0.6132568, imax: 280, n: 285 computing farthest point 47, dmax: 0.593373, imax: 107, n: 285 computing farthest point 48, dmax: 0.58905697, imax: 14, n: 285 computing farthest point 49, dmax: 0.57045144, imax: 61, n: 285 computing farthest point 50, dmax: 0.5440395, imax: 31, n: 285 computing farthest point 51, dmax: 0.54284126, imax: 22, n: 285 computing farthest point 52, dmax: 0.5424566, imax: 258, n: 285 computing farthest point 53, dmax: 0.5334898, imax: 38, n: 285 computing farthest point 54, dmax: 0.5186973, imax: 36, n: 285 computing farthest point 55, dmax: 0.5180713, imax: 124, n: 285 (n, m, k, length(A.centers), length(C)) = (16838, 408, 55, 55, 51) [ Info: using 32 random queries from the dataset append_items! sp=17910, ep=17918, n=17918, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 554 , 2025-06-06T16:26:57.306 append_items! sp=18873, ep=18881, n=18881, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 554 , 2025-06-06T16:26:57.354 append_items! sp=20250, ep=20258, n=20258, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 554 , 2025-06-06T16:26:57.422 append_items! sp=20592, ep=20600, n=20600, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 554 , 2025-06-06T16:26:57.439 append_items! sp=23067, ep=23075, n=23075, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 554 , 2025-06-06T16:26:57.572 append_items! sp=24651, ep=24659, n=24659, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 554 , 2025-06-06T16:26:57.663 append_items! sp=24678, ep=24686, n=24686, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 554 , 2025-06-06T16:26:57.665 computing farthest point 1, dmax: Inf, imax: 25, n: 310 computing farthest point 2, dmax: 2.9266167, imax: 189, n: 310 computing farthest point 3, dmax: 2.0454037, imax: 79, n: 310 computing farthest point 4, dmax: 1.8867364, imax: 18, n: 310 computing farthest point 5, dmax: 1.6528455, imax: 26, n: 310 computing farthest point 6, dmax: 1.6286678, imax: 197, n: 310 computing farthest point 7, dmax: 1.5392411, imax: 42, n: 310 computing farthest point 8, dmax: 1.471967, imax: 38, n: 310 computing farthest point 9, dmax: 1.2806296, imax: 229, n: 310 computing farthest point 10, dmax: 1.1945976, imax: 132, n: 310 computing farthest point 11, dmax: 1.1772375, imax: 278, n: 310 computing farthest point 12, dmax: 1.1586199, imax: 160, n: 310 computing farthest point 13, dmax: 1.1396141, imax: 183, n: 310 computing farthest point 14, dmax: 1.1282498, imax: 290, n: 310 computing farthest point 15, dmax: 1.024702, imax: 36, n: 310 computing farthest point 16, dmax: 0.9928002, imax: 230, n: 310 computing farthest point 17, dmax: 0.985232, imax: 271, n: 310 computing farthest point 18, dmax: 0.9470513, imax: 301, n: 310 computing farthest point 19, dmax: 0.93163013, imax: 119, n: 310 computing farthest point 20, dmax: 0.89853203, imax: 263, n: 310 computing farthest point 21, dmax: 0.89817387, imax: 255, n: 310 computing farthest point 22, dmax: 0.89116204, imax: 177, n: 310 computing farthest point 23, dmax: 0.8376898, imax: 65, n: 310 computing farthest point 24, dmax: 0.8271823, imax: 5, n: 310 computing farthest point 25, dmax: 0.8227253, imax: 221, n: 310 computing farthest point 26, dmax: 0.8128443, imax: 228, n: 310 computing farthest point 27, dmax: 0.8092944, imax: 247, n: 310 computing farthest point 28, dmax: 0.7713087, imax: 268, n: 310 computing farthest point 29, dmax: 0.7482475, imax: 157, n: 310 computing farthest point 30, dmax: 0.7401166, imax: 225, n: 310 computing farthest point 31, dmax: 0.71853834, imax: 93, n: 310 computing farthest point 32, dmax: 0.71189564, imax: 59, n: 310 computing farthest point 33, dmax: 0.70874536, imax: 308, n: 310 computing farthest point 34, dmax: 0.6817357, imax: 46, n: 310 computing farthest point 35, dmax: 0.6799068, imax: 57, n: 310 computing farthest point 36, dmax: 0.6524358, imax: 294, n: 310 computing farthest point 37, dmax: 0.64792246, imax: 108, n: 310 computing farthest point 38, dmax: 0.6415756, imax: 40, n: 310 computing farthest point 39, dmax: 0.6290218, imax: 192, n: 310 computing farthest point 40, dmax: 0.61428845, imax: 198, n: 310 computing farthest point 41, dmax: 0.6122767, imax: 88, n: 310 computing farthest point 42, dmax: 0.6025885, imax: 11, n: 310 computing farthest point 43, dmax: 0.6020961, imax: 162, n: 310 computing farthest point 44, dmax: 0.5982989, imax: 125, n: 310 computing farthest point 45, dmax: 0.5939225, imax: 187, n: 310 computing farthest point 46, dmax: 0.57144636, imax: 129, n: 310 computing farthest point 47, dmax: 0.56579065, imax: 20, n: 310 computing farthest point 48, dmax: 0.5623073, imax: 34, n: 310 computing farthest point 49, dmax: 0.5437776, imax: 81, n: 310 computing farthest point 50, dmax: 0.5429548, imax: 184, n: 310 computing farthest point 51, dmax: 0.54016244, imax: 298, n: 310 computing farthest point 52, dmax: 0.5290849, imax: 224, n: 310 computing farthest point 53, dmax: 0.52758515, imax: 7, n: 310 computing farthest point 54, dmax: 0.52735585, imax: 260, n: 310 computing farthest point 55, dmax: 0.52484715, imax: 235, n: 310 computing farthest point 56, dmax: 0.5234573, imax: 279, n: 310 computing farthest point 57, dmax: 0.514471, imax: 33, n: 310 (n, m, k, length(A.centers), length(C)) = (25253, 431, 57, 57, 55) [ Info: using 32 random queries from the dataset append_items! sp=25308, ep=25316, n=25316, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:57.796 append_items! sp=25632, ep=25640, n=25640, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:57.817 append_items! sp=26343, ep=26351, n=26351, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:57.863 append_items! sp=30015, ep=30023, n=30023, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.095 append_items! sp=30798, ep=30806, n=30806, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.150 append_items! sp=31572, ep=31580, n=31580, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.204 append_items! sp=33318, ep=33326, n=33326, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.326 append_items! sp=35091, ep=35099, n=35099, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.450 append_items! sp=35307, ep=35315, n=35315, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.464 append_items! sp=35793, ep=35801, n=35801, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.497 append_items! sp=35820, ep=35828, n=35828, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.498 append_items! sp=35991, ep=35999, n=35999, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.509 append_items! sp=36180, ep=36188, n=36188, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.518 append_items! sp=36387, ep=36395, n=36395, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.529 append_items! sp=36594, ep=36602, n=36602, BeamSearch bsize: Int32 10 Δ: Float32 1.1f0 maxvisits: Int64 656 , 2025-06-06T16:26:58.540 computing farthest point 1, dmax: Inf, imax: 77, n: 325 computing farthest point 2, dmax: 1.9178569, imax: 14, n: 325 computing farthest point 3, dmax: 1.6684848, imax: 202, n: 325 computing farthest point 4, dmax: 1.577652, imax: 4, n: 325 computing farthest point 5, dmax: 1.5528549, imax: 11, n: 325 computing farthest point 6, dmax: 1.3577486, imax: 314, n: 325 computing farthest point 7, dmax: 1.3568785, imax: 12, n: 325 computing farthest point 8, dmax: 1.3268886, imax: 210, n: 325 computing farthest point 9, dmax: 1.292951, imax: 171, n: 325 computing farthest point 10, dmax: 1.2292728, imax: 22, n: 325 computing farthest point 11, dmax: 1.228538, imax: 18, n: 325 computing farthest point 12, dmax: 1.1848308, imax: 74, n: 325 computing farthest point 13, dmax: 1.1687119, imax: 113, n: 325 computing farthest point 14, dmax: 1.1348671, imax: 325, n: 325 computing farthest point 15, dmax: 1.1055492, imax: 234, n: 325 computing farthest point 16, dmax: 1.0482519, imax: 166, n: 325 computing farthest point 17, dmax: 1.019833, imax: 217, n: 325 computing farthest point 18, dmax: 1.003036, imax: 238, n: 325 computing farthest point 19, dmax: 0.95995975, imax: 79, n: 325 computing farthest point 20, dmax: 0.9476924, imax: 75, n: 325 computing farthest point 21, dmax: 0.94081193, imax: 57, n: 325 computing farthest point 22, dmax: 0.93684506, imax: 182, n: 325 computing farthest point 23, dmax: 0.9163941, imax: 249, n: 325 computing farthest point 24, dmax: 0.8718474, imax: 197, n: 325 computing farthest point 25, dmax: 0.8690414, imax: 146, n: 325 computing farthest point 26, dmax: 0.80826545, imax: 32, n: 325 computing farthest point 27, dmax: 0.78660667, imax: 88, n: 325 computing farthest point 28, dmax: 0.770528, imax: 282, n: 325 computing farthest point 29, dmax: 0.7527186, imax: 156, n: 325 computing farthest point 30, dmax: 0.7520452, imax: 93, n: 325 computing farthest point 31, dmax: 0.7436301, imax: 56, n: 325 computing farthest point 32, dmax: 0.7348328, imax: 97, n: 325 computing farthest point 33, dmax: 0.72159743, imax: 319, n: 325 computing farthest point 34, dmax: 0.7199693, imax: 246, n: 325 computing farthest point 35, dmax: 0.7034956, imax: 10, n: 325 computing farthest point 36, dmax: 0.7029482, imax: 24, n: 325 computing farthest point 37, dmax: 0.6946116, imax: 41, n: 325 computing farthest point 38, dmax: 0.6820342, imax: 34, n: 325 computing farthest point 39, dmax: 0.68127275, imax: 96, n: 325 computing farthest point 40, dmax: 0.6776329, imax: 177, n: 325 computing farthest point 41, dmax: 0.6690559, imax: 159, n: 325 computing farthest point 42, dmax: 0.66735345, imax: 270, n: 325 computing farthest point 43, dmax: 0.6317808, imax: 175, n: 325 computing farthest point 44, dmax: 0.62923324, imax: 323, n: 325 computing farthest point 45, dmax: 0.6261085, imax: 201, n: 325 computing farthest point 46, dmax: 0.62248296, imax: 106, n: 325 computing farthest point 47, dmax: 0.61657876, imax: 31, n: 325 computing farthest point 48, dmax: 0.6164071, imax: 223, n: 325 computing farthest point 49, dmax: 0.61447126, imax: 308, n: 325 computing farthest point 50, dmax: 0.58508337, imax: 250, n: 325 computing farthest point 51, dmax: 0.5806625, imax: 280, n: 325 computing farthest point 52, dmax: 0.57956624, imax: 40, n: 325 computing farthest point 53, dmax: 0.5701274, imax: 214, n: 325 computing farthest point 54, dmax: 0.56959915, imax: 322, n: 325 computing farthest point 55, dmax: 0.56786555, imax: 268, n: 325 computing farthest point 56, dmax: 0.5544346, imax: 133, n: 325 computing farthest point 57, dmax: 0.5536103, imax: 59, n: 325 computing farthest point 58, dmax: 0.5535082, imax: 29, n: 325 computing farthest point 59, dmax: 0.54761434, imax: 297, n: 325 (n, m, k, length(A.centers), length(C)) = (37880, 454, 59, 59, 57) [ Info: using 32 random queries from the dataset append_items! sp=39996, ep=40004, n=40004, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:58.854 append_items! sp=42129, ep=42137, n=42137, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.061 append_items! sp=42840, ep=42848, n=42848, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.122 append_items! sp=43749, ep=43757, n=43757, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.211 append_items! sp=44181, ep=44189, n=44189, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.251 append_items! sp=45306, ep=45314, n=45314, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.348 append_items! sp=46314, ep=46322, n=46322, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.441 append_items! sp=47376, ep=47384, n=47384, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.541 append_items! sp=47718, ep=47726, n=47726, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.576 append_items! sp=49509, ep=49517, n=49517, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.767 append_items! sp=49914, ep=49922, n=49922, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.806 append_items! sp=50004, ep=50012, n=50012, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:26:59.815 append_items! sp=52974, ep=52982, n=52982, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:27:00.099 append_items! sp=56358, ep=56366, n=56366, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 754 , 2025-06-06T16:27:00.428 computing farthest point 1, dmax: Inf, imax: 210, n: 372 computing farthest point 2, dmax: 2.4917612, imax: 19, n: 372 computing farthest point 3, dmax: 2.222889, imax: 1, n: 372 computing farthest point 4, dmax: 1.7885354, imax: 38, n: 372 computing farthest point 5, dmax: 1.5908533, imax: 220, n: 372 computing farthest point 6, dmax: 1.481768, imax: 23, n: 372 computing farthest point 7, dmax: 1.4486977, imax: 177, n: 372 computing farthest point 8, dmax: 1.3801595, imax: 64, n: 372 computing farthest point 9, dmax: 1.3036883, imax: 99, n: 372 computing farthest point 10, dmax: 1.2675434, imax: 365, n: 372 computing farthest point 11, dmax: 1.1972587, imax: 279, n: 372 computing farthest point 12, dmax: 1.1729919, imax: 25, n: 372 computing farthest point 13, dmax: 1.135371, imax: 7, n: 372 computing farthest point 14, dmax: 1.1072817, imax: 88, n: 372 computing farthest point 15, dmax: 1.1033295, imax: 209, n: 372 computing farthest point 16, dmax: 1.0405447, imax: 68, n: 372 computing farthest point 17, dmax: 0.96607035, imax: 223, n: 372 computing farthest point 18, dmax: 0.9446057, imax: 125, n: 372 computing farthest point 19, dmax: 0.8883453, imax: 152, n: 372 computing farthest point 20, dmax: 0.88516766, imax: 80, n: 372 computing farthest point 21, dmax: 0.8785886, imax: 197, n: 372 computing farthest point 22, dmax: 0.8535417, imax: 137, n: 372 computing farthest point 23, dmax: 0.8431623, imax: 22, n: 372 computing farthest point 24, dmax: 0.8415516, imax: 50, n: 372 computing farthest point 25, dmax: 0.8071306, imax: 224, n: 372 computing farthest point 26, dmax: 0.80502784, imax: 104, n: 372 computing farthest point 27, dmax: 0.8043161, imax: 13, n: 372 computing farthest point 28, dmax: 0.7943699, imax: 278, n: 372 computing farthest point 29, dmax: 0.771016, imax: 18, n: 372 computing farthest point 30, dmax: 0.7621339, imax: 187, n: 372 computing farthest point 31, dmax: 0.75539166, imax: 3, n: 372 computing farthest point 32, dmax: 0.7443573, imax: 322, n: 372 computing farthest point 33, dmax: 0.7427415, imax: 299, n: 372 computing farthest point 34, dmax: 0.73174286, imax: 21, n: 372 computing farthest point 35, dmax: 0.7306663, imax: 351, n: 372 computing farthest point 36, dmax: 0.717374, imax: 265, n: 372 computing farthest point 37, dmax: 0.70886064, imax: 293, n: 372 computing farthest point 38, dmax: 0.68490845, imax: 344, n: 372 computing farthest point 39, dmax: 0.6704416, imax: 326, n: 372 computing farthest point 40, dmax: 0.66100234, imax: 195, n: 372 computing farthest point 41, dmax: 0.6599047, imax: 129, n: 372 computing farthest point 42, dmax: 0.6543471, imax: 332, n: 372 computing farthest point 43, dmax: 0.6537331, imax: 119, n: 372 computing farthest point 44, dmax: 0.64834815, imax: 56, n: 372 computing farthest point 45, dmax: 0.63426423, imax: 288, n: 372 computing farthest point 46, dmax: 0.62216043, imax: 47, n: 372 computing farthest point 47, dmax: 0.6152086, imax: 148, n: 372 computing farthest point 48, dmax: 0.6141295, imax: 36, n: 372 computing farthest point 49, dmax: 0.59994704, imax: 92, n: 372 computing farthest point 50, dmax: 0.5966452, imax: 327, n: 372 computing farthest point 51, dmax: 0.596314, imax: 5, n: 372 computing farthest point 52, dmax: 0.5772129, imax: 2, n: 372 computing farthest point 53, dmax: 0.57625705, imax: 62, n: 372 computing farthest point 54, dmax: 0.5755445, imax: 51, n: 372 computing farthest point 55, dmax: 0.5727946, imax: 6, n: 372 computing farthest point 56, dmax: 0.5647185, imax: 336, n: 372 computing farthest point 57, dmax: 0.5601113, imax: 147, n: 372 computing farthest point 58, dmax: 0.5549497, imax: 314, n: 372 computing farthest point 59, dmax: 0.5530274, imax: 96, n: 372 computing farthest point 60, dmax: 0.5508478, imax: 345, n: 372 computing farthest point 61, dmax: 0.54650795, imax: 203, n: 372 computing farthest point 62, dmax: 0.54326415, imax: 4, n: 372 (n, m, k, length(A.centers), length(C)) = (56816, 489, 62, 62, 57) [ Info: using 32 random queries from the dataset append_items! sp=58185, ep=58193, n=58193, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:00.634 append_items! sp=58473, ep=58481, n=58481, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:00.650 append_items! sp=58635, ep=58643, n=58643, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:00.659 append_items! sp=60147, ep=60155, n=60155, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:00.743 append_items! sp=60822, ep=60830, n=60830, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:00.783 append_items! sp=63324, ep=63332, n=63332, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:00.926 append_items! sp=65169, ep=65177, n=65177, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.032 