Package evaluation of RestrictedBoltzmannMachines on Julia 1.12.0-rc1.2 (995ff9db19*) started at 2025-07-14T14:44:29.781 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.6s ################################################################################ # Installation # Installing RestrictedBoltzmannMachines... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [12e6b396] + RestrictedBoltzmannMachines v5.1.1 Updating `~/.julia/environments/v1.12/Manifest.toml` [79e6a3ab] + Adapt v4.3.0 [4fba245c] + ArrayInterface v7.19.0 [d360d2e6] + ChainRulesCore v1.25.2 [f70d9fcc] + CommonWorldInvalidations v1.0.0 [34da2185] + Compat v4.17.0 [187b0558] + ConstructionBase v1.6.0 [b552c78f] + DiffRules v1.15.1 [ffbed154] + DocStringExtensions v0.9.5 [da5c29d0] + EllipsisNotation v1.8.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [615f187c] + IfElse v0.1.1 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [77ba4419] + NaNMath v1.1.3 [3bd65402] + Optimisers v0.4.6 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [ae029012] + Requires v1.3.1 [12e6b396] + RestrictedBoltzmannMachines v5.1.1 [276daf66] + SpecialFunctions v2.5.1 [aedffcd0] + Static v1.2.0 [0d7ed370] + StaticArrayInterface v1.8.0 [10745b16] + Statistics v1.11.1 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [56f22d72] + Artifacts v1.11.0 [ade2ca70] + Dates v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Installation completed after 4.08s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 59.98s ################################################################################ # Testing # Testing RestrictedBoltzmannMachines Status `/tmp/jl_723189/Project.toml` [4c88cf16] Aqua v0.8.13 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.120 [da5c29d0] EllipsisNotation v1.8.0 [26cc04aa] FiniteDifferences v0.12.32 [f6369f11] ForwardDiff v1.0.1 [f67ccb44] HDF5 v0.17.2 [2ab3a3ac] LogExpFunctions v0.3.29 [872c559c] NNlib v0.9.30 [3bd65402] Optimisers v0.4.6 [1fd47b50] QuadGK v2.11.2 [12e6b396] RestrictedBoltzmannMachines v5.1.1 [276daf66] SpecialFunctions v2.5.1 [10745b16] Statistics v1.11.1 [2913bbd2] StatsBase v0.34.5 [98cad3c8] ValueHistories v0.5.4 [e88e6eb3] Zygote v0.7.10 [b77e0a4c] InteractiveUtils v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_723189/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.13 [4fba245c] ArrayInterface v7.19.0 [a9b6321e] Atomix v1.1.1 [082447d4] ChainRules v1.72.5 [d360d2e6] ChainRulesCore v1.25.2 [bbf7d656] CommonSubexpressions v0.3.1 [f70d9fcc] CommonWorldInvalidations v1.0.0 ⌃ [34da2185] Compat v4.16.0 [187b0558] ConstructionBase v1.6.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [da5c29d0] EllipsisNotation v1.8.0 [1a297f60] FillArrays v1.13.0 [26cc04aa] FiniteDifferences v0.12.32 [f6369f11] ForwardDiff v1.0.1 [d9f16b24] Functors v0.5.2 [46192b85] GPUArraysCore v0.2.0 [f67ccb44] HDF5 v0.17.2 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [7869d1d1] IRTools v0.4.15 [615f187c] IfElse v0.1.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 ⌃ [63c18a36] KernelAbstractions v0.9.35 [2ab3a3ac] LogExpFunctions v0.3.29 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [872c559c] NNlib v0.9.30 [77ba4419] NaNMath v1.1.3 [3bd65402] Optimisers v0.4.6 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 ⌃ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [c1ae055f] RealDot v0.1.0 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [12e6b396] RestrictedBoltzmannMachines v5.1.1 [708f8203] Richardson v1.4.2 [79098fc4] Rmath v0.8.0 [7e506255] ScopedValues v1.3.0 [a2af1166] SortingAlgorithms v1.2.1 [dc90abb0] SparseInverseSubset v0.1.2 [276daf66] SpecialFunctions v2.5.1 [aedffcd0] Static v1.2.0 [0d7ed370] StaticArrayInterface v1.8.0 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [09ab397b] StructArrays v0.7.