Package evaluation of ApproxManifoldProducts on Julia 1.10.8 (92f03a4775*) started at 2025-02-25T15:00:20.164 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.32s ################################################################################ # Installation # Installing ApproxManifoldProducts... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [9bbbb610] + ApproxManifoldProducts v0.9.0 Updating `~/.julia/environments/v1.10/Manifest.toml` [47edcb42] + ADTypes v1.13.0 [7d9f7c33] + Accessors v0.1.41 [79e6a3ab] + Adapt v4.2.0 [66dad0bd] + AliasTables v1.1.3 [9bbbb610] + ApproxManifoldProducts v0.9.0 [ec485272] + ArnoldiMethod v0.4.0 [4fba245c] + ArrayInterface v7.18.0 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [3da002f7] + ColorTypes v0.11.5 ⌃ [5ae59095] + Colors v0.12.11 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [150eb455] + CoordinateTransformations v0.6.4 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.20 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.6.42 [b4f34e82] + Distances v0.10.12 [31c24e10] + Distributions v0.25.117 [ffbed154] + DocStringExtensions v0.9.3 [b7d42ee7] + Einsum v0.4.1 [e2ba6199] + ExprTools v0.1.10 [1a297f60] + FillArrays v1.13.0 [6a86dc24] + FiniteDiff v2.27.0 [53c48c17] + FixedPointNumbers v0.8.5 [f6369f11] + ForwardDiff v0.10.38 ⌅ [46192b85] + GPUArraysCore v0.1.6 [86223c79] + Graphs v1.12.0 [34004b35] + HypergeometricFunctions v0.3.27 [d25df0c9] + Inflate v0.1.5 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [2472808a] + KernelDensityEstimate v0.5.13 [2c470bb0] + Kronecker v0.5.5 [1fad7336] + LazyStack v0.1.3 [d3d80556] + LineSearches v7.3.0 [7a12625a] + LinearMaps v3.11.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.15 [af67fdf4] + ManifoldDiff v0.4.2 ⌃ [1cead3c2] + Manifolds v0.10.12 ⌅ [3362f125] + ManifoldsBase v0.15.24 [99c1a7ee] + MatrixEquations v2.4.2 [e1d29d7a] + Missings v1.2.0 [d41bc354] + NLSolversBase v7.8.3 [2774e3e8] + NLsolve v4.5.1 [77ba4419] + NaNMath v1.1.2 [356022a1] + NamedDims v1.2.2 [429524aa] + Optim v1.11.0 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.32 [65ce6f38] + PackageExtensionCompat v1.0.2 [d96e819e] + Parameters v0.12.3 [85a6dd25] + PositiveFactorizations v0.2.4 [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [94ee1d12] + Quaternions v0.7.6 [c1ae055f] + RealDot v0.1.0 [3cdcf5f2] + RecipesBase v1.3.4 [731186ca] + RecursiveArrayTools v3.30.0 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.0 [79098fc4] + Rmath v0.8.0 [6038ab10] + Rotations v1.7.1 [7e49a35a] + RuntimeGeneratedFunctions v0.5.13 [efcf1570] + Setfield v1.1.1 [699a6c99] + SimpleTraits v0.9.4 [47aef6b3] + SimpleWeightedGraphs v1.4.0 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.0 [90137ffa] + StaticArrays v1.9.12 [1e83bf80] + StaticArraysCore v1.4.3 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.3.2 [5e0ebb24] + Strided v2.2.0 [4db3bf67] + StridedViews v0.3.2 [2efcf032] + SymbolicIndexingInterface v0.3.38 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.0 [02d47bb6] + TensorCast v0.4.8 [9b8138ad] + TransformUtils v0.2.18 [24ddb15e] + TransmuteDims v0.1.16 [9d95972d] + TupleTools v1.6.0 [3a884ed6] + UnPack v1.0.2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [9fa8497b] + Future [b77e0a4c] + InteractiveUtils [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [a63ad114] + Mmap [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [1a1011a3] + SharedArrays [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [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 [05823500] + OpenLibm_jll v0.8.1+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 9.35s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 79.6s ################################################################################ # Testing # Testing ApproxManifoldProducts Status `/tmp/jl_gIFgBq/Project.toml` [9bbbb610] ApproxManifoldProducts v0.9.0 [fbb218c0] BSON v0.3.9 ⌃ [5ae59095] Colors v0.12.11 [150eb455] CoordinateTransformations v0.6.4 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.117 [ffbed154] DocStringExtensions v0.9.3 [0f8b85d8] JSON3 v1.14.1 [2472808a] KernelDensityEstimate v0.5.13 ⌃ [1cead3c2] Manifolds v0.10.12 ⌅ [3362f125] ManifoldsBase v0.15.24 [2774e3e8] NLsolve v4.5.1 [429524aa] Optim v1.11.0 [731186ca] RecursiveArrayTools v3.30.0 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.0 [6038ab10] Rotations v1.7.1 [90137ffa] StaticArrays v1.9.12 [02d47bb6] TensorCast v0.4.8 [9b8138ad] TransformUtils v0.2.18 [2a0f44e3] Base64 [ade2ca70] Dates [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [44cfe95a] Pkg v1.10.0 [9a3f8284] Random [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode Status `/tmp/jl_gIFgBq/Manifest.toml` [47edcb42] ADTypes v1.13.0 [7d9f7c33] Accessors v0.1.41 [79e6a3ab] Adapt v4.2.0 [66dad0bd] AliasTables v1.1.3 [9bbbb610] ApproxManifoldProducts v0.9.0 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.18.0 [fbb218c0] BSON v0.3.9 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [3da002f7] ColorTypes v0.11.5 ⌃ [5ae59095] Colors v0.12.11 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [150eb455] CoordinateTransformations v0.6.4 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.20 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.6.42 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.117 [ffbed154] DocStringExtensions v0.9.3 [b7d42ee7] Einsum v0.4.1 [e2ba6199] ExprTools v0.1.10 [1a297f60] FillArrays v1.13.0 [6a86dc24] FiniteDiff v2.27.0 [53c48c17] FixedPointNumbers v0.8.5 [f6369f11] ForwardDiff v0.10.38 ⌅ [46192b85] GPUArraysCore v0.1.6 [86223c79] Graphs v1.12.0 [34004b35] HypergeometricFunctions v0.3.27 [d25df0c9] Inflate v0.1.5 [842dd82b] InlineStrings v1.4.3 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [0f8b85d8] JSON3 v1.14.1 [2472808a] KernelDensityEstimate v0.5.13 [2c470bb0] Kronecker v0.5.5 [b964fa9f] LaTeXStrings v1.4.0 [1fad7336] LazyStack v0.1.3 [d3d80556] LineSearches v7.3.0 [7a12625a] LinearMaps v3.11.4 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.15 [af67fdf4] ManifoldDiff v0.4.2 ⌃ [1cead3c2] Manifolds v0.10.12 ⌅ [3362f125] ManifoldsBase v0.15.24 [99c1a7ee] MatrixEquations v2.4.2 [e1d29d7a] Missings v1.2.0 [d41bc354] NLSolversBase v7.8.3 [2774e3e8] NLsolve v4.5.1 [77ba4419] NaNMath v1.1.2 [356022a1] NamedDims v1.2.2 [429524aa] Optim v1.11.0 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.32 [65ce6f38] PackageExtensionCompat v1.0.2 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.1 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [94ee1d12] Quaternions v0.7.6 [c1ae055f] RealDot v0.1.0 [3cdcf5f2] RecipesBase v1.3.4 [731186ca] RecursiveArrayTools v3.30.0 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.0 [79098fc4] Rmath v0.8.0 [6038ab10] Rotations v1.7.1 [7e49a35a] RuntimeGeneratedFunctions v0.5.13 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.1 [699a6c99] SimpleTraits v0.9.4 [47aef6b3] SimpleWeightedGraphs v1.4.0 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.0 [90137ffa] StaticArrays v1.9.12 [1e83bf80] StaticArraysCore v1.4.3 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [4c63d2b9] StatsFuns v1.3.2 [5e0ebb24] Strided v2.2.0 [4db3bf67] StridedViews v0.3.2 [892a3eda] StringManipulation v0.4.1 [856f2bd8] StructTypes v1.11.0 [2efcf032] SymbolicIndexingInterface v0.3.38 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [02d47bb6] TensorCast v0.4.8 [9b8138ad] TransformUtils v0.2.18 [24ddb15e] TransmuteDims v0.1.16 [9d95972d] TupleTools v1.6.0 [3a884ed6] UnPack v1.0.2 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [9fa8497b] Future [b77e0a4c] InteractiveUtils [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [1a1011a3] SharedArrays [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [4607b0f0] SuiteSparse [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 [05823500] OpenLibm_jll v0.8.1+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 circular difftheta... | 18 18 1.6s Test Summary: | Pass Total Time test circular manifold BallTree construction small positive... | 16 16 5.2s Test Summary: | Pass Total Time test circular manifold BallTree construction small negative... | 16 16 0.1s Test Summary: | Pass Total Time test circular manifold BallTree construction around 0rad... | 16 16 0.0s Test Summary: | Pass Total Time test circular manifold BallTree construction around π wrap point... | 7 7 0.0s Test Summary: | Pass Total Time basic linear 1D find mu and Lambdas Gaussian product test... | 2 2 26.3s Test Summary: | Pass Total Time test 1D with 3 components on basic Euclidean line... | 2 2 0.0s Test Summary: | Pass Total Time Test SO2 wrap around minimization Gaussian means... | 9 9 2.0s Test Summary: | Pass Total Time basic linear 2D Rotation find mu and Lambdas Gaussian product test... | 8 8 0.8s Test Summary: | Pass Total Time test Manifolds.jl conventions | 10 10 4.0s ┌ Error: Missing SO(2) vector transport numerical verify tests └ @ Main ~/.julia/packages/ApproxManifoldProducts/5ijiZ/test/testLieFundamentals.jl:54 Test Summary: | Pass Total Time SO(2) Vector transport (w curvature) via Jacobians and Lie adjoints | 3 3 3.4s ┌ Warning: TODO find Manifolds operation equivalent to Mahony 2024, perhaps `vector_transport_along`? └ @ Main ~/.julia/packages/ApproxManifoldProducts/5ijiZ/test/testLieFundamentals.jl:171 Test Summary: | Pass Total Time SO(3) Vector transport (w curvature) via Jacobians and Lie adjoints | 10 10 32.7s ┌ Error: Missing SE(2) vector transport numerical verify tests └ @ Main ~/.julia/packages/ApproxManifoldProducts/5ijiZ/test/testLieFundamentals.jl:213 Test Summary: | Pass Total Time SE(2) Vector transport (w curvature) via Jacobians and Lie adjoints | 2 2 3.7s ┌ Error: Missing SE(3) vector transport numerical verify tests └ @ Main ~/.julia/packages/ApproxManifoldProducts/5ijiZ/test/testLieFundamentals.jl:247 Test Summary: | Pass Total Time SE(3) Vector transport (w curvature) via Jacobians and Lie adjoints | 1 1 9.2s Test Summary: | Pass Total Time (Lie Group) on-manifold Gaussian product SO(3), [Ge, van Goor, Mahony, 2024] | 4 4 1m33.1s Test Summary: | Pass Total Time test getManifoldPartial on Euclidean(N) | 6 6 1.4s Test Summary: | Pass Total Time test getManifoldPartial on Circle() | 4 4 1.3s Test Summary: | Pass Total Time test getManifoldPartial on Rotations(2) | 4 4 1.3s Test Summary: | Pass Total Time test getManifoldPartial on SpecialEuclidean(2; vectors=HybridTangentRepresentation()) | 20 20 4.9s ┌ Error: Must fix Sphere(2) partial