append_items! sp=66897, ep=66905, n=66905, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.132 append_items! sp=67941, ep=67949, n=67949, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.193 append_items! sp=69057, ep=69065, n=69065, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.260 append_items! sp=69993, ep=70001, n=70001, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.331 append_items! sp=70542, ep=70550, n=70550, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.364 append_items! sp=71118, ep=71126, n=71126, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.401 append_items! sp=72468, ep=72476, n=72476, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.485 append_items! sp=73251, ep=73259, n=73259, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.535 append_items! sp=73296, ep=73304, n=73304, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.538 append_items! sp=76905, ep=76913, n=76913, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.769 append_items! sp=77040, ep=77048, n=77048, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.780 append_items! sp=77193, ep=77201, n=77201, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.791 append_items! sp=78534, ep=78542, n=78542, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.877 append_items! sp=80028, ep=80036, n=80036, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.969 append_items! sp=80244, ep=80252, n=80252, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:01.983 append_items! sp=82629, ep=82637, n=82637, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:02.138 append_items! sp=84159, ep=84167, n=84167, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:02.234 append_items! sp=84537, ep=84545, n=84545, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:02.258 append_items! sp=84906, ep=84914, n=84914, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 542 , 2025-06-06T16:27:02.285 computing farthest point 1, dmax: Inf, imax: 362, n: 389 computing farthest point 2, dmax: 2.297431, imax: 75, n: 389 computing farthest point 3, dmax: 1.6869724, imax: 30, n: 389 computing farthest point 4, dmax: 1.6230428, imax: 71, n: 389 computing farthest point 5, dmax: 1.5993161, imax: 169, n: 389 computing farthest point 6, dmax: 1.5328361, imax: 7, n: 389 computing farthest point 7, dmax: 1.43695, imax: 186, n: 389 computing farthest point 8, dmax: 1.295949, imax: 91, n: 389 computing farthest point 9, dmax: 1.2354424, imax: 181, n: 389 computing farthest point 10, dmax: 1.2032635, imax: 321, n: 389 computing farthest point 11, dmax: 1.1683801, imax: 54, n: 389 computing farthest point 12, dmax: 1.150507, imax: 238, n: 389 computing farthest point 13, dmax: 1.1493284, imax: 108, n: 389 computing farthest point 14, dmax: 1.1165072, imax: 183, n: 389 computing farthest point 15, dmax: 1.0895088, imax: 82, n: 389 computing farthest point 16, dmax: 1.0501122, imax: 130, n: 389 computing farthest point 17, dmax: 1.0133433, imax: 163, n: 389 computing farthest point 18, dmax: 0.98189616, imax: 232, n: 389 computing farthest point 19, dmax: 0.9428876, imax: 304, n: 389 computing farthest point 20, dmax: 0.91890657, imax: 138, n: 389 computing farthest point 21, dmax: 0.9168289, imax: 90, n: 389 computing farthest point 22, dmax: 0.9095469, imax: 196, n: 389 computing farthest point 23, dmax: 0.88928515, imax: 191, n: 389 computing farthest point 24, dmax: 0.85688287, imax: 44, n: 389 computing farthest point 25, dmax: 0.8377668, imax: 198, n: 389 computing farthest point 26, dmax: 0.8332724, imax: 208, n: 389 computing farthest point 27, dmax: 0.82871616, imax: 274, n: 389 computing farthest point 28, dmax: 0.8111413, imax: 248, n: 389 computing farthest point 29, dmax: 0.7877964, imax: 350, n: 389 computing farthest point 30, dmax: 0.7560958, imax: 19, n: 389 computing farthest point 31, dmax: 0.7476754, imax: 270, n: 389 computing farthest point 32, dmax: 0.74582434, imax: 364, n: 389 computing farthest point 33, dmax: 0.72786653, imax: 69, n: 389 computing farthest point 34, dmax: 0.7227872, imax: 73, n: 389 computing farthest point 35, dmax: 0.7178163, imax: 10, n: 389 computing farthest point 36, dmax: 0.70338523, imax: 177, n: 389 computing farthest point 37, dmax: 0.70184016, imax: 12, n: 389 computing farthest point 38, dmax: 0.69587666, imax: 289, n: 389 computing farthest point 39, dmax: 0.6924035, imax: 349, n: 389 computing farthest point 40, dmax: 0.68109334, imax: 189, n: 389 computing farthest point 41, dmax: 0.67815053, imax: 27, n: 389 computing farthest point 42, dmax: 0.6771512, imax: 182, n: 389 computing farthest point 43, dmax: 0.6747583, imax: 105, n: 389 computing farthest point 44, dmax: 0.660506, imax: 14, n: 389 computing farthest point 45, dmax: 0.6474715, imax: 31, n: 389 computing farthest point 46, dmax: 0.63662, imax: 101, n: 389 computing farthest point 47, dmax: 0.6357228, imax: 155, n: 389 computing farthest point 48, dmax: 0.6340934, imax: 325, n: 389 computing farthest point 49, dmax: 0.616323, imax: 20, n: 389 computing farthest point 50, dmax: 0.6069473, imax: 149, n: 389 computing farthest point 51, dmax: 0.6040341, imax: 340, n: 389 computing farthest point 52, dmax: 0.5986952, imax: 28, n: 389 computing farthest point 53, dmax: 0.58887964, imax: 369, n: 389 computing farthest point 54, dmax: 0.58804077, imax: 24, n: 389 computing farthest point 55, dmax: 0.5831305, imax: 365, n: 389 computing farthest point 56, dmax: 0.5797774, imax: 262, n: 389 computing farthest point 57, dmax: 0.5653733, imax: 252, n: 389 computing farthest point 58, dmax: 0.55566984, imax: 39, n: 389 computing farthest point 59, dmax: 0.55326265, imax: 200, n: 389 computing farthest point 60, dmax: 0.55015606, imax: 6, n: 389 computing farthest point 61, dmax: 0.5490763, imax: 211, n: 389 computing farthest point 62, dmax: 0.54576826, imax: 188, n: 389 computing farthest point 63, dmax: 0.5453612, imax: 275, n: 389 computing farthest point 64, dmax: 0.54491204, imax: 353, n: 389 (n, m, k, length(A.centers), length(C)) = (85229, 512, 64, 64, 59) [ Info: using 32 random queries from the dataset append_items! sp=85743, ep=85751, n=85751, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:02.468 append_items! sp=86292, ep=86300, n=86300, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:02.516 append_items! sp=87372, ep=87380, n=87380, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:02.613 append_items! sp=87939, ep=87947, n=87947, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:02.666 append_items! sp=92304, ep=92312, n=92312, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.071 append_items! sp=92682, ep=92690, n=92690, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.106 append_items! sp=93114, ep=93122, n=93122, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.146 append_items! sp=94122, ep=94130, n=94130, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.240 append_items! sp=94833, ep=94841, n=94841, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.307 append_items! sp=95193, ep=95201, n=95201, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.338 append_items! sp=96489, ep=96497, n=96497, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.462 append_items! sp=96507, ep=96515, n=96515, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.464 append_items! sp=97659, ep=97667, n=97667, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.573 append_items! sp=98586, ep=98594, n=98594, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.661 append_items! sp=99621, ep=99629, n=99629, BeamSearch bsize: Int32 10 Δ: Float32 0.8f0 maxvisits: Int64 646 , 2025-06-06T16:27:03.760 [ Info: ---- starting ParetoRadius optimization --- [ Info: using 64 random queries from the dataset [ Info: ("ParetoRadius:> queries per second: ", 103.87213366106612, ", recall:", 0.8170000000000002) ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.78911567f0 └ maxvisits: Int64 466 [ Info: ---- starting ParetoRecall optimization --- [ Info: using 64 random queries from the dataset [ Info: ("ParetoRecall:> queries per second: ", 19767.533802482805, ", recall:", 0.8170000000000002) ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.79f0 └ maxvisits: Int64 468 [ Info: ========================= AutoBS MinRecall ====================== computing farthest point 1, dmax: Inf, imax: 67, n: 113 computing farthest point 2, dmax: 2.6799831, imax: 110, n: 113 computing farthest point 3, dmax: 2.533877, imax: 4, n: 113 computing farthest point 4, dmax: 1.6785188, imax: 25, n: 113 computing farthest point 5, dmax: 1.6252033, imax: 69, n: 113 computing farthest point 6, dmax: 1.4650344, imax: 28, n: 113 computing farthest point 7, dmax: 1.3395747, imax: 85, n: 113 computing farthest point 8, dmax: 1.2514344, imax: 14, n: 113 computing farthest point 9, dmax: 1.1387153, imax: 6, n: 113 computing farthest point 10, dmax: 1.1274676, imax: 30, n: 113 computing farthest point 11, dmax: 1.0820059, imax: 75, n: 113 computing farthest point 12, dmax: 1.053354, imax: 65, n: 113 computing farthest point 13, dmax: 1.0518737, imax: 22, n: 113 computing farthest point 14, dmax: 1.0038074, imax: 41, n: 113 computing farthest point 15, dmax: 0.9623857, imax: 86, n: 113 computing farthest point 16, dmax: 0.9621078, imax: 89, n: 113 computing farthest point 17, dmax: 0.913217, imax: 29, n: 113 computing farthest point 18, dmax: 0.89999765, imax: 95, n: 113 computing farthest point 19, dmax: 0.88708746, imax: 54, n: 113 computing farthest point 20, dmax: 0.8765008, imax: 46, n: 113 computing farthest point 21, dmax: 0.87646425, imax: 12, n: 113 computing farthest point 22, dmax: 0.8568144, imax: 34, n: 113 computing farthest point 23, dmax: 0.8314998, imax: 3, n: 113 computing farthest point 24, dmax: 0.8303444, imax: 2, n: 113 computing farthest point 25, dmax: 0.8204767, imax: 83, n: 113 computing farthest point 26, dmax: 0.6941562, imax: 88, n: 113 computing farthest point 27, dmax: 0.6870225, imax: 35, n: 113 computing farthest point 28, dmax: 0.67982656, imax: 52, n: 113 computing farthest point 29, dmax: 0.6673015, imax: 49, n: 113 computing farthest point 30, dmax: 0.6312623, imax: 80, n: 113 computing farthest point 31, dmax: 0.6233032, imax: 17, n: 113 computing farthest point 32, dmax: 0.59697795, imax: 13, n: 113 computing farthest point 33, dmax: 0.59384423, imax: 39, n: 113 (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: 7, n: 121 computing farthest point 2, dmax: 3.1609383, imax: 23, n: 121 computing farthest point 3, dmax: 2.2613463, imax: 66, n: 121 computing farthest point 4, dmax: 2.0752628, imax: 100, n: 121 computing farthest point 5, dmax: 1.5658478, imax: 62, n: 121 computing farthest point 6, dmax: 1.5370619, imax: 1, n: 121 computing farthest point 7, dmax: 1.3996994, imax: 79, n: 121 computing farthest point 8, dmax: 1.3643292, imax: 42, n: 121 computing farthest point 9, dmax: 1.3068364, imax: 15, n: 121 computing farthest point 10, dmax: 1.2908419, imax: 47, n: 121 computing farthest point 11, dmax: 1.2806342, imax: 31, n: 121 computing farthest point 12, dmax: 1.1510446, imax: 102, n: 121 computing farthest point 13, dmax: 1.1458709, imax: 59, n: 121 computing farthest point 14, dmax: 1.1005726, imax: 82, n: 121 computing farthest point 15, dmax: 0.99489903, imax: 24, n: 121 computing farthest point 16, dmax: 0.9816104, imax: 17, n: 121 computing farthest point 17, dmax: 0.887996, imax: 83, n: 121 computing farthest point 18, dmax: 0.8740564, imax: 108, n: 121 computing farthest point 19, dmax: 0.86908734, imax: 77, n: 121 computing farthest point 20, dmax: 0.864433, imax: 55, n: 121 computing farthest point 21, dmax: 0.8255515, imax: 53, n: 121 computing farthest point 22, dmax: 0.8204767, imax: 36, n: 121 computing farthest point 23, dmax: 0.8196798, imax: 29, n: 121 computing farthest point 24, dmax: 0.8181038, imax: 32, n: 121 computing farthest point 25, dmax: 0.80482143, imax: 43, n: 121 computing farthest point 26, dmax: 0.7765139, imax: 120, n: 121 computing farthest point 27, dmax: 0.7341352, imax: 8, n: 121 computing farthest point 28, dmax: 0.71316373, imax: 67, n: 121 computing farthest point 29, dmax: 0.6913913, imax: 112, n: 121 computing farthest point 30, dmax: 0.68804616, imax: 46, n: 121 computing farthest point 31, dmax: 0.6790611, imax: 117, n: 121 computing farthest point 32, dmax: 0.66309196, imax: 58, n: 121 computing farthest point 33, dmax: 0.6441635, imax: 91, n: 121 computing farthest point 34, dmax: 0.6319493, imax: 99, n: 121 computing farthest point 35, dmax: 0.6247896, imax: 101, n: 121 (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: 56, n: 140 computing farthest point 2, dmax: 3.3319225, imax: 73, n: 140 computing farthest point 3, dmax: 1.9452999, imax: 18, n: 140 computing farthest point 4, dmax: 1.666764, imax: 35, n: 140 computing farthest point 5, dmax: 1.5665368, imax: 116, n: 140 computing farthest point 6, dmax: 1.4191759, imax: 102, n: 140 computing farthest point 7, dmax: 1.3636109, imax: 89, n: 140 computing farthest point 8, dmax: 1.2698584, imax: 15, n: 140 computing farthest point 9, dmax: 1.1693122, imax: 14, n: 140 computing farthest point 10, dmax: 1.1497679, imax: 16, n: 140 computing farthest point 11, dmax: 1.1058241, imax: 84, n: 140 computing farthest point 12, dmax: 1.0808707, imax: 118, n: 140 computing farthest point 13, dmax: 1.0756192, imax: 112, n: 140 computing farthest point 14, dmax: 1.0082432, imax: 62, n: 140 computing farthest point 15, dmax: 0.9880954, imax: 42, n: 140 computing farthest point 16, dmax: 0.907382, imax: 83, n: 140 computing farthest point 17, dmax: 0.8210216, imax: 25, n: 140 computing farthest point 18, dmax: 0.8036814, imax: 67, n: 140 computing farthest point 19, dmax: 0.7993564, imax: 51, n: 140 computing farthest point 20, dmax: 0.7978479, imax: 81, n: 140 computing farthest point 21, dmax: 0.7840829, imax: 68, n: 140 computing farthest point 22, dmax: 0.78307164, imax: 61, n: 140 computing farthest point 23, dmax: 0.7479085, imax: 101, n: 140 computing farthest point 24, dmax: 0.73551124, imax: 80, n: 140 computing farthest point 25, dmax: 0.7290594, imax: 43, n: 140 computing farthest point 26, dmax: 0.7088829, imax: 114, n: 140 computing farthest point 27, dmax: 0.7028377, imax: 115, n: 140 computing farthest point 28, dmax: 0.7008442, imax: 113, n: 140 computing farthest point 29, dmax: 0.69081193, imax: 40, n: 140 computing farthest point 30, dmax: 0.6394616, imax: 128, n: 140 computing farthest point 31, dmax: 0.63737446, imax: 96, n: 140 computing farthest point 32, dmax: 0.622768, imax: 100, n: 140 computing farthest point 33, dmax: 0.62206495, imax: 117, n: 140 computing farthest point 34, dmax: 0.6023628, imax: 132, n: 140 computing farthest point 35, dmax: 0.5970332, imax: 45, n: 140 computing farthest point 36, dmax: 0.58891684, imax: 94, n: 140 computing farthest point 37, dmax: 0.57684255, imax: 32, n: 140 (n, m, k, length(A.centers), length(C)) = (662, 226, 37, 37, 33) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 129, n: 182 computing farthest point 2, dmax: 2.6305513, imax: 9, n: 182 computing farthest point 3, dmax: 1.7434202, imax: 58, n: 182 computing farthest point 4, dmax: 1.5924848, imax: 23, n: 182 computing farthest point 5, dmax: 1.574798, imax: 57, n: 182 computing farthest point 6, dmax: 1.5534719, imax: 139, n: 182 computing farthest point 7, dmax: 1.3319681, imax: 70, n: 182 computing farthest point 8, dmax: 1.3098927, imax: 152, n: 182 computing farthest point 9, dmax: 1.2492748, imax: 170, n: 182 computing farthest point 10, dmax: 1.1045687, imax: 41, n: 182 computing farthest point 11, dmax: 1.0932558, imax: 12, n: 182 computing farthest point 12, dmax: 1.035464, imax: 166, n: 182 computing farthest point 13, dmax: 0.9639985, imax: 50, n: 182 computing farthest point 14, dmax: 0.95076644, imax: 13, n: 182 computing farthest point 15, dmax: 0.9034042, imax: 54, n: 182 computing farthest point 16, dmax: 0.8898876, imax: 29, n: 182 computing farthest point 17, dmax: 0.8475895, imax: 168, n: 182 computing farthest point 18, dmax: 0.8467249, imax: 44, n: 182 computing farthest point 19, dmax: 0.83396673, imax: 165, n: 182 computing farthest point 20, dmax: 0.82328445, imax: 48, n: 182 computing farthest point 21, dmax: 0.8037526, imax: 6, n: 182 computing farthest point 22, dmax: 0.79696316, imax: 85, n: 182 computing farthest point 23, dmax: 0.76511997, imax: 65, n: 182 computing farthest point 24, dmax: 0.76302385, imax: 134, n: 182 computing farthest point 25, dmax: 0.74258924, imax: 171, n: 182 computing farthest point 26, dmax: 0.7210245, imax: 108, n: 182 computing farthest point 27, dmax: 0.6826548, imax: 61, n: 182 computing farthest point 28, dmax: 0.65892446, imax: 83, n: 182 computing farthest point 29, dmax: 0.6569709, imax: 3, n: 182 computing farthest point 30, dmax: 0.64703053, imax: 175, n: 182 computing farthest point 31, dmax: 0.61256784, imax: 69, n: 182 