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [013be700] UnsafeAtomics v0.3.0 [98cad3c8] ValueHistories v0.5.4 [e88e6eb3] Zygote v0.7.10 [700de1a5] ZygoteRules v0.2.7 [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.1+0 [7cb0a576] MPICH_jll v4.3.1+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.8+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [477f73a3] libaec_jll v1.1.3+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.11.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.64.0+1 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌃ have new versions available and may be upgradable. Testing Running tests... Precompiling packages... 2670.8 ms ✓ ChainRulesCore 1860.9 ms ✓ Functors 5657.9 ms ✓ Static 3441.9 ms ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 883.1 ms ✓ ArrayInterface → ArrayInterfaceChainRulesCoreExt 4061.6 ms ✓ SpecialFunctions → SpecialFunctionsChainRulesCoreExt 2312.5 ms ✓ Optimisers 8391.7 ms ✓ StaticArrayInterface 745.3 ms ✓ Optimisers → OptimisersAdaptExt 722.8 ms ✓ EllipsisNotation 2583.1 ms ✓ RestrictedBoltzmannMachines 11 dependencies successfully precompiled in 34 seconds. 29 already precompiled. Test Summary: | Pass Total Time two | 5 5 1.3s Test Summary: | Pass Total Time inf | 3 3 0.0s Test Summary: | Pass Total Time generate_sequences | 1 1 0.4s Test Summary: | Pass Total Time broadlike | 3 3 3.1s Test Summary: | Pass Total Time wmean | 7 7 8.2s Test Summary: | Pass Total Time wsum | 7 7 0.5s Test Summary: | Pass Total Time reshape_maybe | 12 12 0.3s Test Summary: | Pass Total Time sizedims | 6 6 0.1s Test Summary: | Pass Total Time moving_average | 103 103 0.0s Test Summary: | Pass Total Time vstack | 3 3 0.7s Test Summary: | Pass Total Time convert_eltype | 7 7 1.3s Test Summary: | Pass Total Time linalg | 6 6 8.2s Test Summary: | Pass Total Time onehot | 2102 2102 2.0s Test Summary: | Pass Total Time categorical_rand | 3 3 0.8s Test Summary: | Pass Total Time categorical_sample | 1 1 30.2s Test Summary: | Pass Total Time gumbel | 2 2 0.3s Test Summary: | Pass Total Time categorical_sample_from_logits | 1 1 8.1s Test Summary: | Pass Total Time categorical_sample_from_logits_gumbel | 1 1 2.3s Precompiling packages... 3177.8 ms ✓ QuadGK 1 dependency successfully precompiled in 3 seconds. 14 already precompiled. Precompiling packages... 1867.9 ms ✓ ZygoteRules 1360.0 ms ✓ ChainRulesCore → ChainRulesCoreSparseArraysExt 992.9 ms ✓ AbstractFFTs → AbstractFFTsChainRulesCoreExt 14176.2 ms ✓ ChainRules 82184.6 ms ✓ Zygote 5 dependencies successfully precompiled in 101 seconds. 62 already precompiled. Precompiling packages... 1915.4 ms ✓ ArrayInterface → ArrayInterfaceChainRulesExt 1 dependency successfully precompiled in 2 seconds. 40 already precompiled. Test Summary: | Pass Total Time batches, n=5, m=2, Bv=(), Bh=() | 8 8 1m35.5s Test Summary: | Pass Total Time batches, n=5, m=2, Bv=(), Bh=(3, 2) | 9 9 44.0s Test Summary: | Pass Total Time batches, n=5, m=2, Bv=(3, 2), Bh=() | 9 9 7.1s Test Summary: | Pass Total Time batches, n=5, m=2, Bv=(3, 2), Bh=(3, 2) | 9 9 14.8s Test Summary: | Pass Total Time batches, n=5, m=(3, 4), Bv=(), Bh=() | 8 8 9.1s Test Summary: | Pass Total Time batches, n=5, m=(3, 4), Bv=(), Bh=(3, 2) | 9 9 28.7s Test Summary: | Pass Total Time batches, n=5, m=(3, 4), Bv=(3, 2), Bh=() | 9 9 3.8s Test Summary: | Pass Total Time batches, n=5, m=(3, 4), Bv=(3, 2), Bh=(3, 2) | 9 9 7.8s Test Summary: | Pass Total Time batches, n=(5, 2), m=2, Bv=(), Bh=() | 8 8 4.1s Test Summary: | Pass Total Time batches, n=(5, 2), m=2, Bv=(), Bh=(3, 2) | 9 9 3.6s Test Summary: | Pass Total Time batches, n=(5, 2), m=2, Bv=(3, 2), Bh=() | 9 9 3.6s