test └ @ Main ~/.julia/packages/ApproxManifoldProducts/5ijiZ/test/testManifoldPartial.jl:108 Test Summary: | Broken Total Time Reminder, getManifoldPartial on Sphere(2) [TBD] | 1 1 0.0s Test Summary: | Pass Broken Total Time test getPoints under partial with representation | 2 1 3 9.2s Test Summary: | Pass Broken Total Time test marginal of marginal (partial) helper | 75 1 76 2.5s Test Summary: | Pass Total Time test replace overloads full and partial/marginal | 49 49 3.3s Test Summary: | Pass Broken Total Time multiply big and small | 5 2 7 11.4s Test Summary: | Pass Total Time Basic 3D multiply and cross dimension covariance test... | 7 7 6.2s Test Summary: | Pass Total Time test calcProductGaussians | 2 2 3.9s Test Summary: | Pass Total Time comparison test with basic product | 12 12 7.3s Test Summary: | Pass Total Time test dim=2 product with one partial/marginal | 103 103 5.1s Test Summary: | Pass Total Time test dim=2 product with one full and two similar marginals | 103 103 1.0s Test Summary: | Pass Total Time test dim=2 product with one full and two different marginals | 103 103 1.6s Test Summary: | Pass Total Time product of only one marginal per each of two dimensions | 103 103 3.7s Test Summary: | Pass Total Time test dim=2 product of only marginals, two per dimension, 4 factors total | 101 101 0.9s Test Summary: | Pass Total Time test dim=3 product with one full and two different marginals | 153 153 5.9s Test Summary: | Pass Total Time test dim=3 product with one full and two different marginals (marginal first in product) | 153 153 0.4s Test Summary: | Pass Total Time test dim=3 product with two different marginals and one open dimension | 104 104 3.9s Test Summary: | Pass Total Time Test mmd distance between Euclidean beliefs | 1 1 2.7s Test Summary: | Pass Total Time Test mmd distance between 2D Euclidean beliefs | 1 1 0.4s Test Summary: | Pass Broken Total Time partial product with a SpecialEuclidean(2; vectors=HybridTangentRepresentation()) | 403 400 803 59.0s ManifoldKernelDensity{ M = GroupManifold{ℝ, ProductManifold{ℝ, Tuple{TranslationGroup{ManifoldsBase.TypeParameter{Tuple{3}}, ℝ}, SpecialOrthogonal{ManifoldsBase.TypeParameter{Tuple{3}}}}}, Manifolds.SemidirectProductOperation{RotationAction{LeftAction, TranslationGroup{ManifoldsBase.TypeParameter{Tuple{3}}, ℝ}, SpecialOrthogonal{ManifoldsBase.TypeParameter{Tuple{3}}}}}, HybridTangentRepresentation}, B = BallTreeDensity, L = Nothing, P = ArrayPartition{Float64, Tuple{SizedVector{3, Float64, Vector{Float64}}, Matrix{Float64}}} }( Npts: 50 dims: 6 prtl: nothing bws: [0.1985, 0.1888, 0.1485, 0.0471, 0.0627, 0.0563] ipc: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0] mean: ---- ) Test Summary: | Pass Total Time Test isapprox function on basic SpecialEuclidean(3; vectors=HybridTangentRepresentation()) | 10 10 8.1s Test Summary: | Pass Total Time test symmetry of Manifolds.distance | 4 4 2.6s Test Summary: | Pass Total Time test updating of beliefs | 3 3 1.4s Test Summary: | Pass Broken Total Time Test basic MKD statistics | 5 1 6 10.3s _ax_ERR = (log_lie(SpecialOrthogonal(2), r_R_ax_' * r_R_ax))[1, 2] = 0.023615458044124845 testval = isapprox(0, _ax_ERR; atol = 8 / length(ax_CC)) = true Test Summary: | Pass Total Time test ManellicTree construction | 4 4 25.5s Test Summary: | Pass Total Time ManellicTree construction 1D | 362 362 17.6s Test Summary: | Pass Total Time ManellicTree 1D basic construction and evaluations | 106 106 38.2s Test Summary: | Pass