computing farthest point 32, dmax: 0.6088748, imax: 62, n: 182 computing farthest point 33, dmax: 0.6035568, imax: 154, n: 182 computing farthest point 34, dmax: 0.58875895, imax: 51, n: 182 computing farthest point 35, dmax: 0.5798831, imax: 76, n: 182 computing farthest point 36, dmax: 0.5788121, imax: 2, n: 182 computing farthest point 37, dmax: 0.5601912, imax: 34, n: 182 computing farthest point 38, dmax: 0.5568691, imax: 174, n: 182 computing farthest point 39, dmax: 0.5557283, imax: 84, n: 182 computing farthest point 40, dmax: 0.5516909, imax: 88, n: 182 computing farthest point 41, dmax: 0.549698, imax: 142, n: 182 computing farthest point 42, dmax: 0.5433389, imax: 160, n: 182 (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: 107, n: 199 computing farthest point 2, dmax: 2.8788786, imax: 52, n: 199 computing farthest point 3, dmax: 1.8367176, imax: 120, n: 199 computing farthest point 4, dmax: 1.806657, imax: 173, n: 199 computing farthest point 5, dmax: 1.7749187, imax: 100, n: 199 computing farthest point 6, dmax: 1.4279304, imax: 11, n: 199 computing farthest point 7, dmax: 1.4174263, imax: 174, n: 199 computing farthest point 8, dmax: 1.3538432, imax: 111, n: 199 computing farthest point 9, dmax: 1.2975632, imax: 108, n: 199 computing farthest point 10, dmax: 1.2761966, imax: 116, n: 199 computing farthest point 11, dmax: 1.2501957, imax: 1, n: 199 computing farthest point 12, dmax: 1.1183892, imax: 95, n: 199 computing farthest point 13, dmax: 1.048004, imax: 72, n: 199 computing farthest point 14, dmax: 1.0420474, imax: 113, n: 199 computing farthest point 15, dmax: 1.0366415, imax: 65, n: 199 computing farthest point 16, dmax: 1.0254686, imax: 169, n: 199 computing farthest point 17, dmax: 1.0168375, imax: 179, n: 199 computing farthest point 18, dmax: 0.96849823, imax: 99, n: 199 computing farthest point 19, dmax: 0.89683414, imax: 167, n: 199 computing farthest point 20, dmax: 0.8671223, imax: 30, n: 199 computing farthest point 21, dmax: 0.8647107, imax: 4, n: 199 computing farthest point 22, dmax: 0.82710373, imax: 63, n: 199 computing farthest point 23, dmax: 0.8215966, imax: 160, n: 199 computing farthest point 24, dmax: 0.78999484, imax: 51, n: 199 computing farthest point 25, dmax: 0.78888303, imax: 22, n: 199 computing farthest point 26, dmax: 0.7773842, imax: 78, n: 199 computing farthest point 27, dmax: 0.7643865, imax: 97, n: 199 computing farthest point 28, dmax: 0.7522683, imax: 5, n: 199 computing farthest point 29, dmax: 0.7303876, imax: 85, n: 199 computing farthest point 30, dmax: 0.7050282, imax: 9, n: 199 computing farthest point 31, dmax: 0.69660103, imax: 56, n: 199 computing farthest point 32, dmax: 0.6936078, imax: 42, n: 199 computing farthest point 33, dmax: 0.6770693, imax: 86, n: 199 computing farthest point 34, dmax: 0.6528609, imax: 13, n: 199 computing farthest point 35, dmax: 0.64772457, imax: 62, n: 199 computing farthest point 36, dmax: 0.6221942, imax: 199, n: 199 computing farthest point 37, dmax: 0.6091221, imax: 180, n: 199 computing farthest point 38, dmax: 0.60862243, imax: 126, n: 199 computing farthest point 39, dmax: 0.59768534, imax: 73, n: 199 computing farthest point 40, dmax: 0.594173, imax: 31, n: 199 computing farthest point 41, dmax: 0.5846067, imax: 6, n: 199 computing farthest point 42, dmax: 0.5765054, imax: 69, n: 199 computing farthest point 43, dmax: 0.5753352, imax: 131, n: 199 computing farthest point 44, dmax: 0.567957, imax: 33, n: 199 (n, m, k, length(A.centers), length(C)) = (2226, 292, 44, 44, 41) [ Info: using 32 random queries from the dataset append_items! sp=2992, ep=3008, n=3008, BeamSearch bsize: Int32 2 Δ: Float32 0.9261f0 maxvisits: Int64 328 , 2025-06-06T16:27:14.683 computing farthest point 1, dmax: Inf, imax: 167, n: 227 computing farthest point 2, dmax: 2.655964, imax: 138, n: 227 computing farthest point 3, dmax: 1.984389, imax: 217, n: 227 computing farthest point 4, dmax: 1.9044086, imax: 61, n: 227 computing farthest point 5, dmax: 1.5188375, imax: 148, n: 227 computing farthest point 6, dmax: 1.4822706, imax: 212, n: 227 computing farthest point 7, dmax: 1.4701748, imax: 29, n: 227 computing farthest point 8, dmax: 1.4180495, imax: 144, n: 227 computing farthest point 9, dmax: 1.3851699, imax: 164, n: 227 computing farthest point 10, dmax: 1.1796668, imax: 182, n: 227 computing farthest point 11, dmax: 1.1323606, imax: 180, n: 227 computing farthest point 12, dmax: 1.1258059, imax: 36, n: 227 computing farthest point 13, dmax: 1.1188796, imax: 177, n: 227 computing farthest point 14, dmax: 1.0554509, imax: 31, n: 227 computing farthest point 15, dmax: 1.0256562, imax: 7, n: 227 computing farthest point 16, dmax: 0.9519439, imax: 128, n: 227 computing farthest point 17, dmax: 0.91692185, imax: 16, n: 227 computing farthest point 18, dmax: 0.9107782, imax: 93, n: 227 computing farthest point 19, dmax: 0.9015551, imax: 155, n: 227 computing farthest point 20, dmax: 0.8676132, imax: 94, n: 227 computing farthest point 21, dmax: 0.8014582, imax: 96, n: 227 computing farthest point 22, dmax: 0.7952698, imax: 157, n: 227 computing farthest point 23, dmax: 0.78072524, imax: 133, n: 227 computing farthest point 24, dmax: 0.769484, imax: 80, n: 227 computing farthest point 25, dmax: 0.76911366, imax: 159, n: 227 computing farthest point 26, dmax: 0.7371151, imax: 216, n: 227 computing farthest point 27, dmax: 0.7342023, imax: 1, n: 227 computing farthest point 28, dmax: 0.73254067, imax: 207, n: 227 computing farthest point 29, dmax: 0.7213787, imax: 5, n: 227 computing farthest point 30, dmax: 0.70884913, imax: 3, n: 227 computing farthest point 31, dmax: 0.7057449, imax: 8, n: 227 computing farthest point 32, dmax: 0.7017716, imax: 2, n: 227 computing farthest point 33, dmax: 0.7011177, imax: 194, n: 227 computing farthest point 34, dmax: 0.6689848, imax: 54, n: 227 computing farthest point 35, dmax: 0.655035, imax: 211, n: 227 computing farthest point 36, dmax: 0.6497595, imax: 120, n: 227 computing farthest point 37, dmax: 0.643645, imax: 98, n: 227 computing farthest point 38, dmax: 0.63924843, imax: 78, n: 227 computing farthest point 39, dmax: 0.6312283, imax: 220, n: 227 computing farthest point 40, dmax: 0.62535566, imax: 55, n: 227 computing farthest point 41, dmax: 0.61997116, imax: 46, n: 227 computing farthest point 42, dmax: 0.6063924, imax: 163, n: 227 computing farthest point 43, dmax: 0.5833078, imax: 24, n: 227 computing farthest point 44, dmax: 0.57107085, imax: 204, n: 227 computing farthest point 45, dmax: 0.55392295, imax: 129, n: 227 computing farthest point 46, dmax: 0.5498839, imax: 190, n: 227 (n, m, k, length(A.centers), length(C)) = (3331, 312, 46, 46, 44) [ Info: using 32 random queries from the dataset append_items! sp=3485, ep=3501, n=3501, BeamSearch bsize: Int32 4 Δ: Float32 0.9070295f0 maxvisits: Int64 318 , 2025-06-06T16:27:14.762 computing farthest point 1, dmax: Inf, imax: 31, n: 258 computing farthest point 2, dmax: 2.8071578, imax: 192, n: 258 computing farthest point 3, dmax: 1.9910802, imax: 13, n: 258 computing farthest point 4, dmax: 1.71447, imax: 28, n: 258 computing farthest point 5, dmax: 1.6585441, imax: 52, n: 258 computing farthest point 6, dmax: 1.6436372, imax: 11, n: 258 computing farthest point 7, dmax: 1.6022059, imax: 229, n: 258 computing farthest point 8, dmax: 1.4916506, imax: 248, n: 258 computing farthest point 9, dmax: 1.4296086, imax: 60, n: 258 computing farthest point 10, dmax: 1.3134737, imax: 67, n: 258 computing farthest point 11, dmax: 1.2572632, imax: 196, n: 258 computing farthest point 12, dmax: 1.2281874, imax: 74, n: 258 computing farthest point 13, dmax: 1.1961184, imax: 151, n: 258 computing farthest point 14, dmax: 1.1453898, imax: 81, n: 258 computing farthest point 15, dmax: 1.1361285, imax: 9, n: 258 computing farthest point 16, dmax: 1.071815, imax: 92, n: 258 computing farthest point 17, dmax: 1.0613371, imax: 41, n: 258 computing farthest point 18, dmax: 1.0506899, imax: 6, n: 258 computing farthest point 19, dmax: 0.90546745, imax: 79, n: 258 computing farthest point 20, dmax: 0.86994535, imax: 69, n: 258 computing farthest point 21, dmax: 0.86282396, imax: 12, n: 258 computing farthest point 22, dmax: 0.8512785, imax: 30, n: 258 computing farthest point 23, dmax: 0.8504484, imax: 7, n: 258 computing farthest point 24, dmax: 0.8217463, imax: 25, n: 258 computing farthest point 25, dmax: 0.79345953, imax: 44, n: 258 computing farthest point 26, dmax: 0.7640153, imax: 169, n: 258 computing farthest point 27, dmax: 0.75752413, imax: 4, n: 258 computing farthest point 28, dmax: 0.7480531, imax: 116, n: 258 computing farthest point 29, dmax: 0.72178495, imax: 148, n: 258 computing farthest point 30, dmax: 0.72171587, imax: 165, n: 258 computing farthest point 31, dmax: 0.7039187, imax: 2, n: 258 computing farthest point 32, dmax: 0.6945912, imax: 198, n: 258 computing farthest point 33, dmax: 0.6799671, imax: 125, n: 258 computing farthest point 34, dmax: 0.6668309, imax: 144, n: 258 computing farthest point 35, dmax: 0.6618739, imax: 225, n: 258 computing farthest point 36, dmax: 0.6572161, imax: 96, n: 258 computing farthest point 37, dmax: 0.6428902, imax: 100, n: 258 computing farthest point 38, dmax: 0.6374259, imax: 101, n: 258 computing farthest point 39, dmax: 0.633751, imax: 237, n: 258 computing farthest point 40, dmax: 0.61104995, imax: 47, n: 258 computing farthest point 41, dmax: 0.60784113, imax: 197, n: 258 computing farthest point 42, dmax: 0.60636747, imax: 21, n: 258 computing farthest point 43, dmax: 0.5977515, imax: 85, n: 258 computing farthest point 44, dmax: 0.5967119, imax: 32, n: 258 computing farthest point 45, dmax: 0.5918197, imax: 37, n: 258 computing farthest point 46, dmax: 0.57076544, imax: 29, n: 258 computing farthest point 47, dmax: 0.5649852, imax: 145, n: 258 computing farthest point 48, dmax: 0.5569744, imax: 227, n: 258 (n, m, k, length(A.centers), length(C)) = (4997, 333, 48, 48, 44) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 231, n: 281 computing farthest point 2, dmax: 2.938836, imax: 68, n: 281 computing farthest point 3, dmax: 1.9530334, imax: 46, n: 281 computing farthest point 4, dmax: 1.8625015, imax: 15, n: 281 computing farthest point 5, dmax: 1.8152909, imax: 72, n: 281 computing farthest point 6, dmax: 1.7399869, imax: 112, n: 281 computing farthest point 7, dmax: 1.4990325, imax: 260, n: 281 computing farthest point 8, dmax: 1.4507462, imax: 261, n: 281 computing farthest point 9, dmax: 1.4412348, imax: 183, n: 281 computing farthest point 10, dmax: 1.3079863, imax: 45, n: 281 computing farthest point 11, dmax: 1.2903084, imax: 21, n: 281 computing farthest point 12, dmax: 1.2429203, imax: 33, n: 281 computing farthest point 13, dmax: 1.1723633, imax: 171, n: 281 computing farthest point 14, dmax: 1.129002, imax: 73, n: 281 computing farthest point 15, dmax: 1.1120067, imax: 1, n: 281 computing farthest point 16, dmax: 1.1098422, imax: 220, n: 281 computing farthest point 17, dmax: 1.0813344, imax: 49, n: 281 computing farthest point 18, dmax: 1.0314264, imax: 4, n: 281 computing farthest point 19, dmax: 0.9457476, imax: 19, n: 281 computing farthest point 20, dmax: 0.8933386, imax: 115, n: 281 computing farthest point 21, dmax: 0.86462, imax: 75, n: 281 computing farthest point 22, dmax: 0.84548885, imax: 162, n: 281 computing farthest point 23, dmax: 0.82907593, imax: 141, n: 281 computing farthest point 24, dmax: 0.82162243, imax: 50, n: 281 computing farthest point 25, dmax: 0.81998396, imax: 196, n: 281 computing farthest point 26, dmax: 0.8150707, imax: 223, n: 281 computing farthest point 27, dmax: 0.806338, imax: 134, n: 281 computing farthest point 28, dmax: 0.76344657, imax: 11, n: 281 computing farthest point 29, dmax: 0.75868165, imax: 23, n: 281 computing farthest point 30, dmax: 0.7571713, imax: 167, n: 281 computing farthest point 31, dmax: 0.75084424, imax: 181, n: 281 computing farthest point 32, dmax: 0.73404527, imax: 52, n: 281 computing farthest point 33, dmax: 0.7169955, imax: 102, n: 281 computing farthest point 34, dmax: 0.7124515, imax: 184, n: 281 computing farthest point 35, dmax: 0.6942266, imax: 190, n: 281 computing farthest point 36, dmax: 0.67301834, imax: 96, n: 281 computing farthest point 37, dmax: 0.6658296, imax: 216, n: 281 computing farthest point 38, dmax: 0.66522443, imax: 192, n: 281 computing farthest point 39, dmax: 0.66317385, imax: 207, n: 281 computing farthest point 40, dmax: 0.6505338, imax: 230, n: 281 computing farthest point 41, dmax: 0.6331318, imax: 168, n: 281 computing farthest point 42, dmax: 0.6328414, imax: 103, n: 281 computing farthest point 43, dmax: 0.61559564, imax: 210, n: 281 computing farthest point 44, dmax: 0.61312443, imax: 195, n: 281 computing farthest point 45, dmax: 0.60163826, imax: 128, n: 281 computing farthest point 46, dmax: 0.59654695, imax: 12, n: 281 computing farthest point 47, dmax: 0.59464866, imax: 243, n: 281 computing farthest point 48, dmax: 0.58489454, imax: 198, n: 281 computing farthest point 49, dmax: 0.5779021, imax: 101, n: 281 computing farthest point 50, dmax: 0.5779006, imax: 148, n: 281 (n, m, k, length(A.centers), length(C)) = (7496, 354, 50, 50, 45) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 150, n: 274 computing farthest point 2, dmax: 2.5688014, imax: 7, n: 274 computing farthest point 3, dmax: 2.005941, imax: 121, n: 274 computing farthest point 4, dmax: 1.771977, imax: 30, n: 274 computing farthest point 5, dmax: 1.7665219, imax: 43, n: 274 computing farthest point 6, dmax: 1.4654282, imax: 5, n: 274 computing farthest point 7, dmax: 1.4568912, imax: 10, n: 274 computing farthest point 8, dmax: 1.4427651, imax: 71, n: 274 computing farthest point 9, dmax: 1.3620005, imax: 22, n: 274 computing farthest point 10, dmax: 1.1880825, imax: 240, n: 274 computing farthest point 11, dmax: 1.1812596, imax: 195, n: 274 computing farthest point 12, dmax: 1.1470637, imax: 163, n: 274 computing farthest point 13, dmax: 1.124746, imax: 172, n: 274 computing farthest point 14, dmax: 1.0638013, imax: 211, n: 274 computing farthest point 15, dmax: 1.0590547, imax: 9, n: 274 computing farthest point 16, dmax: 1.0588981, imax: 171, n: 274 computing farthest point 17, dmax: 1.0031923, imax: 38, n: 274 computing farthest point 18, dmax: 0.9650542, imax: 47, n: 274 computing farthest point 19, dmax: 0.87661594, imax: 20, n: 274 computing farthest point 20, dmax: 0.8669231, imax: 52, n: 274 computing farthest point 21, dmax: 0.8197495, imax: 221, n: 274 computing farthest point 22, dmax: 0.819177, imax: 264, n: 274 computing farthest point 23, dmax: 0.81777394, imax: 102, n: 274 computing farthest point 24, dmax: 0.8086893, imax: 56, n: 274 computing farthest point 25, dmax: 0.8084197, imax: 151, n: 274 computing farthest point 26, dmax: 0.79725933, imax: 74, n: 274 computing farthest point 27, dmax: 0.79215276, imax: 115, n: 274 computing farthest point 28, dmax: 0.79204386, imax: 65, n: 274 computing farthest point 29, dmax: 0.7816964, imax: 196, n: 274 computing farthest point 30, dmax: 0.71796304, imax: 165, n: 274 computing farthest point 31, dmax: 0.71191984, imax: 142, n: 274 computing farthest point 32, dmax: 0.7089225, imax: 234, n: 274 computing farthest point 33, dmax: 0.70715034, imax: 34, n: 274 computing farthest point 34, dmax: 0.7039703, imax: 77, n: 274 computing farthest point 35, dmax: 0.70059943, imax: 202, n: 274 computing farthest point 36, dmax: 0.66662854, imax: 220, n: 274 computing farthest point 37, dmax: 0.6577671, imax: 180, n: 274 computing farthest point 38, dmax: 0.6521114, imax: 147, n: 274 computing farthest point 39, dmax: 0.6518443, imax: 48, n: 274 computing farthest point 40, dmax: 0.64098215, imax: 233, n: 274 computing farthest point 41, dmax: 0.63737345, imax: 253, n: 274 computing farthest point 42, dmax: 0.62975425, imax: 194, n: 274 computing farthest point 43, dmax: 0.6165053, imax: 247, n: 274 computing farthest point 44, dmax: 0.6101151, imax: 19, n: 274 computing farthest point 45, dmax: 0.5978164, imax: 190, n: 274 computing farthest point 46, dmax: 0.59699506, imax: 54, n: 274 computing farthest point 47, dmax: 0.5840688, imax: 219, n: 274 computing farthest point 48, dmax: 0.58214074, imax: 126, n: 274 computing farthest point 49, dmax: 0.57043177, imax: 107, n: 274 computing farthest point 50, dmax: 0.5686011, imax: 181, n: 274 computing farthest point 51, dmax: 0.5659203, imax: 157, n: 274 computing farthest point 52, dmax: 0.5627602, imax: 175, n: 274 computing farthest point 53, dmax: 0.5604955, imax: 192, n: 274 (n, m, k, length(A.centers), length(C)) = (11236, 386, 53, 53, 48) [ Info: using 32 random queries from the dataset append_items! sp=11985, ep=12001, n=12001, BeamSearch bsize: Int32 4 Δ: Float32 0.8f0 maxvisits: Int64 348 , 2025-06-06T16:27:15.219 append_items! sp=12240, ep=12256, n=12256, BeamSearch bsize: Int32 4 Δ: Float32 0.8f0 maxvisits: Int64 348 , 2025-06-06T16:27:15.225 append_items! sp=12529, ep=12545, n=12545, BeamSearch bsize: Int32 4 Δ: Float32 0.8f0 maxvisits: Int64 348 , 2025-06-06T16:27:15.233 append_items! sp=15062, ep=15078, n=15078, BeamSearch bsize: Int32 4 Δ: Float32 0.8f0 maxvisits: Int64 348 , 2025-06-06T16:27:15.302 computing farthest point 1, dmax: Inf, imax: 5, n: 304 computing farthest point 2, dmax: 3.2772362, imax: 101, n: 304 computing farthest point 3, dmax: 2.3293252, imax: 32, n: 304 computing farthest point 4, dmax: 1.8876301, imax: 9, n: 304 computing farthest point 5, dmax: 1.6655978, imax: 142, n: 304 computing farthest point 6, dmax: 1.5677485, imax: 20, n: 304 computing farthest point 7, dmax: 1.5474513, imax: 36, n: 304 computing farthest point 8, dmax: 1.4553705, imax: 267, n: 304 computing farthest point 9, dmax: 1.3504632, imax: 208, n: 304 computing farthest point 10, dmax: 1.2843966, imax: 23, n: 304 computing farthest point 11, dmax: 1.2827107, imax: 178, n: 304 computing farthest point 12, dmax: 1.2410694, imax: 110, n: 304 computing farthest point 13, dmax: 1.2390833, imax: 183, n: 304 computing farthest point 14, dmax: 1.1577408, imax: 271, n: 304 computing farthest point 15, dmax: 1.1284208, imax: 238, n: 304 computing farthest point 16, dmax: 1.121841, imax: 214, n: 304 computing farthest point 17, dmax: 1.0959202, imax: 7, n: 304 computing farthest point 18, dmax: 1.0652071, imax: 53, n: 304 computing farthest point 19, dmax: 1.0549986, imax: 17, n: 304 computing farthest point 20, dmax: 0.9887003, imax: 28, n: 304 computing farthest point 21, dmax: 0.97486424, imax: 210, n: 304 computing farthest point 22, dmax: 0.9135529, imax: 41, n: 304 computing farthest point 23, dmax: 0.90982276, imax: 230, n: 304 computing farthest point 24, dmax: 0.8813317, imax: 47, n: 304 computing farthest point 25, dmax: 0.8684942, imax: 29, n: 304 computing farthest point 26, dmax: 0.86103314, imax: 302, n: 304 computing farthest point 27, dmax: 0.83655226, imax: 303, n: 304 computing farthest point 28, dmax: 0.8249408, imax: 81, n: 304 computing farthest point 29, dmax: 0.78890544, imax: 122, n: 304 computing farthest point 30, dmax: 0.76359254, imax: 90, n: 304 computing farthest point 31, dmax: 0.73721015, imax: 12, n: 304 computing farthest point 32, dmax: 0.7330003, imax: 227, n: 304 computing farthest point 33, dmax: 0.7282276, imax: 297, n: 304 computing farthest point 34, dmax: 0.72599125, imax: 73, n: 304 computing farthest point 35, dmax: 0.7107766, imax: 56, n: 304 computing farthest point 36, dmax: 0.6978792, imax: 197, n: 304 computing farthest point 37, dmax: 0.6968772, imax: 64, n: 304 computing farthest point 38, dmax: 0.6903696, imax: 233, n: 304 computing farthest point 39, dmax: 0.68927085, imax: 220, n: 304 computing farthest point 40, dmax: 0.6864795, imax: 111, n: 304 computing farthest point 41, dmax: 0.66566634, imax: 145, n: 304 computing farthest point 42, dmax: 0.65867794, imax: 126, n: 304 computing farthest point 43, dmax: 0.63690865, imax: 300, n: 304 computing farthest point 44, dmax: 0.62440354, imax: 14, n: 304 computing farthest point 45, dmax: 0.6229171, imax: 19, n: 304 computing farthest point 46, dmax: 0.62136453, imax: 186, n: 304 computing farthest point 47, dmax: 0.6129347, imax: 152, n: 304 computing farthest point 48, dmax: 0.60657007, imax: 277, n: 304 computing farthest point 49, dmax: 0.60498273, imax: 10, n: 304 computing farthest point 50, dmax: 0.58656657, imax: 69, n: 304 computing farthest point 51, dmax: 0.5850216, imax: 39, n: 304 computing farthest point 52, dmax: 0.57782596, imax: 284, n: 304 computing farthest point 53, dmax: 0.5768376, imax: 141, n: 304 computing farthest point 54, dmax: 0.5627575, imax: 150, n: 304 computing farthest point 55, dmax: 0.5593653, imax: 249, n: 304 (n, m, k, length(A.centers), length(C)) = (16846, 408, 55, 55, 50) [ Info: using 32 random queries from the dataset append_items! sp=23579, ep=23595, n=23595, BeamSearch bsize: Int32 4 Δ: Float32 0.8095238f0 maxvisits: Int64 422 , 2025-06-06T16:27:15.702 append_items! sp=24293, ep=24309, n=24309, BeamSearch bsize: Int32 4 Δ: Float32 0.8095238f0 maxvisits: Int64 422 , 2025-06-06T16:27:15.728 append_items! sp=25109, ep=25125, n=25125, BeamSearch bsize: Int32 4 Δ: Float32 0.8095238f0 maxvisits: Int64 422 , 2025-06-06T16:27:15.758 computing farthest point 1, dmax: Inf, imax: 91, n: 332 computing farthest point 2, dmax: 2.6271913, imax: 93, n: 332 computing farthest point 3, dmax: 2.0216253, imax: 11, n: 332 computing farthest point 4, dmax: 1.6394051, imax: 301, n: 332 computing farthest point 5, dmax: 1.6207114, imax: 48, n: 332 computing farthest point 6, dmax: 1.5469047, imax: 2, n: 332 computing farthest point 7, dmax: 1.4812706, imax: 25, n: 332 computing farthest point 8, dmax: 1.4773871, imax: 159, n: 332 computing farthest point 9, dmax: 1.4187013, imax: 39, n: 332 computing farthest point 10, dmax: 1.2832733, imax: 167, n: 332 computing farthest point 11, dmax: 1.239914, imax: 252, n: 332 computing farthest point 12, dmax: 1.2150927, imax: 52, n: 332 computing farthest point 13, dmax: 1.1429044, imax: 281, n: 332 computing farthest point 14, dmax: 1.105624, imax: 178, n: 332 computing farthest point 15, dmax: 1.0645018, imax: 144, n: 332 computing farthest point 16, dmax: 1.0625181, imax: 266, n: 332 computing farthest point 17, dmax: 1.0266558, imax: 156, n: 332 computing farthest point 18, dmax: 1.0203521, imax: 154, n: 332 computing farthest point 19, dmax: 1.0085295, imax: 138, n: 332 computing farthest point 20, dmax: 0.9487564, imax: 132, n: 332 computing farthest point 21, dmax: 0.9377724, imax: 128, n: 332 computing farthest point 22, dmax: 0.91748756, imax: 179, n: 332 computing farthest point 23, dmax: 0.9167391, imax: 319, n: 332 computing farthest point 24, dmax: 0.89684004, imax: 287, n: 332 computing farthest point 25, dmax: 0.8951264, imax: 237, n: 332 computing farthest point 26, dmax: 0.8181273, imax: 1, n: 332 computing farthest point 27, dmax: 0.8070237, imax: 99, n: 332 computing farthest point 28, dmax: 0.8041231, imax: 42, n: 332 computing farthest point 29, dmax: 0.8022195, imax: 41, n: 332 computing farthest point 30, dmax: 0.79617625, imax: 286, n: 332 computing farthest point 31, dmax: 0.7917038, imax: 202, n: 332 computing farthest point 32, dmax: 0.7838118, imax: 28, n: 332 computing farthest point 33, dmax: 0.7769245, imax: 157, n: 332 computing farthest point 34, dmax: 0.7753481, imax: 23, n: 332 computing farthest point 35, dmax: 0.76808035, imax: 64, n: 332 computing farthest point 36, dmax: 0.7471736, imax: 33, n: 332 computing farthest point 37, dmax: 0.7373774, imax: 140, n: 332 computing farthest point 38, dmax: 0.71211696, imax: 284, n: 332 computing farthest point 39, dmax: 0.70352304, imax: 174, n: 332 computing farthest point 40, dmax: 0.68615794, imax: 173, n: 332 computing farthest point 41, dmax: 0.6732357, imax: 151, n: 332 computing farthest point 42, dmax: 0.6535807, imax: 258, n: 332 computing farthest point 43, dmax: 0.6465318, imax: 112, n: 332 computing farthest point 44, dmax: 0.6457809, imax: 9, n: 332 computing farthest point 45, dmax: 0.63925093, imax: 302, n: 332 computing farthest point 46, dmax: 0.62797177, imax: 255, n: 332 computing farthest point 47, dmax: 0.61822087, imax: 242, n: 332 computing farthest point 48, dmax: 0.6174342, imax: 15, n: 332 computing farthest point 49, dmax: 0.6118895, imax: 117, n: 332 computing farthest point 50, dmax: 0.6014211, imax: 216, n: 332 computing farthest point 51, dmax: 0.5903458, imax: 29, n: 332 computing farthest point 52, dmax: 0.58900934, imax: 137, n: 332 computing farthest point 53, dmax: 0.5881923, imax: 191, n: 332 computing farthest point 54, dmax: 0.5753833, imax: 232, n: 332 computing farthest point 55, dmax: 0.56843513, imax: 113, n: 332 computing farthest point 56, dmax: 0.5646484, imax: 103, n: 332 computing farthest point 57, dmax: 0.5621461, imax: 18, n: 332 (n, m, k, length(A.centers), length(C)) = (25261, 431, 57, 57, 51) [ Info: using 32 random queries from the dataset append_items! sp=25415, ep=25431, n=25431, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:15.897 append_items! sp=26979, ep=26995, n=26995, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:15.944 append_items! sp=29614, ep=29630, n=29630, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:16.048 append_items! sp=29716, ep=29732, n=29732, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:16.051 append_items! sp=30209, ep=30225, n=30225, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:16.067 append_items! sp=31076, ep=31092, n=31092, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:16.096 append_items! sp=32436, ep=32452, n=32452, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:16.140 append_items! sp=37468, ep=37484, n=37484, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:16.344 append_items! sp=37638, ep=37654, n=37654, BeamSearch bsize: Int32 2 Δ: Float32 0.81f0 maxvisits: Int64 368 , 2025-06-06T16:27:16.351 computing farthest point 1, dmax: Inf, imax: 26, n: 354 computing farthest point 2, dmax: 2.9715524, imax: 269, n: 354 computing farthest point 3, dmax: 2.0292683, imax: 31, n: 354 computing farthest point 4, dmax: 1.8787459, imax: 7, n: 354 computing farthest point 5, dmax: 1.779219, imax: 265, n: 354 computing farthest point 6, dmax: 1.7379656, imax: 96, n: 354 computing farthest point 7, dmax: 1.6312038, imax: 161, n: 354 computing farthest point 8, dmax: 1.4650803, imax: 16, n: 354 computing farthest point 9, dmax: 1.4208686, imax: 25, n: 354 computing farthest point 10, dmax: 1.413992, imax: 283, n: 354 computing farthest point 11, dmax: 1.390563, imax: 142, n: 354 computing farthest point 12, dmax: 1.2459735, imax: 18, n: 354 computing farthest point 13, dmax: 1.2337854, imax: 320, n: 354 computing farthest point 14, dmax: 1.2118605, imax: 97, n: 354 computing farthest point 15, dmax: 1.1734089, imax: 303, n: 354 computing farthest point 16, dmax: 1.1673788, imax: 274, n: 354 computing farthest point 17, dmax: 1.164468, imax: 255, n: 354 computing farthest point 18, dmax: 1.0453435, imax: 124, n: 354 computing farthest point 19, dmax: 1.0250864, imax: 236, n: 354 computing farthest point 20, dmax: 1.0232556, imax: 156, n: 354 computing farthest point 21, dmax: 1.0214022, imax: 323, n: 354 computing farthest point 22, dmax: 1.0185474, imax: 1, n: 354 computing farthest point 23, dmax: 0.95008564, imax: 209, n: 354 computing farthest point 24, dmax: 0.9162575, imax: 15, n: 354 computing farthest point 25, dmax: 0.8715317, imax: 61, n: 354 computing farthest point 26, dmax: 0.8357376, imax: 44, n: 354 computing farthest point 27, dmax: 0.8294964, imax: 212, n: 354 computing farthest point 28, dmax: 0.8074575, imax: 104, n: 354 computing farthest point 29, dmax: 0.79671717, imax: 101, n: 354 computing farthest point 30, dmax: 0.7895141, imax: 249, n: 354 computing farthest point 31, dmax: 0.784015, imax: 102, n: 354 computing farthest point 32, dmax: 0.7809975, imax: 95, n: 354 computing farthest point 33, dmax: 0.7678138, imax: 138, n: 354 computing farthest point 34, dmax: 0.7597138, imax: 133, n: 354 computing farthest point 35, dmax: 0.7470473, imax: 14, n: 354 computing farthest point 36, dmax: 0.74339527, imax: 298, n: 354 computing farthest point 37, dmax: 0.7370785, imax: 228, n: 354 computing farthest point 38, dmax: 0.73405874, imax: 180, n: 354 computing farthest point 39, dmax: 0.7252935, imax: 38, n: 354 computing farthest point 40, dmax: 0.7084589, imax: 24, n: 354 computing farthest point 41, dmax: 0.7077248, imax: 5, n: 354 computing farthest point 42, dmax: 0.7052878, imax: 302, n: 354 computing farthest point 43, dmax: 0.6902541, imax: 69, n: 354 computing farthest point 44, dmax: 0.6773185, imax: 49, n: 354 computing farthest point 45, dmax: 0.65174496, imax: 234, n: 354 computing farthest point 46, dmax: 0.6439086, imax: 13, n: 354 computing farthest point 47, dmax: 0.6434044, imax: 3, n: 354 computing farthest point 48, dmax: 0.62358797, imax: 122, n: 354 computing farthest point 49, dmax: 0.62002754, imax: 62, n: 354 computing farthest point 50, dmax: 0.60978633, imax: 89, n: 354 computing farthest point 51, dmax: 0.60646397, imax: 282, n: 354 computing farthest point 52, dmax: 0.59784526, imax: 328, n: 354 computing farthest point 53, dmax: 0.59546316, imax: 305, n: 354 computing farthest point 54, dmax: 0.59089035, imax: 264, n: 354 computing farthest point 55, dmax: 0.5884609, imax: 176, n: 354 computing farthest point 56, dmax: 0.5871282, imax: 125, n: 354 computing farthest point 57, dmax: 0.5806706, imax: 174, n: 354 computing farthest point 58, dmax: 0.57325435, imax: 263, n: 354 computing farthest point 59, dmax: 0.57180506, imax: 103, n: 354 (n, m, k, length(A.centers), length(C)) = (37892, 454, 59, 59, 58) [ Info: using 32 random queries from the dataset append_items! sp=41140, ep=41156, n=41156, BeamSearch bsize: Int32 7 Δ: Float32 0.8571428f0 maxvisits: Int64 516 , 2025-06-06T16:27:16.666 append_items! sp=44115, ep=44131, n=44131, BeamSearch bsize: Int32 7 Δ: Float32 0.8571428f0 maxvisits: Int64 516 , 2025-06-06T16:27:16.832 append_items! sp=44336, ep=44352, n=44352, BeamSearch bsize: Int32 7 Δ: Float32 0.8571428f0 maxvisits: Int64 516 , 2025-06-06T16:27:16.845 append_items! sp=50626, ep=50642, n=50642, BeamSearch bsize: Int32 7 Δ: Float32 0.8571428f0 maxvisits: Int64 516 , 2025-06-06T16:27:17.205 append_items! sp=51051, ep=51067, n=51067, BeamSearch bsize: Int32 7 Δ: Float32 0.8571428f0 maxvisits: Int64 516 , 2025-06-06T16:27:17.230 append_items! sp=51255, ep=51271, n=51271, BeamSearch bsize: Int32 7 Δ: Float32 0.8571428f0 maxvisits: Int64 516 , 2025-06-06T16:27:17.242 append_items! sp=53295, ep=53311, n=53311, BeamSearch bsize: Int32 7 Δ: Float32 0.8571428f0 maxvisits: Int64 516 , 2025-06-06T16:27:17.364 append_items! sp=54077, ep=54093, n=54093, BeamSearch bsize: Int32 7 Δ: Float32 0.8571428f0 maxvisits: Int64 516 , 2025-06-06T16:27:17.414 computing farthest point 1, dmax: Inf, imax: 197, n: 361 computing farthest point 2, dmax: 2.9501133, imax: 187, n: 361 computing farthest point 3, dmax: 2.240237, imax: 196, n: 361 computing farthest point 4, dmax: 1.8471303, imax: 102, n: 361 computing farthest point 5, dmax: 1.7057767, imax: 140, n: 361 computing farthest point 6, dmax: 1.6424233, imax: 63, n: 361 computing farthest point 7, dmax: 1.6034815, imax: 2, n: 361 computing farthest point 8, dmax: 1.5676988, imax: 206, n: 361 computing farthest point 9, dmax: 1.4991915, imax: 87, n: 361 computing farthest point 10, dmax: 1.4089079, imax: 16, n: 361 computing farthest point 11, dmax: 1.3464249, imax: 234, n: 361 computing farthest point 12, dmax: 1.330517, imax: 201, n: 361 computing farthest point 13, dmax: 1.2948773, imax: 131, n: 361 computing farthest point 14, dmax: 1.2651815, imax: 273, n: 361 computing farthest point 15, dmax: 1.1496705, imax: 157, n: 361 computing farthest point 16, dmax: 1.0638776, imax: 103, n: 361 computing farthest point 17, dmax: 1.0425277, imax: 47, n: 361 computing farthest point 18, dmax: 1.0158701, imax: 86, n: 361 computing farthest point 19, dmax: 0.97661746, imax: 36, n: 361 computing farthest point 20, dmax: 0.9728885, imax: 224, n: 361 computing farthest point 21, dmax: 0.9675536, imax: 123, n: 361 computing farthest point 22, dmax: 0.9121366, imax: 258, n: 361 computing farthest point 23, dmax: 0.89815724, imax: 46, n: 361 computing farthest point 24, dmax: 0.89454377, imax: 169, n: 361 computing farthest point 25, dmax: 0.86296153, imax: 347, n: 361 computing farthest point 26, dmax: 0.8542508, imax: 168, n: 361 computing farthest point 27, dmax: 0.8461961, imax: 56, n: 361 computing farthest point 28, dmax: 0.81659704, imax: 183, n: 361 computing farthest point 29, dmax: 0.80765307, imax: 342, n: 361 computing farthest point 30, dmax: 0.79857916, imax: 111, n: 361 computing farthest point 31, dmax: 0.7839027, imax: 43, n: 361 computing farthest point 32, dmax: 0.7705639, imax: 20, n: 361 computing farthest point 33, dmax: 0.7557045, imax: 85, n: 361 computing farthest point 34, dmax: 0.75521654, imax: 339, n: 361 computing farthest point 35, dmax: 0.74110484, imax: 277, n: 361 computing farthest point 36, dmax: 0.71893144, imax: 323, n: 361 computing farthest point 37, dmax: 0.70367986, imax: 17, n: 361 computing farthest point 38, dmax: 0.69473916, imax: 58, n: 361 computing farthest point 39, dmax: 0.68803406, imax: 10, n: 361 computing farthest point 40, dmax: 0.6836051, imax: 57, n: 361 computing farthest point 41, dmax: 0.67956734, imax: 202, n: 361 computing farthest point 42, dmax: 0.67304134, imax: 355, n: 361 computing farthest point 43, dmax: 0.6729841, imax: 266, n: 361 computing farthest point 44, dmax: 0.66017914, imax: 278, n: 361 computing farthest point 45, dmax: 0.6591244, imax: 106, n: 361 computing farthest point 46, dmax: 0.65532213, imax: 54, n: 361 computing farthest point 