Test Summary: | Pass Total Time batches, n=(5, 2), m=2, Bv=(3, 2), Bh=(3, 2) | 9 9 7.1s Test Summary: | Pass Total Time batches, n=(5, 2), m=(3, 4), Bv=(), Bh=() | 8 8 3.8s Test Summary: | Pass Total Time batches, n=(5, 2), m=(3, 4), Bv=(), Bh=(3, 2) | 9 9 3.6s Test Summary: | Pass Total Time batches, n=(5, 2), m=(3, 4), Bv=(3, 2), Bh=() | 9 9 3.8s Test Summary: | Pass Total Time batches, n=(5, 2), m=(3, 4), Bv=(3, 2), Bh=(3, 2) | 9 9 8.6s Test Summary: | Pass Total Time singleton batch dims | 14 14 4.9s Test Summary: | Pass Total Time sample_v_from_v and sample_h_from_h on binary RBM | 4 4 12.1s Test Summary: | Pass Total Time rbm convenience constructors | 11 11 2.0s Test Summary: | Pass Total Time Binary-Binary RBM | 60 60 20.6s Test Summary: | Pass Total Time mirror | 5 5 6.3s Test Summary: | Pass Total Time binary free energy | 5 5 2.0s Test Summary: | Pass Total Time Gaussian-Gaussian RBM, 1-dimension | 1 1 13.0s Test Summary: | Pass Total Time Gaussian-Gaussian RBM, multi-dimensional | 8 8 39.6s Test Summary: | Pass Total Time zero hidden units | 1 1 0.0s Test Summary: | Pass Total Time ∂free_energy | 12 12 30.0s Test Summary: | Pass Total Time total_mean_h_from_v, total_mean_v_from_h, etc. | 8 8 10.8s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.Binary | 79 79 40.0s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.Spin | 79 79 28.7s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.Potts | 79 79 28.6s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.Gaussian | 79 79 28.9s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.ReLU | 79 79 33.2s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.dReLU | 79 79 1m17.8s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.pReLU | 79 79 1m08.4s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.xReLU | 79 79 1m23.2s Test Summary: | Pass Total Time discrete layers (RestrictedBoltzmannMachines.Binary) | 2 2 2.4s Test Summary: | Pass Total Time discrete layers (RestrictedBoltzmannMachines.Spin) | 2 2 1.7s Test Summary: | Pass Total Time discrete layers (RestrictedBoltzmannMachines.Potts) | 2 2 1.9s Test Summary: | Pass Total Time Binary | 127 127 6.7s Test Summary: | Pass Total Time Spin | 5 5 5.5s Test Summary: | Pass Total Time Potts | 7 7 5.8s Test Summary: | Pass Total Time Gaussian | 7 7 18.8s Test Summary: | Pass Total Time ReLU | 7 7 14.0s Test Summary: | Pass Total Time pReLU / xReLU / dReLU convert | 41 41 17.9s Test Summary: | Pass Total Time dReLU | 9 9 17.7s Test Summary: | Pass Total Time pReLU | 3 3 1m33.3s Test Summary: | Pass Total Time xReLU | 3 3 1m31.3s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.Binary | 1 1 2.1s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.Spin | 1 1 1.9s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.Potts | 1 1 1.3s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.Gaussian | 1 1 4.9s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.ReLU | 1 1 1.0s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.dReLU | 1 1 7.4s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.pReLU | 1 1 11.5s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.xReLU | 1 1 11.2s Test Summary: | Pass Total Time binary pseudolikelihood | 4 4 6.6s Test Summary: | Pass Total Time spins pseudolikelihood | 4 4 4.3s Test Summary: | Pass Total Time Potts pseudolikelihood | 4 4 4.2s Test Summary: | Pass Total Time nobs | 7 7 0.1s Test Summary: | Pass Total Time getobs | 6 6 1.0s Test Summary: | Pass Total Time shuffleobs | 4 4 0.5s Test Summary: | Pass Total Time infinite_minibatches | 49 49 0.6s Test Summary: | Pass Total Time initialization Binary | 1 1 2.8s Test Summary: | Pass Total Time initialization Spin | 1 1 3.0s Test Summary: | Pass Total Time initialization Potts | 1 1 11.6s Test Summary: | Pass Total Time initialization Gaussian | 2 2 5.0s Test Summary: | Pass Total Time initialization dReLU | 2 2 8.1s Test Summary: | Pass Total Time initialization pReLU | 2 2 2.6s Test Summary: | Pass Total Time initialization xReLU | 2 2 2.7s Test Summary: | Pass Total Time ∂regularize! | 3 3 28.2s Test Summary: | Pass Total Time ∂regularize | 3 3 4.4s Test Summary: | Pass Total Time ∂regularize_fields | 9 9 6.0s Precompiling packages... 