Broken Total Time Test evaluate MvNormalKernel | 9 2 11 2.5s y_pdf = 0.6349363593424094 ┌ Warning: soft test failure for approx function vs. true Normal density function evaluation └ @ Main ~/.julia/packages/ApproxManifoldProducts/5ijiZ/test/manellic/testManellicTree.jl:442 Test Summary: | Pass Broken Total Time Basic ManellicTree manifolds construction and evaluations | 2 1 3 47.8s ┌ Warning: Brute force product test overlap 94.56% └ @ Main ~/.julia/packages/ApproxManifoldProducts/5ijiZ/test/manellic/testManellicTree.jl:521 Test Summary: | Broken Total Time Test Product the brute force way, SpecialEuclidean(2; vectors=HybridTangentRepresentation()) | 2 2 17.9s Test Summary: | Pass Total Time Rotated covariance product major axis checks, TranslationGroup(2) | 1 1 0.8s mean(kerpq) = ArrayPartition{Float64, Tuple{SizedVector{2, Float64, Vector{Float64}}, Matrix{Float64}}}(([0.0, 0.0], [0.866025403784439 -0.5000000000000001; 0.5000000000000001 0.866025403784439])) Test Summary: | Pass Total Time Rotated covariance product major axis checks, SpecialEuclidean(2; vectors=HybridTangentRepresentation()) | 1 1 0.2s ┌ Error: expectedLogL for different number of test points not working yet. └ @ Main ~/.julia/packages/ApproxManifoldProducts/5ijiZ/test/manellic/testManellicTree.jl:660 AMP.entropy(mtree) = Inf Test Summary: | Pass Total Time Manellic basic evaluation test 1D | 2 2 3.2s Test Summary: | Pass Total Time Manellic tree bandwidth evaluation | 4 4 2.8s Test Summary: | Pass Total Time Manellic tree kernel bandwidth 1D LOO evaluation/entropy checks | 3 3 1.1s best_cov = Optim.minimizer(res) = 0.4813044901169826 Test Summary: | Pass Total Time Manellic tree bandwidth optimization 1D section search | 4 4 24.2s best_cov = 0.5871688917322848 Test Summary: | Pass Broken Total Time Manellic tree all up construction with bandwith optimization | 1 1 2 14.4s 7.914820 seconds (14.25 M allocations: 859.229 MiB, 2.95% gc time, 44.04% compilation time) best_cov = abs.(Optim.minimizer(res)) = [0.5358726220618273, 0.46860606467318894] Test Summary: | Pass Total Time Multidimensional LOOCV bandwidth optimization, TranslationGroup(2) | 3 3 22.5s 16.850141 seconds (100.64 M allocations: 4.589 GiB, 4.28% gc time, 18.15% compilation time) best_cov = abs.(Optim.minimizer(res)) = [0.6877757029477303, 0.7911609631478506, 0.06044777861588533] Test Summary: | Pass Total Time Multidimensional LOOCV bandwidth optimization, SpecialEuclidean(2; vectors=HybridTangentRepresentation()) | 5 5 49.6s 82.367391 seconds (546.52 M allocations: 38.486 GiB, 10.93% gc time, 4.53% compilation time) best_cov = abs.(Optim.minimizer(res)) = [0.7055989374253135, 0.8361307460169485, 0.8069065635568197, 0.10642720110421106, 0.06782804572345183, 0.07496388279561081] Test Summary: | Pass Total Time Multidimensional LOOCV bandwidth optimization, SpecialEuclidean(3; vectors=HybridTangentRepresentation()) | 5 5 4m12.9s Test Summary: | Pass Total Time Test utility functions for Gaussian products, TranslationGroup(1) | 4 4 1.4s [ Info: Leaves only label sampling version (Gibbs), TranslationGroup(1) [ Info: Multi-scale label sampling version (Gibbs), TranslationGroup(1) Test Summary: | Pass Total Time Product of two Manellic beliefs, Sequential Gibbs, TranslationGroup(1) | 19 19 4.3s Test Summary: | Pass Total Time Multi-scale label sampling version (Gibbs), TranslationGroup(2) | 1 1 20.8s Testing ApproxManifoldProducts tests passed Testing completed after 991.68s PkgEval succeeded after 1093.69s