47, dmax: 0.65050125, imax: 255, n: 361 computing farthest point 48, dmax: 0.64238936, imax: 18, n: 361 computing farthest point 49, dmax: 0.63652587, imax: 194, n: 361 computing farthest point 50, dmax: 0.63001424, imax: 188, n: 361 computing farthest point 51, dmax: 0.6244761, imax: 29, n: 361 computing farthest point 52, dmax: 0.6240977, imax: 160, n: 361 computing farthest point 53, dmax: 0.6222306, imax: 73, n: 361 computing farthest point 54, dmax: 0.6051398, imax: 341, n: 361 computing farthest point 55, dmax: 0.60110706, imax: 22, n: 361 computing farthest point 56, dmax: 0.59236985, imax: 146, n: 361 computing farthest point 57, dmax: 0.587086, imax: 120, n: 361 computing farthest point 58, dmax: 0.5769627, imax: 72, n: 361 computing farthest point 59, dmax: 0.57369953, imax: 272, n: 361 computing farthest point 60, dmax: 0.565832, imax: 358, n: 361 computing farthest point 61, dmax: 0.56029207, imax: 34, n: 361 computing farthest point 62, dmax: 0.5571979, imax: 230, n: 361 (n, m, k, length(A.centers), length(C)) = (56830, 489, 62, 62, 57) [ Info: using 32 random queries from the dataset append_items! sp=58225, ep=58241, n=58241, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:17.870 append_items! sp=61727, ep=61743, n=61743, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.059 append_items! sp=64464, ep=64480, n=64480, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.206 append_items! sp=66147, ep=66163, n=66163, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.296 append_items! sp=66708, ep=66724, n=66724, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.326 append_items! sp=66844, ep=66860, n=66860, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.334 append_items! sp=67473, ep=67489, n=67489, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.369 append_items! sp=68884, ep=68900, n=68900, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.449 append_items! sp=71111, ep=71127, n=71127, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.583 append_items! sp=72437, ep=72453, n=72453, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.660 append_items! sp=73644, ep=73660, n=73660, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.731 append_items! sp=73780, ep=73796, n=73796, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:18.739 append_items! sp=78285, ep=78301, n=78301, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:19.001 append_items! sp=81294, ep=81310, n=81310, BeamSearch bsize: Int32 3 Δ: Float32 0.9142857f0 maxvisits: Int64 490 , 2025-06-06T16:27:19.187 computing farthest point 1, dmax: Inf, imax: 148, n: 387 computing farthest point 2, dmax: 3.477929, imax: 226, n: 387 computing farthest point 3, dmax: 2.4777894, imax: 33, n: 387 computing farthest point 4, dmax: 2.4095533, imax: 64, n: 387 computing farthest point 5, dmax: 2.093511, imax: 256, n: 387 computing farthest point 6, dmax: 1.7155267, imax: 25, n: 387 computing farthest point 7, dmax: 1.6207169, imax: 96, n: 387 computing farthest point 8, dmax: 1.5286233, imax: 278, n: 387 computing farthest point 9, dmax: 1.5111637, imax: 322, n: 387 computing farthest point 10, dmax: 1.4755354, imax: 138, n: 387 computing farthest point 11, dmax: 1.3349426, imax: 32, n: 387 computing farthest point 12, dmax: 1.3161657, imax: 198, n: 387 computing farthest point 13, dmax: 1.2571555, imax: 175, n: 387 computing farthest point 14, dmax: 1.2007719, imax: 199, n: 387 computing farthest point 15, dmax: 1.1572175, imax: 41, n: 387 computing farthest point 16, dmax: 1.1542561, imax: 243, n: 387 computing farthest point 17, dmax: 1.0483799, imax: 140, n: 387 computing farthest point 18, dmax: 1.027771, imax: 134, n: 387 computing farthest point 19, dmax: 1.0259085, imax: 289, n: 387 computing farthest point 20, dmax: 0.9765055, imax: 5, n: 387 computing farthest point 21, dmax: 0.96511745, imax: 357, n: 387 computing farthest point 22, dmax: 0.93033826, imax: 217, n: 387 computing farthest point 23, dmax: 0.9212226, imax: 274, n: 387 computing farthest point 24, dmax: 0.8732866, imax: 113, n: 387 computing farthest point 25, dmax: 0.8596206, imax: 61, n: 387 computing farthest point 26, dmax: 0.8572967, imax: 327, n: 387 computing farthest point 27, dmax: 0.8302292, imax: 46, n: 387 computing farthest point 28, dmax: 0.8291245, imax: 222, n: 387 computing farthest point 29, dmax: 0.82786244, imax: 227, n: 387 computing farthest point 30, dmax: 0.8115075, imax: 1, n: 387 computing farthest point 31, dmax: 0.80474716, imax: 307, n: 387 computing farthest point 32, dmax: 0.80389434, imax: 328, n: 387 computing farthest point 33, dmax: 0.77596235, imax: 8, n: 387 computing farthest point 34, dmax: 0.7345354, imax: 179, n: 387 computing farthest point 35, dmax: 0.7326002, imax: 42, n: 387 computing farthest point 36, dmax: 0.71469885, imax: 203, n: 387 computing farthest point 37, dmax: 0.7097635, imax: 59, n: 387 computing farthest point 38, dmax: 0.70197797, imax: 344, n: 387 computing farthest point 39, dmax: 0.6895045, imax: 132, n: 387 computing farthest point 40, dmax: 0.68908596, imax: 100, n: 387 computing farthest point 41, dmax: 0.67654836, imax: 193, n: 387 computing farthest point 42, dmax: 0.6749798, imax: 21, n: 387 computing farthest point 43, dmax: 0.6705831, imax: 2, n: 387 computing farthest point 44, dmax: 0.6551802, imax: 268, n: 387 computing farthest point 45, dmax: 0.6532286, imax: 325, n: 387 computing farthest point 46, dmax: 0.64035493, imax: 204, n: 387 computing farthest point 47, dmax: 0.63851947, imax: 129, n: 387 computing farthest point 48, dmax: 0.63784754, imax: 383, n: 387 computing farthest point 49, dmax: 0.63764304, imax: 106, n: 387 computing farthest point 50, dmax: 0.6336209, imax: 247, n: 387 computing farthest point 51, dmax: 0.6323586, imax: 163, n: 387 computing farthest point 52, dmax: 0.6127125, imax: 19, n: 387 computing farthest point 53, dmax: 0.606023, imax: 301, n: 387 computing farthest point 54, dmax: 0.58759683, imax: 183, n: 387 computing farthest point 55, dmax: 0.5855828, imax: 49, n: 387 computing farthest point 56, dmax: 0.5804135, imax: 317, n: 387 computing farthest point 57, dmax: 0.5796187, imax: 54, n: 387 computing farthest point 58, dmax: 0.5793323, imax: 11, n: 387 computing farthest point 59, dmax: 0.568898, imax: 35, n: 387 computing farthest point 60, dmax: 0.5669638, imax: 207, n: 387 computing farthest point 61, dmax: 0.5517722, imax: 253, n: 387 computing farthest point 62, dmax: 0.5500795, imax: 386, n: 387 computing farthest point 63, dmax: 0.5493599, imax: 14, n: 387 computing farthest point 64, dmax: 0.549309, imax: 382, n: 387 (n, m, k, length(A.centers), length(C)) = (85237, 512, 64, 64, 58) [ Info: using 32 random queries from the dataset append_items! sp=86836, ep=86852, n=86852, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:19.811 append_items! sp=86938, ep=86954, n=86954, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:19.817 append_items! sp=88485, ep=88501, n=88501, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:19.909 append_items! sp=88791, ep=88807, n=88807, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:19.928 append_items! sp=93636, ep=93652, n=93652, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:20.233 append_items! sp=95625, ep=95641, n=95641, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:20.363 append_items! sp=95880, ep=95896, n=95896, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:20.379 append_items! sp=96985, ep=97001, n=97001, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:20.446 append_items! sp=99807, ep=99823, n=99823, BeamSearch bsize: Int32 3 Δ: Float32 0.8571428f0 maxvisits: Int64 494 , 2025-06-06T16:27:20.616 [ Info: using 100 given as hyperparameter [ Info: ("testing without additional optimizations: queries per second:", 104.55297761218695, ", recall: ", 0.907) ┌ Info: BeamSearch │ bsize: Int32 3 │ Δ: Float32 1.05f0 └ maxvisits: Int64 628 computing farthest point 1, dmax: Inf, imax: 195, n: 384 computing farthest point 2, dmax: 2.9553545, imax: 31, n: 384 computing farthest point 3, dmax: 2.3116758, imax: 135, n: 384 computing farthest point 4, dmax: 1.7218219, imax: 235, n: 384 computing farthest point 5, dmax: 1.6162657, imax: 117, n: 384 computing farthest point 6, dmax: 1.4973271, imax: 375, n: 384 computing farthest point 7, dmax: 1.4648167, imax: 72, n: 384 computing farthest point 8, dmax: 1.398926, imax: 70, n: 384 computing farthest point 9, dmax: 1.3989052, imax: 321, n: 384 computing farthest point 10, dmax: 1.3925488, imax: 288, n: 384 computing farthest point 11, dmax: 1.2486969, imax: 354, n: 384 computing farthest point 12, dmax: 1.1848142, imax: 112, n: 384 computing farthest point 13, dmax: 1.1169366, imax: 47, n: 384 computing farthest point 14, dmax: 1.0189129, imax: 248, n: 384 computing farthest point 15, dmax: 1.0104512, imax: 155, n: 384 computing farthest point 16, dmax: 1.0038432, imax: 158, n: 384 computing farthest point 17, dmax: 0.96666753, imax: 146, n: 384 computing farthest point 18, dmax: 0.9470522, imax: 181, n: 384 computing farthest point 19, dmax: 0.9449616, imax: 300, n: 384 computing farthest point 20, dmax: 0.9392035, imax: 327, n: 384 computing farthest point 21, dmax: 0.87928075, imax: 141, n: 384 computing farthest point 22, dmax: 0.83466655, imax: 339, n: 384 computing farthest point 23, dmax: 0.8165383, imax: 86, n: 384 computing farthest point 24, dmax: 0.79746634, imax: 218, n: 384 computing farthest point 25, dmax: 0.78729177, imax: 84, n: 384 computing farthest point 26, dmax: 0.7833177, imax: 105, n: 384 computing farthest point 27, dmax: 0.76493305, imax: 55, n: 384 computing farthest point 28, dmax: 0.7591439, imax: 54, n: 384 computing farthest point 29, dmax: 0.75375295, imax: 232, n: 384 computing farthest point 30, dmax: 0.72406924, imax: 277, n: 384 computing farthest point 31, dmax: 0.7222231, imax: 165, n: 384 computing farthest point 32, dmax: 0.70593494, imax: 301, n: 384 computing farthest point 33, dmax: 0.7042699, imax: 25, n: 384 computing farthest point 34, dmax: 0.70212567, imax: 213, n: 384 computing farthest point 35, dmax: 0.6717926, imax: 170, n: 384 computing farthest point 36, dmax: 0.6638554, imax: 220, n: 384 computing farthest point 37, dmax: 0.6627154, imax: 21, n: 384 computing farthest point 38, dmax: 0.6460523, imax: 294, n: 384 computing farthest point 39, dmax: 0.6286573, imax: 153, n: 384 computing farthest point 40, dmax: 0.62832296, imax: 130, n: 384 computing farthest point 41, dmax: 0.62683105, imax: 204, n: 384 computing farthest point 42, dmax: 0.6234563, imax: 44, n: 384 computing farthest point 43, dmax: 0.61649406, imax: 159, n: 384 computing farthest point 44, dmax: 0.6051471, imax: 331, n: 384 computing farthest point 45, dmax: 0.5982408, imax: 40, n: 384 computing farthest point 46, dmax: 0.5981451, imax: 169, n: 384 computing farthest point 47, dmax: 0.5964184, imax: 185, n: 384 computing farthest point 48, dmax: 0.59620994, imax: 5, n: 384 computing farthest point 49, dmax: 0.5882601, imax: 346, n: 384 computing farthest point 50, dmax: 0.5803499, imax: 41, n: 384 computing farthest point 51, dmax: 0.5792768, imax: 24, n: 384 computing farthest point 52, dmax: 0.57407284, imax: 184, n: 384 computing farthest point 53, dmax: 0.570521, imax: 154, n: 384 computing farthest point 54, dmax: 0.56734776, imax: 27, n: 384 computing farthest point 55, dmax: 0.542933, imax: 207, n: 384 computing farthest point 56, dmax: 0.5399495, imax: 274, n: 384 computing farthest point 57, dmax: 0.5357219, imax: 37, n: 384 computing farthest point 58, dmax: 0.5319977, imax: 244, n: 384 computing farthest point 59, dmax: 0.52529705, imax: 333, n: 384 computing farthest point 60, dmax: 0.52153724, imax: 150, n: 384 computing farthest point 61, dmax: 0.5208156, imax: 337, n: 384 computing farthest point 62, dmax: 0.51687366, imax: 190, n: 384 computing farthest point 63, dmax: 0.5146077, imax: 230, n: 384 computing farthest point 64, dmax: 0.5066424, imax: 99, n: 384 computing farthest point 65, dmax: 0.5063018, imax: 43, n: 384 (n, m, k, length(A.centers), length(C)) = (100000, 525, 65, 65, 61) [ Info: using 32 random queries from the dataset [ Info: using 100 given as hyperparameter ┌ Info: (BeamSearch │ bsize: Int32 3 │ Δ: Float32 1.0f0 │ maxvisits: Int64 458 └ , 100, 10) [ Info: -- old vs rebuild> searchtime: 0.956452913 vs 0.005014351; recall: 0.907 vs 0.905 [ Info: --- load and save!!! [ Info: SearchGraph{SqL2Distance, MatrixDatabase{Matrix{Float32}}, StaticAdjacencyList{UInt32}, Vector{UInt32}, BeamSearch} (recall, searchtime, length(queries) / searchtime) = (0.905, 0.005267199, 18985.422802518) 2.154035 seconds (642.70 k allocations: 39.290 MiB, 0.86% gc time, 95.34% compilation time) [ Info: #############=========== StrideMatrixDatabase with default parameters ==========########### computing farthest point 1, dmax: Inf, imax: 60, n: 107 computing farthest point 2, dmax: 16.79194, imax: 64, n: 107 computing farthest point 3, dmax: 13.37319, imax: 18, n: 107 computing farthest point 4, dmax: 10.166854, imax: 41, n: 107 computing farthest point 5, dmax: 9.580548, imax: 21, n: 107 computing farthest point 6, dmax: 9.177071, imax: 19, n: 107 computing farthest point 7, dmax: 8.9913225, imax: 93, n: 107 computing farthest point 8, dmax: 6.0948677, imax: 80, n: 107 computing farthest point 9, dmax: 5.2870536, imax: 82, n: 107 computing farthest point 10, dmax: 5.1240273, imax: 29, n: 107 computing farthest point 11, dmax: 4.770994, imax: 13, n: 107 computing farthest point 12, dmax: 4.729418, imax: 3, n: 107 computing farthest point 13, dmax: 4.710521, imax: 20, n: 107 computing farthest point 14, dmax: 4.583738, imax: 12, n: 107 computing farthest point 15, dmax: 4.272749, imax: 23, n: 107 computing farthest point 16, dmax: 3.8878918, imax: 45, n: 107 computing farthest point 17, dmax: 3.8546178, imax: 94, n: 107 computing farthest point 18, dmax: 3.5920904, imax: 61, n: 107 computing farthest point 19, dmax: 2.8221648, imax: 26, n: 107 computing farthest point 20, dmax: 2.6284876, imax: 87, n: 107 computing farthest point 21, dmax: 2.347863, imax: 33, n: 107 computing farthest point 22, dmax: 2.268353, imax: 17, n: 107 computing farthest point 23, dmax: 2.2251334, imax: 47, n: 107 computing farthest point 24, dmax: 2.1720197, imax: 88, n: 107 computing farthest point 25, dmax: 2.096839, imax: 68, n: 107 computing farthest point 26, dmax: 2.088544, imax: 62, n: 107 computing farthest point 27, dmax: 2.072572, imax: 53, n: 107 computing farthest point 28, dmax: 2.0404184, imax: 73, n: 107 computing farthest point 29, dmax: 2.0197806, imax: 66, n: 107 computing farthest point 30, dmax: 1.8983915, imax: 89, n: 107 computing farthest point 31, dmax: 1.6216328, imax: 83, n: 107 computing farthest point 32, dmax: 1.6109546, imax: 16, n: 107 computing farthest point 33, dmax: 1.5499849, imax: 58, n: 107 (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: 122, n: 136 computing farthest point 2, dmax: 12.774264, imax: 47, n: 136 computing farthest point 3, dmax: 8.825697, imax: 1, n: 136 computing farthest point 4, dmax: 8.639168, imax: 35, n: 136 computing farthest point 5, dmax: 8.505908, imax: 94, n: 136 computing farthest point 6, dmax: 8.320062, imax: 27, n: 136 computing farthest point 7, dmax: 7.704658, imax: 21, n: 136 computing farthest point 8, dmax: 7.5792613, imax: 76, n: 136 computing farthest point 9, dmax: 7.5049396, imax: 84, n: 136 computing farthest point 10, dmax: 6.42563, imax: 40, n: 136 computing farthest point 11, dmax: 5.23618, imax: 18, n: 136 computing farthest point 12, dmax: 5.1555724, imax: 16, n: 136 computing farthest point 13, dmax: 4.7696133, imax: 49, n: 136 computing farthest point 14, dmax: 4.7154927, imax: 48, n: 136 computing farthest point 15, dmax: 4.676162, imax: 135, n: 136 computing farthest point 16, dmax: 4.312044, imax: 4, n: 136 computing farthest point 17, dmax: 3.5639014, imax: 83, n: 136 computing farthest point 18, dmax: 3.548594, imax: 52, n: 136 computing farthest point 19, dmax: 3.5417123, imax: 24, n: 136 computing farthest point 20, dmax: 3.3377209, imax: 78, n: 136 computing farthest point 21, dmax: 3.1670177, imax: 111, n: 136 computing farthest point 22, dmax: 3.0510833, imax: 74, n: 136 computing farthest point 23, dmax: 3.0489748, imax: 100, n: 136 computing farthest point 24, dmax: 2.92235, imax: 108, n: 136 computing farthest point 25, dmax: 2.789146, imax: 75, n: 136 computing farthest point 26, dmax: 2.7842727, imax: 101, n: 136 computing farthest point 27, dmax: 2.70911, imax: 11, n: 136 computing farthest point 28, dmax: 2.6502135, imax: 70, n: 136 computing farthest point 29, dmax: 2.649885, imax: 120, n: 136 computing farthest point 30, dmax: 2.6338634, imax: 6, n: 136 computing farthest point 31, dmax: 2.4974604, imax: 15, n: 136 computing farthest point 32, dmax: 2.4523163, imax: 127, n: 136 computing farthest point 33, dmax: 2.3733077, imax: 