1909.3 ms ✓ PDMats 1962.9 ms ✓ SortingAlgorithms 1580.6 ms ✓ FillArrays → FillArraysPDMatsExt 5336.6 ms ✓ StatsBase 10698.2 ms ✓ Distributions 5 dependencies successfully precompiled in 23 seconds. 43 already precompiled. Precompiling packages... 4152.4 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 1 dependency successfully precompiled in 4 seconds. 24 already precompiled. Precompiling packages... 4351.7 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 5 seconds. 50 already precompiled. Precompiling packages... 4539.5 ms ✓ Distributions → DistributionsChainRulesCoreExt 1 dependency successfully precompiled in 5 seconds. 53 already precompiled. Test Summary: | Pass Total Time sqrt1half | 6 6 0.0s Test Summary: | Pass Total Time randnt | 5 5 0.0s Test Summary: | Pass Total Time ∂ operations | 4 4 0.3s Precompiling packages... 15556.9 ms ✓ StaticArrays 1521.9 ms ✓ StaticArrays → StaticArraysChainRulesCoreExt 1439.4 ms ✓ StaticArrays → StaticArraysStatisticsExt 1424.4 ms ✓ Adapt → AdaptStaticArraysExt 8583.8 ms ✓ KernelAbstractions 2633.5 ms ✓ KernelAbstractions → LinearAlgebraExt 14961.2 ms ✓ NNlib 7 dependencies successfully precompiled in 46 seconds. 26 already precompiled. Precompiling packages... 1628.1 ms ✓ StaticArrayInterface → StaticArrayInterfaceStaticArraysExt 1 dependency successfully precompiled in 2 seconds. 20 already precompiled. Precompiling packages... 1487.0 ms ✓ ConstructionBase → ConstructionBaseStaticArraysExt 1 dependency successfully precompiled in 2 seconds. 10 already precompiled. Precompiling packages... 1671.8 ms ✓ StructArrays → StructArraysStaticArraysExt 1 dependency successfully precompiled in 2 seconds. 19 already precompiled. Precompiling packages... 4472.3 ms ✓ ForwardDiff → ForwardDiffStaticArraysExt 1 dependency successfully precompiled in 5 seconds. 22 already precompiled. Precompiling packages... 3041.8 ms ✓ KernelAbstractions → SparseArraysExt 1 dependency successfully precompiled in 3 seconds. 29 already precompiled. Precompiling packages... 2601.0 ms ✓ StructArrays → StructArraysGPUArraysCoreExt 1 dependency successfully precompiled in 3 seconds. 36 already precompiled. Precompiling packages... 3151.6 ms ✓ NNlib → NNlibSpecialFunctionsExt 1 dependency successfully precompiled in 3 seconds. 43 already precompiled. Precompiling packages... 3361.6 ms ✓ NNlib → NNlibForwardDiffExt 1 dependency successfully precompiled in 4 seconds. 50 already precompiled. Test Summary: | Pass Total Time Binary-Binary RBM partition function (brute force) | 3 3 36.7s Test Summary: | Pass Total Time Spin-Binary RBM partition function (brute force) | 3 3 22.5s Test Summary: | Pass Total Time metropolis β=0.5 | 1 1 11.2s Test Summary: | Pass Total Time metropolis β=1.0 | 1 1 7.0s Test Summary: | Pass Total Time metropolis β=2.0 | 1 1 6.9s Test Summary: | Pass Total Time metropolis! β=0.5 | 1 1 7.7s Test Summary: | Pass Total Time metropolis! β=1.0 | 1 1 6.7s Test Summary: | Pass Total Time metropolis! β=2.0 | 1 1 6.9s Test Summary: | Pass Total Time zerosum (visible Potts) | 5 5 10.5s Test Summary: | Pass Total Time zerosum (hidden Potts) | 5 5 3.1s Test Summary: | Pass Total Time zerosum (visible and hidden Potts) | 7 7 13.2s Test Summary: | Pass Total Time zerosum (visible Potts, various hidden layers) | 28 28 21.4s Test Summary: | Pass Total Time rescale_activations! | 10 10 8.4s Test Summary: | Pass Total Time rescale_hidden! | 6 6 9.4s Test Summary: | Pass Total Time rescale_weights! | 2 2 1.2s Test Summary: | Pass Total Time pcd | 3 3 22.5s Test Summary: | Pass Total Time shift_fields | 8 8 3.8s Test Summary: | Pass Total Time shift_fields! | 8 8 1.1s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.Potts | 66 66 4.0s Test Summary: | Pass Total Time testing RestrictedBoltzmannMachines.PottsGumbel | 66 66 14.7s Test Summary: | Pass Total Time discrete layers (RestrictedBoltzmannMachines.Potts) | 2 2 0.2s Test Summary: | Pass Total Time discrete layers (RestrictedBoltzmannMachines.PottsGumbel) | 2 2 2.4s Test Summary: | Pass Total Time PottsGumbel | 6 6 0.9s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.Potts | 1 1 0.0s Test Summary: | Pass Total Time grad2ave RestrictedBoltzmannMachines.PottsGumbel | 1 1 1.1s Precompiling packages... 15000.3 ms ✓ HDF5 1 dependency successfully precompiled in 15 seconds. 41 already precompiled. Precompiling packages... 10087.2 ms ✓ RestrictedBoltzmannMachines → HDF5Ext 1 dependency successfully precompiled in 10 seconds. 71 already precompiled. Test Summary: | Pass Total Time rbm | 5 5 13.6s Test Summary: | Pass Total Time layers | 24 24 1.5s Test Summary: | Pass Total Time Gaussian | 6 6 1.0s Test Summary: | Pass Total Time PottsGumbel | 4 4 1.1s Test Summary: | Pass Total Time std | 12 12 3.0s Test Summary: | Pass Total Time CenteredBinaryRBM | 7 7 3.6s Test Summary: | Pass Total Time center / uncenter | 7 7 1.3s Test Summary: | Pass Total Time rbm energy invariance | 2 2 6.2s Test Summary: | Pass Total Time free energy | 1 1 0.9s Test Summary: | Pass Total Time ∂free energy | 3 3 19.0s Test Summary: | Pass Total Time mirror | 5 5 7.1s Test Summary: | Pass Total Time centered pcd | 5 5 45.6s Test Summary: | Pass Total Time centered pcd training | 3 3 11.1s Test Summary: | Pass Total Time ∂regularize! centered RBM | 3 3 40.1s Test Summary: | Pass Total Time ∂regularize! centered RBM | 3 3 52.1s Test Summary: | Pass Total Time ∂regularize! centered RBM | 3 3 44.1s Test Summary: | Pass Total Time shift_fields | 8 8 2.8s Test Summary: | Pass Total Time shift_fields! | 8 8 0.0s Test Summary: | Pass Total Time standardize | 16 16 14.5s Test Summary: | Pass Total Time unstandardize | 3 3 0.1s Test Summary: | Pass Total Time delta_energy | 4 4 0.4s Test Summary: | Pass Total Time standardize! | 6 6 1.8s Test Summary: | Pass Total Time ∂free energy | 8 8 14.8s Test Summary: | Pass Total Time standardized constructor | 2 2 0.2s Test Summary: | Pass Total Time rescale_hidden_activations! | 6 6 7.9s Test Summary: | Pass Total Time standardized pcd | 4 4 33.0s Test Summary: | Pass Total Time exact enumeration of configurations | 20 20 1m24.0s Test Summary: | Pass Total Time ∂regularize! standardized RBM with Binary | 6 6 1m04.6s Test Summary: | Pass Total Time ∂regularize! standardized RBM with ReLU | 6 6 1m10.0s Test Summary: | Pass Total Time ∂regularize! standardized RBM with dReLU | 6 6 54.7s Test Summary: | Pass Total Time unstandardized_weights | 1 1 0.4s Test Summary: | Pass Total Time weight_norms | 1 1 0.5s Test Summary: | Pass Total Time rescale_weights! std ReLU | 3 3 4.8s Test Summary: | Pass Total Time rescale_weights! std dReLU | 3 3 10.8s Test Summary: | Pass Total Time rescale_weights! std Binary | 2 2 0.2s Test Summary: | Pass Total Time nsReLU convert | 7 7 0.7s Test Summary: | Pass Total Time nsReLU | 2 2 7.8s Test Summary: | Pass Total Time aqua | 11 11 1m18.4s Testing RestrictedBoltzmannMachines tests passed Testing completed after 2509.5s PkgEval succeeded after 2607.54s