13, n: 136 computing farthest point 34, dmax: 2.2376547, imax: 77, n: 136 computing farthest point 35, dmax: 2.2335222, imax: 117, n: 136 (n, m, k, length(A.centers), length(C)) = (441, 208, 35, 35, 35) [ Info: using 32 random queries from the dataset computing farthest point 1, dmax: Inf, imax: 131, n: 148 computing farthest point 2, dmax: 19.706156, imax: 10, n: 148 computing farthest point 3, dmax: 11.962065, imax: 58, n: 148 computing farthest point 4, dmax: 11.182546, imax: 87, n: 148 computing farthest point 5, dmax: 10.044039, imax: 63, n: 148 computing farthest point 6, dmax: 8.462902, imax: 9, n: 148 computing farthest point 7, dmax: 7.7956705, imax: 59, n: 148 computing farthest point 8, dmax: 6.153498, imax: 106, n: 148 computing farthest point 9, dmax: 6.126359, imax: 30, n: 148 computing farthest point 10, dmax: 5.784121, imax: 68, n: 148 computing farthest point 11, dmax: 4.991787, imax: 21, n: 148 computing farthest point 12, dmax: 4.537499, imax: 102, n: 148 computing farthest point 13, dmax: 4.486259, imax: 4, n: 148 computing farthest point 14, dmax: 4.3699217, imax: 3, n: 148 computing farthest point 15, dmax: 4.109863, imax: 60, n: 148 computing farthest point 16, dmax: 4.065173, imax: 38, n: 148 computing farthest point 17, dmax: 3.9635873, imax: 93, n: 148 computing farthest point 18, dmax: 3.8316867, imax: 27, n: 148 computing farthest point 19, dmax: 3.069446, imax: 90, n: 148 computing farthest point 20, dmax: 2.9328036, imax: 141, n: 148 computing farthest point 21, dmax: 2.8068318, imax: 79, n: 148 computing farthest point 22, dmax: 2.6668038, imax: 37, n: 148 computing farthest point 23, dmax: 2.552631, imax: 78, n: 148 computing farthest point 24, dmax: 2.5275292, imax: 99, n: 148 computing farthest point 25, dmax: 2.482388, imax: 39, n: 148 computing farthest point 26, dmax: 2.3363, imax: 45, n: 148 computing farthest point 27, dmax: 2.3007941, imax: 100, n: 148 computing farthest point 28, dmax: 2.2684624, imax: 74, n: 148 computing farthest point 29, dmax: 2.2588592, imax: 36, n: 148 computing farthest point 30, dmax: 2.2441318, imax: 47, n: 148 computing farthest point 31, dmax: 2.1842227, imax: 113, n: 148 computing farthest point 32, dmax: 1.9873098, imax: 98, n: 148 computing farthest point 33, dmax: 1.8670535, imax: 73, n: 148 computing farthest point 34, dmax: 1.8401005, imax: 65, n: 148 computing farthest point 35, dmax: 1.8334128, imax: 26, n: 148 computing farthest point 36, dmax: 1.7600852, imax: 123, n: 148 computing farthest point 37, dmax: 1.7108623, imax: 2, n: 148 (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: 128, n: 207 computing farthest point 2, dmax: 14.195663, imax: 19, n: 207 computing farthest point 3, dmax: 13.301987, imax: 112, n: 207 computing farthest point 4, dmax: 12.443421, imax: 96, n: 207 computing farthest point 5, dmax: 11.406173, imax: 121, n: 207 computing farthest point 6, dmax: 9.583816, imax: 59, n: 207 computing farthest point 7, dmax: 7.7229314, imax: 172, n: 207 computing farthest point 8, dmax: 7.221062, imax: 48, n: 207 computing farthest point 9, dmax: 6.43727, imax: 180, n: 207 computing farthest point 10, dmax: 6.3945055, imax: 115, n: 207 computing farthest point 11, dmax: 6.1928473, imax: 21, n: 207 computing farthest point 12, dmax: 5.791028, imax: 11, n: 207 computing farthest point 13, dmax: 5.559212, imax: 71, n: 207 computing farthest point 14, dmax: 5.139053, imax: 54, n: 207 computing farthest point 15, dmax: 5.009737, imax: 73, n: 207 computing farthest point 16, dmax: 4.7476373, imax: 79, n: 207 computing farthest point 17, dmax: 4.2835746, imax: 143, n: 207 computing farthest point 18, dmax: 4.272803, imax: 38, n: 207 computing farthest point 19, dmax: 4.0634494, imax: 60, n: 207 computing farthest point 20, dmax: 3.9692497, imax: 162, n: 207 computing farthest point 21, dmax: 3.5884652, imax: 46, n: 207 computing farthest point 22, dmax: 3.431432, imax: 51, n: 207 computing farthest point 23, dmax: 3.237972, imax: 64, n: 207 computing farthest point 24, dmax: 3.0703177, imax: 17, n: 207 computing farthest point 25, dmax: 2.9414318, imax: 103, n: 207 computing farthest point 26, dmax: 2.8637822, imax: 53, n: 207 computing farthest point 27, dmax: 2.8478727, imax: 76, n: 207 computing farthest point 28, dmax: 2.7999601, imax: 55, n: 207 computing farthest point 29, dmax: 2.7926204, imax: 102, n: 207 computing farthest point 30, dmax: 2.7151706, imax: 165, n: 207 computing farthest point 31, dmax: 2.680803, imax: 78, n: 207 computing farthest point 32, dmax: 2.6446412, imax: 44, n: 207 computing farthest point 33, dmax: 2.5969481, imax: 25, n: 207 computing farthest point 34, dmax: 2.529949, imax: 100, n: 207 computing farthest point 35, dmax: 2.3763309, imax: 80, n: 207 computing farthest point 36, dmax: 2.321893, imax: 163, n: 207 computing farthest point 37, dmax: 2.2474697, imax: 185, n: 207 computing farthest point 38, dmax: 2.2388449, imax: 85, n: 207 computing farthest point 39, dmax: 2.0882492, imax: 204, n: 207 computing farthest point 40, dmax: 1.9533675, imax: 203, n: 207 computing farthest point 41, dmax: 1.8885871, imax: 3, n: 207 computing farthest point 42, dmax: 1.8491122, imax: 95, n: 207 (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: 58, n: 201 computing farthest point 2, dmax: 19.91481, imax: 56, n: 201 computing farthest point 3, dmax: 18.74151, imax: 5, n: 201 computing farthest point 4, dmax: 11.7988405, imax: 39, n: 201 computing farthest point 5, dmax: 11.509594, imax: 73, n: 201 computing farthest point 6, dmax: 10.778594, imax: 41, n: 201 computing farthest point 7, dmax: 10.000057, imax: 28, n: 201 computing farthest point 8, dmax: 8.339025, imax: 191, n: 201 computing farthest point 9, dmax: 7.505481, imax: 24, n: 201 computing farthest point 10, dmax: 7.124258, imax: 13, n: 201 computing farthest point 11, dmax: 5.860928, imax: 9, n: 201 computing farthest point 12, dmax: 5.590451, imax: 104, n: 201 computing farthest point 13, dmax: 5.2103963, imax: 167, n: 201 computing farthest point 14, dmax: 5.1763196, imax: 10, n: 201 computing farthest point 15, dmax: 4.9657855, imax: 1, n: 201 computing farthest point 16, dmax: 4.892586, imax: 21, n: 201 computing farthest point 17, dmax: 4.7406406, imax: 4, n: 201 computing farthest point 18, dmax: 4.651856, imax: 8, n: 201 computing farthest point 19, dmax: 4.210718, imax: 15, n: 201 computing farthest point 20, dmax: 4.143895, imax: 31, n: 201 computing farthest point 21, dmax: 3.8164904, imax: 57, n: 201 computing farthest point 22, dmax: 3.7451377, imax: 35, n: 201 computing farthest point 23, dmax: 3.713002, imax: 133, n: 201 computing farthest point 24, dmax: 3.5621307, imax: 148, n: 201 computing farthest point 25, dmax: 3.468823, imax: 178, n: 201 computing farthest point 26, dmax: 3.4226668, imax: 121, n: 201 computing farthest point 27, dmax: 3.173332, imax: 16, n: 201 computing farthest point 28, dmax: 2.9089177, imax: 125, n: 201 computing farthest point 29, dmax: 2.8340836, imax: 87, n: 201 computing farthest point 30, dmax: 2.5497324, imax: 64, n: 201 computing farthest point 31, dmax: 2.535076, imax: 152, n: 201 computing farthest point 32, dmax: 2.4876866, imax: 75, n: 201 computing farthest point 33, dmax: 2.4291236, imax: 47, n: 201 computing farthest point 34, dmax: 2.4161465, imax: 48, n: 201 computing farthest point 35, dmax: 2.4108562, imax: 38, n: 201 computing farthest point 36, dmax: 2.2588654, imax: 67, n: 201 computing farthest point 37, dmax: 2.246109, imax: 111, n: 201 computing farthest point 38, dmax: 2.2387862, imax: 185, n: 201 computing farthest point 39, dmax: 2.194353, imax: 151, n: 201 computing farthest point 40, dmax: 2.1814847, imax: 130, n: 201 computing farthest point 41, dmax: 2.045865, imax: 140, n: 201 computing farthest point 42, dmax: 1.9698395, imax: 82, n: 201 computing farthest point 43, dmax: 1.9348714, imax: 173, n: 201 computing farthest point 44, dmax: 1.888061, imax: 164, n: 201 (n, m, k, length(A.centers), length(C)) = (2226, 292, 44, 44, 44) [ Info: using 32 random queries from the dataset append_items! sp=2244, ep=2260, n=2260, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 370 , 2025-06-06T16:29:19.772 append_items! sp=3247, ep=3263, n=3263, BeamSearch bsize: Int32 18 Δ: Float32 0.8f0 maxvisits: Int64 370 , 2025-06-06T16:29:19.791 computing farthest point 1, dmax: Inf, imax: 151, n: 213 computing farthest point 2, dmax: 13.38609, imax: 154, n: 213 computing farthest point 3, dmax: 9.331012, imax: 55, n: 213 computing farthest point 4, dmax: 9.162822, imax: 70, n: 213 computing farthest point 5, dmax: 8.959199, imax: 119, n: 213 computing farthest point 6, dmax: 8.885099, imax: 182, n: 213 computing farthest point 7, dmax: 8.652694, imax: 10, n: 213 computing farthest point 8, dmax: 7.654555, imax: 147, n: 213 computing farthest point 9, dmax: 7.6264358, imax: 210, n: 213 computing farthest point 10, dmax: 6.6385837, imax: 89, n: 213 computing farthest point 11, dmax: 6.500548, imax: 62, n: 213 computing farthest point 12, dmax: 5.0694213, imax: 92, n: 213 computing farthest point 13, dmax: 5.030621, imax: 16, n: 213 computing farthest point 14, dmax: 4.751753, imax: 23, n: 213 computing farthest point 15, dmax: 4.6249504, imax: 82, n: 213 computing farthest point 16, dmax: 4.0140724, imax: 128, n: 213 computing farthest point 17, dmax: 3.9680703, imax: 33, n: 213 computing farthest point 18, dmax: 3.9140944, imax: 185, n: 213 computing farthest point 19, dmax: 3.5323844, imax: 65, n: 213 computing farthest point 20, dmax: 3.4267335, imax: 153, n: 213 computing farthest point 21, dmax: 3.422368, imax: 13, n: 213 computing farthest point 22, dmax: 3.1516778, imax: 152, n: 213 computing farthest point 23, dmax: 3.1077418, imax: 90, n: 213 computing farthest point 24, dmax: 2.93927, imax: 211, n: 213 computing farthest point 25, dmax: 2.9298308, imax: 107, n: 213 computing farthest point 26, dmax: 2.6051998, imax: 8, n: 213 computing farthest point 27, dmax: 2.5127828, imax: 202, n: 213 computing farthest point 28, dmax: 2.2979798, imax: 83, n: 213 computing farthest point 29, dmax: 2.1608472, imax: 18, n: 213 computing farthest point 30, dmax: 2.1548903, imax: 12, n: 213 computing farthest point 31, dmax: 2.1507628, imax: 143, n: 213 computing farthest point 32, dmax: 2.1440473, imax: 17, n: 213 computing farthest point 33, dmax: 2.1176016, imax: 35, n: 213 computing farthest point 34, dmax: 2.0953703, imax: 91, n: 213 computing farthest point 35, dmax: 2.0906863, imax: 164, n: 213 computing farthest point 36, dmax: 2.0028787, imax: 174, n: 213 computing farthest point 37, dmax: 1.9457047, imax: 126, n: 213 computing farthest point 38, dmax: 1.881312, imax: 183, n: 213 computing farthest point 39, dmax: 1.8636751, imax: 103, n: 213 computing farthest point 40, dmax: 1.8107007, imax: 105, n: 213 computing farthest point 41, dmax: 1.8019719, imax: 51, n: 213 computing farthest point 42, dmax: 1.6092997, imax: 37, n: 213 computing farthest point 43, dmax: 1.544378, imax: 96, n: 213 computing farthest point 44, dmax: 1.5111248, imax: 208, n: 213 computing farthest point 45, dmax: 1.4809608, imax: 192, n: 213 computing farthest point 46, dmax: 1.4577825, imax: 14, n: 213 (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: 221, n: 250 computing farthest point 2, dmax: 24.892124, imax: 238, n: 250 computing farthest point 3, dmax: 19.610529, imax: 72, n: 250 computing farthest point 4, dmax: 14.359112, imax: 96, n: 250 computing farthest point 5, dmax: 13.445984, imax: 15, n: 250 computing farthest point 6, dmax: 12.054778, imax: 11, n: 250 computing farthest point 7, dmax: 9.577104, imax: 16, n: 250 computing farthest point 8, dmax: 8.37682, imax: 236, n: 250 computing farthest point 9, dmax: 7.6695495, imax: 161, n: 250 computing farthest point 10, dmax: 7.1502376, imax: 162, n: 250 computing farthest point 11, dmax: 6.8240895, imax: 179, n: 250 computing farthest point 12, dmax: 5.6673493, imax: 115, n: 250 computing farthest point 13, dmax: 5.481175, imax: 248, n: 250 computing farthest point 14, dmax: 5.433905, imax: 118, n: 250 computing farthest point 15, dmax: 4.8625555, imax: 63, n: 250 computing farthest point 16, dmax: 4.8411736, imax: 232, n: 250 computing farthest point 17, dmax: 4.7022476, imax: 29, n: 250 computing farthest point 18, dmax: 4.4370933, imax: 117, n: 250 computing farthest point 19, dmax: 4.2469473, imax: 18, n: 250 computing farthest point 20, dmax: 4.1118345, imax: 133, n: 250 computing farthest point 21, dmax: 4.04123, imax: 169, n: 250 computing farthest point 22, dmax: 3.9485092, imax: 99, n: 250 computing farthest point 23, dmax: 3.847721, imax: 250, n: 250 computing farthest point 24, dmax: 3.7150881, imax: 94, n: 250 computing farthest point 25, dmax: 3.6732225, imax: 200, n: 250 computing farthest point 26, dmax: 3.5544114, imax: 26, n: 250 computing farthest point 27, dmax: 3.5135171, imax: 119, n: 250 computing farthest point 28, dmax: 3.447357, imax: 5, n: 250 computing farthest point 29, dmax: 3.1130357, imax: 168, n: 250 computing farthest point 30, dmax: 3.0571122, imax: 27, n: 250 computing farthest point 31, dmax: 3.0407085, imax: 141, n: 250 computing farthest point 32, dmax: 2.954558, imax: 107, n: 250 computing farthest point 33, dmax: 2.673358, imax: 85, n: 250 computing farthest point 34, dmax: 2.6183226, imax: 57, n: 250 computing farthest point 35, dmax: 2.564014, imax: 191, n: 250 computing farthest point 36, dmax: 2.5114481, imax: 130, n: 250 computing farthest point 37, dmax: 2.4794095, imax: 189, n: 250 computing farthest point 38, dmax: 2.4012022, imax: 2, n: 250 computing farthest point 39, dmax: 2.3545794, imax: 33, n: 250 computing farthest point 40, dmax: 2.2797208, imax: 165, n: 250 computing farthest point 41, dmax: 2.252885, imax: 67, n: 250 computing farthest point 42, dmax: 2.1494787, imax: 105, n: 250 computing farthest point 43, dmax: 2.0676427, imax: 136, n: 250 computing farthest point 44, dmax: 2.0256991, imax: 139, n: 250 computing farthest point 45, dmax: 1.9816802, imax: 217, n: 250 computing farthest point 46, dmax: 1.9546925, imax: 122, n: 250 computing farthest point 47, dmax: 1.8149589, imax: 54, n: 250 computing farthest point 48, dmax: 1.7941744, imax: 23, n: 250 (n, m, k, length(A.centers), length(C)) = (4997, 333, 48, 48, 48) [ Info: using 32 random queries from the dataset append_items! sp=5797, ep=5813, n=5813, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 316 , 2025-06-06T16:29:19.870 append_items! sp=6647, ep=6663, n=6663, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 316 , 2025-06-06T16:29:19.885 computing farthest point 1, dmax: Inf, imax: 241, n: 256 computing farthest point 2, dmax: 18.079782, imax: 82, n: 256 computing farthest point 3, dmax: 12.32903, imax: 117, n: 256 computing farthest point 4, dmax: 12.244934, imax: 129, n: 256 computing farthest point 5, dmax: 11.673395, imax: 56, n: 256 computing farthest point 6, dmax: 9.711521, imax: 76, n: 256 computing farthest point 7, dmax: 8.626437, imax: 155, n: 256 computing farthest point 8, dmax: 7.317584, imax: 126, n: 256 computing farthest point 9, dmax: 7.213689, imax: 200, n: 256 computing farthest point 10, dmax: 7.185935, imax: 41, n: 256 computing farthest point 11, dmax: 6.692675, imax: 35, n: 256 computing farthest point 12, dmax: 6.1753716, imax: 203, n: 256 computing farthest point 13, dmax: 5.579122, imax: 68, n: 256 computing farthest point 14, dmax: 5.2649055, imax: 102, n: 256 computing farthest point 15, dmax: 5.0976405, imax: 119, n: 256 computing farthest point 16, dmax: 4.9851284, imax: 105, n: 256 computing farthest point 17, dmax: 4.5983014, imax: 45, n: 256 computing farthest point 18, dmax: 4.5207343, imax: 189, n: 256 computing farthest point 19, dmax: 4.518729, imax: 109, n: 256 computing farthest point 20, dmax: 4.343961, imax: 11, n: 256 computing farthest point 21, dmax: 4.2103353, imax: 34, n: 256 computing farthest point 22, dmax: 3.8280842, imax: 5, n: 256 computing farthest point 23, dmax: 3.6562011, imax: 51, n: 256 computing farthest point 24, dmax: 3.6364894, imax: 3, n: 256 computing farthest point 25, dmax: 3.5159087, imax: 46, n: 256 computing farthest point 26, dmax: 3.4882684, imax: 84, n: 256 computing farthest point 27, dmax: 3.4121275, imax: 33, n: 256 computing farthest point 28, dmax: 2.9978795, imax: 166, n: 256 computing farthest point 29, dmax: 2.9060082, imax: 191, n: 256 computing farthest point 30, dmax: 2.8915267, imax: 96, n: 256 computing farthest point 31, dmax: 2.8770158, imax: 144, n: 256 computing farthest point 32, dmax: 2.8452442, imax: 237, n: 256 computing farthest point 33, dmax: 2.8210433, imax: 65, n: 256 computing farthest point 34, dmax: 2.6549704, imax: 223, n: 256 computing farthest point 35, dmax: 2.580212, imax: 161, n: 256 computing farthest point 36, dmax: 2.4535832, imax: 18, n: 256 computing farthest point 37, dmax: 2.4051437, imax: 111, n: 256 computing farthest point 38, dmax: 2.4026794, imax: 85, n: 256 computing farthest point 39, dmax: 2.3978457, imax: 16, n: 256 computing farthest point 40, dmax: 2.3840303, imax: 179, n: 256 computing farthest point 41, dmax: 2.346003, imax: 182, n: 256 computing farthest point 42, dmax: 2.3285565, imax: 2, n: 256 computing farthest point 43, dmax: 2.2217536, imax: 168, n: 256 computing farthest point 44, dmax: 2.145027, imax: 139, n: 256 computing farthest point 45, dmax: 2.1431534, imax: 26, n: 256 computing farthest point 46, dmax: 2.071017, imax: 75, n: 256 computing farthest point 47, dmax: 2.0500865, imax: 177, n: 256 computing farthest point 48, dmax: 2.0153477, imax: 137, n: 256 computing farthest point 49, dmax: 2.0085812, imax: 163, n: 256 computing farthest point 50, dmax: 1.9979466, imax: 28, n: 256 (n, m, k, length(A.centers), length(C)) = (7496, 354, 50, 50, 50) [ Info: using 32 random queries from the dataset append_items! sp=8041, ep=8057, n=8057, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 272 , 2025-06-06T16:29:19.927 append_items! sp=8891, ep=8907, n=8907, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 272 , 2025-06-06T16:29:19.958 append_items! sp=9707, ep=9723, n=9723, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 272 , 2025-06-06T16:29:19.974 append_items! sp=10081, ep=10097, n=10097, BeamSearch bsize: Int32 2 Δ: Float32 0.8f0 maxvisits: Int64 272 , 2025-06-06T16:29:19.982 computing farthest point 1, dmax: Inf, imax: 121, n: 286 computing farthest point 2, dmax: 29.922909, imax: 18, n: 286 computing farthest point 3, dmax: 18.218822, imax: 145, n: 286 computing farthest point 4, dmax: 13.395576, imax: 140, n: 286 computing farthest point 5, dmax: 11.217331, imax: 199, n: 286 computing farthest point 6, dmax: 9.964258, imax: 215, n: 286 computing farthest point 7, dmax: 9.924166, imax: 8, n: 286 computing farthest point 8, dmax: 9.111565, imax: 41, n: 286 computing farthest point 9, dmax: 8.134652, imax: 200, n: 286 computing farthest point 10, dmax: 7.900711, imax: 59, n: 286 computing farthest point 11, dmax: 7.8734245, imax: 15, n: 286 computing farthest point 12, dmax: 7.8524537, imax: 164, n: 286 computing farthest point 13, dmax: 6.327105, imax: 147, n: 286 computing farthest point 14, dmax: 5.567132, imax: 43, n: 286 computing farthest point 15, dmax: 5.493656, imax: 85, n: 286 computing farthest point 16, dmax: 5.2537074, imax: 155, n: 286 computing farthest point 17, dmax: 4.682579, imax: 235, n: 286 computing farthest point 18, dmax: 4.3451037, imax: 131, n: 286 computing farthest point 19, dmax: 4.3036623, imax: 118, n: 286 computing farthest point 20, dmax: 4.0540566, imax: 196, n: 286 computing farthest point 21, dmax: 4.0371313, imax: 33, n: 286 computing farthest point 22, dmax: 3.9748836, imax: 49, n: 286 computing farthest point 23, dmax: 3.962006, imax: 40, n: 286 computing farthest point 24, dmax: 3.8494709, imax: 283, n: 286 computing farthest point 25, dmax: 3.5803545, imax: 91, n: 286 computing farthest point 26, dmax: 3.525261, imax: 280, n: 286 computing farthest point 27, dmax: 3.246353, imax: 272, n: 286 computing farthest point 28, dmax: 3.090009, imax: 266, n: 286 computing farthest point 29, dmax: 3.0764084, imax: 192, n: 286 computing farthest point 30, dmax: 2.9647663, imax: 5, n: 286 computing farthest point 31, dmax: 2.9359608, imax: 144, n: 286 computing farthest point 32, dmax: 2.873965, imax: 160, n: 286 computing farthest point 33, dmax: 2.7329037, imax: 87, n: 286 computing farthest point 34, dmax: 2.6575239, imax: 162, n: 286 computing farthest point 35, dmax: 2.6311765, imax: 65, n: 286 computing farthest point 36, dmax: 2.575269, imax: 6, n: 286 computing farthest point 37, dmax: 2.324809, imax: 27, n: 286 computing farthest point 38, dmax: 2.3123553, imax: 14, n: 286 computing farthest point 39, dmax: 2.309314, imax: 9, n: 286 computing farthest point 40, dmax: 2.274292, imax: 175, n: 286 computing farthest point 41, dmax: 2.1091406, imax: 39, n: 286 computing farthest point 42, dmax: 2.1031961, imax: 88, n: 286 computing farthest point 43, dmax: 2.0753706, imax: 134, n: 286 computing farthest point 44, dmax: 2.0713751, imax: 229, n: 286 computing farthest point 45, dmax: 2.0314374, imax: 149, n: 286 computing farthest point 46, dmax: 2.0274591, imax: 167, n: 286 computing farthest point 47, dmax: 2.0246024, imax: 231, n: 286 computing farthest point 48, dmax: 1.9825735, imax: 69, n: 286 computing farthest point 49, dmax: 1.9424145, imax: 256, n: 286 computing farthest point 50, dmax: 1.9039918, imax: 166, n: 286 computing farthest point 51, dmax: 1.8776556, imax: 242, n: 286 computing farthest point 52, dmax: 1.8480575, imax: 225, n: 286 computing farthest point 53, dmax: 1.8042015, imax: 21, n: 286 (n, m, k, length(A.centers), length(C)) = (11236, 386, 53, 53, 53) [ Info: using 32 random queries from the dataset append_items! sp=13753, ep=13769, n=13769, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 402 , 2025-06-06T16:29:20.101 append_items! sp=16337, ep=16353, n=16353, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 402 , 2025-06-06T16:29:20.175 append_items! sp=16456, ep=16472, n=16472, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 402 , 2025-06-06T16:29:20.180 computing farthest point 1, dmax: Inf, imax: 45, n: 324 computing farthest point 2, dmax: 26.863262, imax: 94, n: 324 computing farthest point 3, dmax: 19.677212, imax: 17, n: 324 computing farthest point 4, dmax: 18.111366, imax: 253, n: 324 computing farthest point 5, dmax: 16.586735, imax: 133, n: 324 computing farthest point 6, dmax: 13.791675, imax: 197, n: 324 computing farthest point 7, dmax: 12.60243, imax: 321, n: 324 computing farthest point 8, dmax: 11.689342, imax: 127, n: 324 computing farthest point 9, dmax: 11.2119255, imax: 263, n: 324 computing farthest point 10, dmax: 9.049258, imax: 19, n: 324 computing farthest point 11, dmax: 7.9808636, imax: 188, n: 324 computing farthest point 12, dmax: 7.581125, imax: 122, n: 324 computing farthest point 13, dmax: 6.4919786, imax: 78, n: 324 computing farthest point 14, dmax: 5.9039955, imax: 69, n: 324 computing farthest point 15, dmax: 5.542537, imax: 275, n: 324 computing farthest point 16, dmax: 5.4788857, imax: 31, n: 324 computing farthest point 17, dmax: 4.90895, imax: 116, n: 324 computing farthest point 18, dmax: 4.9017415, imax: 150, n: 324 computing farthest point 19, dmax: 4.4258795, imax: 278, n: 324 computing farthest point 20, dmax: 4.2529993, imax: 198, n: 324 computing farthest point 21, dmax: 4.1318007, imax: 26, n: 324 computing farthest point 22, dmax: 3.872211, imax: 156, n: 324 computing farthest point 23, dmax: 3.8615031, imax: 171, n: 324 computing farthest point 24, dmax: 3.836318, imax: 201, n: 324 computing farthest point 25, dmax: 3.749522, imax: 97, n: 324 computing farthest point 26, dmax: 3.729614, imax: 231, n: 324 computing farthest point 27, dmax: 3.592216, imax: 265, n: 324 computing farthest point 28, dmax: 3.5184402, imax: 301, n: 324 computing farthest point 29, dmax: 3.508006, imax: 11, n: 324 computing farthest point 30, dmax: 3.358272, imax: 23, n: 324 computing farthest point 31, dmax: 3.076355, imax: 30, n: 324 computing farthest point 32, dmax: 3.0647578, imax: 293, n: 324 computing farthest point 33, dmax: 3.0383942, imax: 103, n: 324 computing farthest point 34, dmax: 3.0247276, imax: 169, n: 324 computing farthest point 35, dmax: 3.02098, imax: 316, n: 324 computing farthest point 36, dmax: 2.9612508, imax: 46, n: 324 computing farthest point 37, dmax: 2.932921, imax: 1, n: 324 computing farthest point 38, dmax: 2.666515, imax: 309, n: 324 computing farthest point 39, dmax: 2.6473966, imax: 239, n: 324 computing farthest point 40, dmax: 2.379317, imax: 105, n: 324 computing farthest point 41, dmax: 2.332424, imax: 95, n: 324 computing farthest point 42, dmax: 2.2959054, imax: 151, n: 324 computing farthest point 43, dmax: 2.2734206, imax: 298, n: 324 computing farthest point 44, dmax: 2.2227275, imax: 271, n: 324 computing farthest point 45, dmax: 2.1624486, imax: 218, n: 324 computing farthest point 46, dmax: 2.1201885, imax: 164, n: 324 computing farthest point 47, dmax: 2.1186652, imax: 294, n: 324 computing farthest point 48, dmax: 2.00031, imax: 215, n: 324 computing farthest point 49, dmax: 1.9997925, imax: 289, n: 324 computing farthest point 50, dmax: 1.9411899, imax: 87, n: 324 computing farthest point 51, dmax: 1.9079857, imax: 233, n: 324 computing farthest point 52, dmax: 1.8732337, imax: 310, n: 324 computing farthest point 53, dmax: 1.8715672, imax: 12, n: 324 computing farthest point 54, dmax: 1.8691179, imax: 117, n: 324 computing farthest point 55, dmax: 1.8363323, imax: 245, n: 324 (n, m, k, length(A.centers), length(C)) = (16846, 408, 55, 55, 55) [ Info: using 32 random queries from the dataset append_items! sp=18377, ep=18393, n=18393, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 334 , 2025-06-06T16:29:20.258 append_items! sp=21675, ep=21691, n=21691, BeamSearch bsize: Int32 2 Δ: Float32 0.9f0 maxvisits: Int64 334 , 2025-06-06T16:29:20.348 computing farthest point 1, dmax: Inf, imax: 134, n: 342 computing farthest point 2, dmax: 37.418087, imax: 2, n: 342 computing farthest point 3, dmax: 22.763657, imax: 198, n: 342 computing farthest point 4, dmax: 16.508106, imax: 78, n: 342 computing farthest point 5, dmax: 14.969799, imax: 8, n: 342 computing farthest point 6, dmax: 12.800157, imax: 59, n: 342 computing farthest point 7, dmax: 12.280083, imax: 56, n: 342 computing farthest point 8, dmax: 10.088451, imax: 275, n: 342 computing farthest point 9, dmax: 9.731829, imax: 132, n: 342 computing farthest point 10, dmax: 8.170116, imax: 329, n: 342 computing farthest point 11, dmax: 7.6172237, imax: 310, n: 342 computing farthest point 12, dmax: 7.242197, imax: 244, n: 342 computing farthest point 13, dmax: 6.3187265, imax: 225, n: 342 computing farthest point 14, dmax: 6.3105917, imax: 214, n: 342 computing farthest point 15, dmax: 5.9527407, imax: 313, n: 342 computing farthest point 16, dmax: 5.352548, imax: 234, n: 342 computing farthest point 17, dmax: 5.113729, imax: 233, n: 342 computing farthest point 18, dmax: 4.918675, imax: 106, n: 342 computing farthest point 19, dmax: 4.7132716, imax: 26, n: 342 computing farthest point 20, dmax: 4.492208, imax: 28, n: 342 computing farthest point 21, dmax: 4.280985, imax: 235, n: 342 computing farthest point 22, dmax: 4.023674, imax: 173, n: 342 computing farthest point 23, dmax: 3.8967755, imax: 164, n: 342 computing farthest point 24, dmax: 3.8926046, imax: 127, n: 342 computing farthest point 25, dmax: 3.7718005, imax: 102, n: 342 computing farthest point 26, dmax: 3.7390683, imax: 123, n: 342 computing farthest point 27, dmax: 3.648318, imax: 105, n: 342 computing farthest point 28, dmax: 3.5769017, imax: 120, n: 342 computing farthest point 29, dmax: 3.3692272, imax: 133, n: 342 computing farthest point 30, dmax: 3.3358884, imax: 118, n: 342 computing farthest point 31, dmax: 3.3213494, imax: 253, n: 342 computing farthest point 32, dmax: 3.318895, imax: 326, n: 342 computing farthest point 33, dmax: 3.2220185, imax: 307, n: 342 computing farthest point 34, dmax: 3.0903714, imax: 185, n: 342 computing farthest point 35, dmax: 3.0062299, imax: 96, n: 342 computing farthest point 36, dmax: 2.9969513, imax: 231, n: 342 computing farthest point 37, dmax: 2.927149, imax: 81, n: 342 computing farthest point 38, dmax: 2.75205, imax: 4, n: 342 computing farthest point 39, dmax: 2.7475016, imax: 248, n: 342 computing farthest point 40, dmax: 2.6668553, imax: 264, n: 342 computing farthest point 41, dmax: 2.5161788, imax: 282, n: 342 computing farthest point 42, dmax: 2.4471133, imax: 46, n: 342 computing farthest point 43, dmax: 2.4303281, imax: 277, n: 342 computing farthest point 44, dmax: 2.353115, imax: 44, n: 342 computing farthest point 45, dmax: 2.307161, imax: 124, n: 342 computing farthest point 46, dmax: 2.2869027, imax: 77, n: 342 computing farthest point 47, dmax: 2.2657232, imax: 303, n: 342 computing farthest point 48, dmax: 2.2025385, imax: 201, n: 342 computing farthest point 49, dmax: 2.1355069, imax: 25, n: 342 computing farthest point 50, dmax: 2.0629752, imax: 126, n: 342 computing farthest point 51, dmax: 2.0431993, imax: 283, n: 342 computing farthest point 52, dmax: 2.0374389, imax: 90, n: 342 computing farthest point 53, dmax: 1.965514, imax: 70, n: 342 computing farthest point 54, dmax: 1.9501475, imax: 317, n: 342 computing farthest point 55, dmax: 1.9413347, imax: 159, n: 342 computing farthest point 56, dmax: 1.9287231, imax: 7, n: 342 computing farthest point 57, dmax: 1.9243841, imax: 221, n: 342 (n, m, k, length(A.centers), length(C)) = (25261, 431, 57, 57, 57) [ Info: using 32 random queries from the dataset append_items! sp=25466, ep=25482, n=25482, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 394 , 2025-06-06T16:29:20.477 append_items! sp=26673, ep=26689, n=26689, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 394 , 2025-06-06T16:29:20.513 append_items! sp=32963, ep=32979, n=32979, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 394 , 2025-06-06T16:29:20.712 append_items! sp=36380, ep=36396, n=36396, BeamSearch bsize: Int32 2 Δ: Float32 1.1f0 maxvisits: Int64 394 , 2025-06-06T16:29:20.827 computing farthest point 1, dmax: Inf, imax: 110, n: 368 computing farthest point 2, dmax: 24.096643, imax: 140, n: 368 computing farthest point 3, dmax: 16.122984, imax: 230, n: 368 computing farthest point 4, dmax: 13.5740185, imax: 65, n: 368 computing farthest point 5, dmax: 11.092297, imax: 121, n: 368 computing farthest point 6, dmax: 9.753501, imax: 174, n: 368 computing farthest point 7, dmax: 9.088689, imax: 226, n: 368 computing farthest point 8, dmax: 8.761412, imax: 105, n: 368 computing farthest point 9, dmax: 7.8040953, imax: 246, n: 368 computing farthest point 10, dmax: 7.6174717, imax: 341, n: 368 computing farthest point 11, dmax: 7.2483373, imax: 183, n: 368 computing farthest point 12, dmax: 6.8978214, imax: 81, n: 368 computing farthest point 13, dmax: 6.556713, imax: 365, n: 368 computing farthest point 14, dmax: 6.4631567, imax: 257, n: 368 computing farthest point 15, dmax: 6.218517, imax: 324, n: 368 computing farthest point 16, dmax: 5.5548477, imax: 106, n: 368 computing farthest point 17, dmax: 4.7034016, imax: 137, n: 368 computing farthest point 18, dmax: 4.542157, imax: 315, n: 368 computing farthest point 19, dmax: 4.470719, imax: 44, n: 368 computing farthest point 20, dmax: 4.4119115, imax: 86, n: 368 computing farthest point 21, dmax: 4.353913, imax: 31, n: 368 computing farthest point 22, dmax: 4.1466846, imax: 351, n: 368 computing farthest point 23, dmax: 4.1060324, imax: 70, n: 368 computing farthest point 24, dmax: 4.0833645, imax: 366, n: 368 computing farthest point 25, dmax: 3.9058237, imax: 42, n: 368 computing farthest point 26, dmax: 3.7383728, imax: 40, n: 368 computing farthest point 27, dmax: 3.7251382, imax: 287, n: 368 computing farthest point 28, dmax: 3.6229508, imax: 343, n: 368 computing farthest point 29, dmax: 3.5519366, imax: 151, n: 368 computing farthest point 30, dmax: 3.3755102, imax: 288, n: 368 computing farthest point 31, dmax: 3.3033338, imax: 202, n: 368 computing farthest point 32, dmax: 3.2676442, imax: 88, n: 368 computing farthest point 33, dmax: 3.1499884, imax: 175, n: 368 computing farthest point 34, dmax: 3.0658877, imax: 55, n: 368 computing farthest point 35, dmax: 2.9461458, imax: 289, n: 368 computing farthest point 36, dmax: 2.8888264, imax: 30, n: 368 computing farthest point 37, dmax: 2.8432422, imax: 170, n: 368 computing farthest point 38, dmax: 2.7832112, imax: 63, n: 368 computing farthest point 39, dmax: 2.752393, imax: 361, n: 368 computing farthest point 40, dmax: 2.7158802, imax: 214, n: 368 computing farthest point 41, dmax: 2.6979, imax: 75, n: 368 computing farthest point 42, dmax: 2.6706147, imax: 261, n: 368 computing farthest point 43, dmax: 2.6594694, imax: 211, n: 368 computing farthest point 44, dmax: 2.6538692, imax: 74, n: 368 computing farthest point 45, dmax: 2.6411757, imax: 163, n: 368 computing farthest point 46, dmax: 2.5206132, imax: 58, n: 368 computing farthest point 47, dmax: 2.39246, imax: 157, n: 368 computing farthest point 48, dmax: 2.3535347, imax: 278, n: 368 computing farthest point 49, dmax: 2.3373055, imax: 128, n: 368 computing farthest point 50, dmax: 2.3055713, imax: 330, n: 368 computing farthest point 51, dmax: 2.3033147, imax: 5, n: 368 computing farthest point 52, dmax: 2.2393014, imax: 352, n: 368 computing farthest point 53, dmax: 2.208218, imax: 28, n: 368 computing farthest point 54, dmax: 2.1327627, imax: 317, n: 368 computing farthest point 55, dmax: 2.0771086, imax: 80, n: 368 computing farthest point 56, dmax: 2.05416, imax: 32, n: 368 computing farthest point 57, dmax: 1.9422807, imax: 171, n: 368 computing farthest point 58, dmax: 1.9319581, imax: 178, n: 368 computing farthest point 59, dmax: 1.8156182, imax: 266, n: 368 (n, m, k, length(A.centers), length(C)) = (37892, 454, 59, 59, 55) [ Info: using 32 random queries from the dataset append_items! sp=38828, ep=38844, n=38844, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:20.978 append_items! sp=39593, ep=39609, n=39609, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:21.041 append_items! sp=40953, ep=40969, n=40969, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:21.146 append_items! sp=41395, ep=41411, n=41411, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:21.179 append_items! sp=42143, ep=42159, n=42159, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:21.235 append_items! sp=46631, ep=46647, n=46647, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:21.650 append_items! sp=46954, ep=46970, n=46970, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:21.674 append_items! sp=47294, ep=47310, n=47310, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:21.701 append_items! sp=49164, ep=49180, n=49180, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:21.843 append_items! sp=52037, ep=52053, n=52053, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:22.065 append_items! sp=55114, ep=55130, n=55130, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:22.308 append_items! sp=55335, ep=55351, n=55351, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:22.327 append_items! sp=56474, ep=56490, n=56490, BeamSearch bsize: Int32 34 Δ: Float32 1.1f0 maxvisits: Int64 762 , 2025-06-06T16:29:22.422 computing farthest point 1, dmax: Inf, imax: 63, n: 342 computing farthest point 2, dmax: 19.564674, imax: 33, n: 342 computing farthest point 3, dmax: 15.42844, imax: 88, n: 342 computing farthest point 4, dmax: 13.022532, imax: 49, n: 342 computing farthest point 5, dmax: 12.40003, imax: 56, n: 342 computing farthest point 6, dmax: 12.071365, imax: 17, n: 342 computing farthest point 7, dmax: 11.540676, imax: 220, n: 342 computing farthest point 8, dmax: 9.58474, imax: 285, n: 342 computing farthest point 9, dmax: 8.859446, imax: 186, n: 342 computing farthest point 10, dmax: 8.345032, imax: 27, n: 342 computing farthest point 11, dmax: 7.8969784, imax: 320, n: 342 computing farthest point 12, dmax: 6.7939563, imax: 174, n: 342 computing farthest point 13, dmax: 6.752421, imax: 79, n: 342 computing farthest point 14, dmax: 5.7379303, imax: 15, n: 342 computing farthest point 15, dmax: 5.654026, imax: 321, n: 342 computing farthest point 16, dmax: 5.6431594, imax: 206, n: 342 computing farthest point 17, dmax: 5.616485, imax: 89, n: 342 computing farthest point 18, dmax: 5.573524, imax: 257, n: 342 computing farthest point 19, dmax: 5.227723, imax: 13, n: 342 computing farthest point 20, dmax: 5.1572385, imax: 3, n: 342 computing farthest point 21, dmax: 4.8791404, imax: 26, n: 342 computing farthest point 22, dmax: 4.70462, imax: 319, n: 342 computing farthest point 23, dmax: 4.5631223, imax: 22, n: 342 computing farthest point 24, dmax: 4.3605385, imax: 335, n: 342 computing farthest point 25, dmax: 3.8691413, imax: 171, n: 342 computing farthest point 26, dmax: 3.8019414, imax: 4, n: 342 computing farthest point 27, dmax: 3.6277256, imax: 47, n: 342 computing farthest point 28, dmax: 3.2666383, imax: 303, n: 342 computing farthest point 29, dmax: 3.1624124, imax: 45, n: 342 computing farthest point 30, dmax: 3.1450155, imax: 20, n: 342 computing farthest point 31, dmax: 3.105513, imax: 305, n: 342 computing farthest point 32, dmax: 2.9086041, imax: 230, n: 342 computing farthest point 33, dmax: 2.810089, imax: 207, n: 342 computing farthest point 34, dmax: 2.7754588, imax: 145, n: 342 computing farthest point 35, dmax: 2.750834, imax: 129, n: 342 computing farthest point 36, dmax: 2.7313085, imax: 191, n: 342 computing farthest point 37, dmax: 2.7201967, imax: 155, n: 342 computing farthest point 38, dmax: 2.7065313, imax: 301, n: 342 computing farthest point 39, dmax: 2.6502423, imax: 178, n: 342 computing farthest point 40, dmax: 2.5701258, imax: 339, n: 342 computing farthest point 41, dmax: 2.5410054, imax: 73, n: 342 computing farthest point 42, dmax: 2.4722524, imax: 235, n: 342 computing farthest point 43, dmax: 2.4666193, imax: 184, n: 342 computing farthest point 44, dmax: 2.452392, imax: 134, n: 342 computing farthest point 45, dmax: 2.3459053, imax: 197, n: 342 computing farthest point 46, dmax: 2.3208191, imax: 151, n: 342 computing farthest point 47, dmax: 2.2159507, imax: 8, n: 342 computing farthest point 48, dmax: 2.1853852, imax: 43, n: 342 computing farthest point 49, dmax: 2.0892882, imax: 152, n: 342 computing farthest point 50, dmax: 2.0891519, imax: 120, n: 342 computing farthest point 51, dmax: 2.0395577, imax: 278, n: 342 computing farthest point 52, dmax: 1.9568145, imax: 238, n: 342 computing farthest point 53, dmax: 1.9481144, imax: 264, n: 342 computing farthest point 54, dmax: 1.9104096, imax: 205, n: 342 computing farthest point 55, dmax: 1.9095935, imax: 115, n: 342 computing farthest point 56, dmax: 1.9025661, imax: 44, n: 342 computing farthest point 57, dmax: 1.8889705, imax: 179, n: 342 computing farthest point 58, dmax: 1.8672954, imax: 142, n: 342 computing farthest point 59, dmax: 1.8436203, imax: 231, n: 342 computing farthest point 60, dmax: 1.7595688, imax: 57, n: 342 computing farthest point 61, dmax: 1.734785, imax: 297, n: 342 computing farthest point 62, dmax: 1.6720908, imax: 288, n: 342 (n, m, k, length(A.centers), length(C)) = (56830, 489, 62, 62, 62) [ Info: using 32 random queries from the dataset append_items! sp=58667, ep=58683, n=58683, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:22.584 append_items! sp=63155, ep=63171, n=63171, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:22.828 append_items! sp=68663, ep=68679, n=68679, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.142 append_items! sp=69156, ep=69172, n=69172, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.173 append_items! sp=69751, ep=69767, n=69767, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.206 append_items! sp=71434, ep=71450, n=71450, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.302 append_items! sp=73134, ep=73150, n=73150, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.403 append_items! sp=73202, ep=73218, n=73218, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.407 append_items! sp=76568, ep=76584, n=76584, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.614 append_items! sp=77469, ep=77485, n=77485, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.665 append_items! sp=78217, ep=78233, n=78233, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.713 append_items! sp=79339, ep=79355, n=79355, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.782 append_items! sp=80648, ep=80664, n=80664, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.862 append_items! sp=82365, ep=82381, n=82381, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:23.968 append_items! sp=84286, ep=84302, n=84302, BeamSearch bsize: Int32 10 Δ: Float32 1.0f0 maxvisits: Int64 466 , 2025-06-06T16:29:24.086 computing farthest point 1, dmax: Inf, imax: 123, n: 427 computing farthest point 2, dmax: 20.527523, imax: 9, n: 427 computing farthest point 3, dmax: 15.58565, imax: 177, n: 427 computing farthest point 4, dmax: 14.19589, imax: 174, n: 427 computing farthest point 5, dmax: 12.447904, imax: 64, n: 427 computing farthest point 6, dmax: 12.2344885, imax: 69, n: 427 computing farthest point 7, dmax: 10.996542, imax: 8, n: 427 computing farthest point 8, dmax: 10.453308, imax: 81, n: 427 computing farthest point 9, dmax: 10.13548, imax: 360, n: 427 computing farthest point 10, dmax: 9.320682, imax: 167, n: 427 computing farthest point 11, dmax: 9.080783, imax: 2, n: 427 computing farthest point 12, dmax: 8.46256, imax: 394, n: 427 computing farthest point 13, dmax: 7.9788003, imax: 247, n: 427 computing farthest point 14, dmax: 7.49936, imax: 313, n: 427 computing farthest point 15, dmax: 6.878068, imax: 235, n: 427 computing farthest point 16, dmax: 6.121905, imax: 414, n: 427 computing farthest point 17, dmax: 6.079578, imax: 395, n: 427 computing farthest point 18, dmax: 5.9154778, imax: 411, n: 427 computing farthest point 19, dmax: 5.6563807, imax: 267, n: 427 computing farthest point 20, dmax: 5.4771485, imax: 139, n: 427 computing farthest point 21, dmax: 5.193294, imax: 170, n: 427 computing farthest point 22, dmax: 5.192338, imax: 90, n: 427 computing farthest point 23, dmax: 4.996923, imax: 127, n: 427 computing farthest point 24, dmax: 4.8952937, imax: 409, n: 427 computing farthest point 25, dmax: 4.770543, imax: 91, n: 427 computing farthest point 26, dmax: 4.3995795, imax: 173, n: 427 computing farthest point 27, dmax: 4.2522182, imax: 38, n: 427 computing farthest point 28, dmax: 4.15635, imax: 270, n: 427 computing farthest point 29, dmax: 3.8795702, imax: 92, n: 427 computing farthest point 30, dmax: 3.7197409, imax: 250, n: 427 computing farthest point 31, dmax: 3.653432, imax: 74, n: 427 computing farthest point 32, dmax: 3.5383291, imax: 150, n: 427 computing farthest point 33, dmax: 3.5002525, imax: 251, n: 427 computing farthest point 34, dmax: 3.392862, imax: 125, n: 427 computing farthest point 35, dmax: 3.33443, imax: 271, n: 427 computing farthest point 36, dmax: 3.2902486, imax: 126, n: 427 computing farthest point 37, dmax: 3.2562027, imax: 196, n: 427 computing farthest point 38, dmax: 3.198566, imax: 93, n: 427 computing farthest point 39, dmax: 3.1664784, imax: 393, n: 427 computing farthest point 40, dmax: 2.943157, imax: 175, n: 427 computing farthest point 41, dmax: 2.9314437, imax: 40, n: 427 computing farthest point 42, dmax: 2.9249973, imax: 342, n: 427 computing farthest point 43, dmax: 2.8864036, imax: 58, n: 427 computing farthest point 44, dmax: 2.8801737, imax: 239, n: 427 computing farthest point 45, dmax: 2.8371267, imax: 129, n: 427 computing farthest point 46, dmax: 2.7041893, imax: 75, n: 427 computing farthest point 47, dmax: 2.6321545, imax: 403, n: 427 computing farthest point 48, dmax: 2.4843204, imax: 396, n: 427 computing farthest point 49, dmax: 2.455255, imax: 206, n: 427 computing farthest point 50, dmax: 2.4229095, imax: 84, n: 427 computing farthest point 51, dmax: 2.318674, imax: 95, n: 427 computing farthest point 52, dmax: 2.2983637, imax: 138, n: 427 computing farthest point 53, dmax: 2.2762063, imax: 197, n: 427 computing farthest point 54, dmax: 2.2343042, imax: 113, n: 427 computing farthest point 55, dmax: 2.2101483, imax: 144, n: 427 computing farthest point 56, dmax: 2.1811147, imax: 161, n: 427 computing farthest point 57, dmax: 2.1781752, imax: 102, n: 427 computing farthest point 58, dmax: 2.1015322, imax: 236, n: 427 computing farthest point 59, dmax: 2.0809677, imax: 237, n: 427 computing farthest point 60, dmax: 2.0471687, imax: 398, n: 427 computing farthest point 61, dmax: 2.0380867, imax: 228, n: 427 computing farthest point 62, dmax: 2.037667, imax: 41, n: 427 computing farthest point 63, dmax: 2.0300136, imax: 291, n: 427 computing farthest point 64, dmax: 2.0238917, imax: 258, n: 427 (n, m, k, length(A.centers), length(C)) = (85237, 512, 64, 64, 64) [ Info: using 32 random queries from the dataset append_items! sp=86411, ep=86427, n=86427, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 490 , 2025-06-06T16:29:24.252 append_items! sp=94962, ep=94978, n=94978, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 490 , 2025-06-06T16:29:24.790 append_items! sp=95744, ep=95760, n=95760, BeamSearch bsize: Int32 10 Δ: Float32 0.9f0 maxvisits: Int64 490 , 2025-06-06T16:29:24.842 [ Info: using 64 random queries from the dataset [ Info: buildtime: 10.373210081 sec, memory: 4.087028503417969MB, recall: 0.9580000000000003, recall with AdjacentStoredHints: 0.9580000000000003 [ Info: A> QpS: 122.90353062465194, QpS (already compiled): 41386.343168935746 [ Info: B> QpS: 72.72594811007674, QpS (already compiled): 36413.2378141279 [ Info: [1.0, 6.0, 8.0, 10.0, 14.0, 18.0, 22.0, 32.0, 62.0] ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.73f0 └ maxvisits: Int64 448 computing farthest point 1, dmax: Inf, imax: 279, n: 379 computing farthest point 2, dmax: 34.803055, imax: 182, n: 379 computing farthest point 3, dmax: 22.536726, imax: 352, n: 379 computing farthest point 4, dmax: 17.267374, imax: 14, n: 379 computing farthest point 5, dmax: 16.835651, imax: 304, n: 379 computing farthest point 6, dmax: 12.541975, imax: 105, n: 379 computing farthest point 7, dmax: 12.217518, imax: 77, n: 379 computing farthest point 8, dmax: 9.549431, imax: 98, n: 379 computing farthest point 9, dmax: 9.238556, imax: 330, n: 379 computing farthest point 10, dmax: 7.5370436, imax: 116, n: 379 computing farthest point 11, dmax: 7.523041, imax: 365, n: 379 computing farthest point 12, dmax: 7.1189766, imax: 162, n: 379 computing farthest point 13, dmax: 6.535105, imax: 82, n: 379 computing farthest point 14, dmax: 6.285605, imax: 312, n: 379 computing farthest point 15, dmax: 5.754445, imax: 87, n: 379 computing farthest point 16, dmax: 5.6526976, imax: 151, n: 379 computing farthest point 17, dmax: 5.563908, imax: 329, n: 379 computing farthest point 18, dmax: 5.2108426, imax: 362, n: 379 computing farthest point 19, dmax: 5.096455, imax: 101, n: 379 computing farthest point 20, dmax: 4.5890603, imax: 134, n: 379 computing farthest point 21, dmax: 4.457813, imax: 307, n: 379 computing farthest point 22, dmax: 4.302437, imax: 331, n: 379 computing farthest point 23, dmax: 4.2262793, imax: 72, n: 379 computing farthest point 24, dmax: 4.1718464, imax: 305, n: 379 computing farthest point 25, dmax: 3.8349855, imax: 240, n: 379 computing farthest point 26, dmax: 3.6630929, imax: 197, n: 379 computing farthest point 27, dmax: 3.630617, imax: 110, n: 379 computing farthest point 28, dmax: 3.4062412, imax: 261, n: 379 computing farthest point 29, dmax: 3.3251297, imax: 108, n: 379 computing farthest point 30, dmax: 3.24115, imax: 286, n: 379 computing farthest point 31, dmax: 3.1198, imax: 180, n: 379 computing farthest point 32, dmax: 3.0190165, imax: 90, n: 379 computing farthest point 33, dmax: 3.0059245, imax: 157, n: 379 computing farthest point 34, dmax: 2.995088, imax: 190, n: 379 computing farthest point 35, dmax: 2.9004498, imax: 357, n: 379 computing farthest point 36, dmax: 2.894567, imax: 80, n: 379 computing farthest point 37, dmax: 2.8034961, imax: 168, n: 379 computing farthest point 38, dmax: 2.7985685, imax: 158, n: 379 computing farthest point 39, dmax: 2.746775, imax: 178, n: 379 computing farthest point 40, dmax: 2.7438636, imax: 111, n: 379 computing farthest point 41, dmax: 2.688957, imax: 369, n: 379 computing farthest point 42, dmax: 2.4277143, imax: 81, n: 379 computing farthest point 43, dmax: 2.3869593, imax: 251, n: 379 computing farthest point 44, dmax: 2.3381205, imax: 345, n: 379 computing farthest point 45, dmax: 2.3276317, imax: 267, n: 379 computing farthest point 46, dmax: 2.2252026, imax: 19, n: 379 computing farthest point 47, dmax: 2.1290243, imax: 227, n: 379 computing farthest point 48, dmax: 2.0609453, imax: 232, n: 379 computing farthest point 49, dmax: 2.0334783, imax: 354, n: 379 computing farthest point 50, dmax: 2.0285466, imax: 202, n: 379 computing farthest point 51, dmax: 2.012161, imax: 96, n: 379 computing farthest point 52, dmax: 1.9700385, imax: 253, n: 379 computing farthest point 53, dmax: 1.9654386, imax: 86, n: 379 computing farthest point 54, dmax: 1.9574239, imax: 113, n: 379 computing farthest point 55, dmax: 1.950676, imax: 122, n: 379 computing farthest point 56, dmax: 1.9163378, imax: 123, n: 379 computing farthest point 57, dmax: 1.8720996, imax: 209, n: 379 computing farthest point 58, dmax: 1.8672091, imax: 334, n: 379 computing farthest point 59, dmax: 1.8548219, imax: 53, n: 379 computing farthest point 60, dmax: 1.8265312, imax: 29, n: 379 computing farthest point 61, dmax: 1.7918159, imax: 377, n: 379 computing farthest point 62, dmax: 1.7504126, imax: 65, n: 379 computing farthest point 63, dmax: 1.7076097, imax: 268, n: 379 computing farthest point 64, dmax: 1.7052895, imax: 243, n: 379 computing farthest point 65, dmax: 1.68632, imax: 321, n: 379 (n, m, k, length(A.centers), length(C)) = (100000, 525, 65, 65, 65) [ Info: using 32 random queries from the dataset 0.002710 seconds (213 allocations: 11.719 KiB) [ Info: rebuild buildtime: 4.026479957 sec, memory: 4.1869964599609375MB, recall: 0.9580000000000003 => 0.9780000000000004 [ Info: rebuild C> QpS (already compiled): 37091.24520502928 [ Info: [1.0, 9.0, 10.0, 11.0, 13.0, 14.0, 15.0, 16.0, 21.0] ┌ Info: BeamSearch │ bsize: Int32 2 │ Δ: Float32 0.73f0 └ maxvisits: Int64 448 Test Summary: | Pass Total Time vector indexing with SearchGraph | 225 225 2m47.3s Testing SimilaritySearch tests passed Testing completed after 293.99s PkgEval succeeded after 340.17s