Package evaluation of TuringBenchmarking on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T18:22:16.769 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.07s ################################################################################ # Installation # Installing TuringBenchmarking... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [0db1332d] + TuringBenchmarking v0.5.9 Updating `~/.julia/environments/v1.11/Manifest.toml` [47edcb42] + ADTypes v1.14.0 [621f4979] + AbstractFFTs v1.5.0 [80f14c24] + AbstractMCMC v5.6.0 ⌅ [7a57a42e] + AbstractPPL v0.10.1 [1520ce14] + AbstractTrees v0.4.5 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.1 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [6e4b80f9] + BenchmarkTools v1.6.0 [76274a88] + Bijectors v0.15.6 [fa961155] + CEnum v0.5.0 [082447d4] + ChainRules v1.72.3 [d360d2e6] + ChainRulesCore v1.25.1 [9e997f8a] + ChangesOfVariables v0.1.9 [38540f10] + CommonSolve v0.2.4 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [88cd18e8] + ConsoleProgressMonitor v0.1.2 [187b0558] + ConstructionBase v1.5.8 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [b429d917] + DensityInterface v0.4.0 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.6.50 [31c24e10] + Distributions v0.25.118 [ffbed154] + DocStringExtensions v0.9.4 [366bfd00] + DynamicPPL v0.35.6 [1a297f60] + FillArrays v1.13.0 ⌅ [f6369f11] + ForwardDiff v0.10.38 [069b7b12] + FunctionWrappers v1.1.3 [d9f16b24] + Functors v0.5.2 [0c68f7d7] + GPUArrays v11.2.2 [46192b85] + GPUArraysCore v0.2.0 [076d061b] + HashArrayMappedTries v0.2.0 [34004b35] + HypergeometricFunctions v0.3.28 [7869d1d1] + IRTools v0.4.14 [22cec73e] + InitialValues v0.3.1 [3587e190] + InverseFunctions v0.1.17 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 [63c18a36] + KernelAbstractions v0.9.34 [929cbde3] + LLVM v9.2.0 [b964fa9f] + LaTeXStrings v1.4.0 [1d6d02ad] + LeftChildRightSiblingTrees v0.2.0 [6fdf6af0] + LogDensityProblems v2.1.2 [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.1.0 [1914dd2f] + MacroTools v0.5.15 [dbb5928d] + MappedArrays v0.4.2 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [77ba4419] + NaNMath v1.1.3 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.33 [69de0a69] + Parsers v2.8.1 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [08abe8d2] + PrettyTables v2.4.0 [33c8b6b6] + ProgressLogging v0.1.4 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [c1ae055f] + RealDot v0.1.0 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [37e2e3b7] + ReverseDiff v1.16.1 [79098fc4] + Rmath v0.8.0 [f2b01f46] + Roots v2.2.7 [7e506255] + ScopedValues v1.3.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.1 [dc90abb0] + SparseInverseSubset v0.1.2 [276daf66] + SpecialFunctions v2.5.0 [171d559e] + SplittablesBase v0.1.15 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.4.0 [892a3eda] + StringManipulation v0.4.1 [09ab397b] + StructArrays v0.7.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.0 [5d786b92] + TerminalLoggers v0.1.7 [28d57a85] + Transducers v0.4.84 [0db1332d] + TuringBenchmarking v0.5.9 [013be700] + UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] + Zygote v0.6.76 [700de1a5] + ZygoteRules v0.2.7 [dad2f222] + LLVMExtra_jll v0.0.35+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+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 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [4af54fe1] + LazyArtifacts v1.11.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.11.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.11.0 [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 v1.1.1+0 [deac9b47] + LibCURL_jll v8.6.0+0 [e37daf67] + LibGit2_jll v1.7.2+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.6+0 [14a3606d] + MozillaCACerts_jll v2023.12.12 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.59.0+0 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 5.96s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 339.49s ################################################################################ # Testing # Testing TuringBenchmarking Status `/tmp/jl_67njaN/Project.toml` [47edcb42] ADTypes v1.14.0 [6e4b80f9] BenchmarkTools v1.6.0 [31c24e10] Distributions v0.25.118 [ced4e74d] DistributionsAD v0.6.58 [366bfd00] DynamicPPL v0.35.6 ⌅ [f6369f11] ForwardDiff v0.10.38 [37e2e3b7] ReverseDiff v1.16.1 [0db1332d] TuringBenchmarking v0.5.9 ⌅ [e88e6eb3] Zygote v0.6.76 [8dfed614] Test v1.11.0 Status `/tmp/jl_67njaN/Manifest.toml` [47edcb42] ADTypes v1.14.0 [621f4979] AbstractFFTs v1.5.0 [80f14c24] AbstractMCMC v5.6.0 ⌅ [7a57a42e] AbstractPPL v0.10.1 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [a9b6321e] Atomix v1.1.1 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [6e4b80f9] BenchmarkTools v1.6.0 [76274a88] Bijectors v0.15.6 [fa961155] CEnum v0.5.0 [082447d4] ChainRules v1.72.3 [d360d2e6] ChainRulesCore v1.25.1 [9e997f8a] ChangesOfVariables v0.1.9 [38540f10] CommonSolve v0.2.4 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [88cd18e8] ConsoleProgressMonitor v0.1.2 [187b0558] ConstructionBase v1.5.8 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [244e2a9f] DefineSingletons v0.1.2 [b429d917] DensityInterface v0.4.0 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.6.50 [31c24e10] Distributions v0.25.118 [ced4e74d] DistributionsAD v0.6.58 [ffbed154] DocStringExtensions v0.9.4 [366bfd00] DynamicPPL v0.35.6 [1a297f60] FillArrays v1.13.0 ⌅ [f6369f11] ForwardDiff v0.10.38 [069b7b12] FunctionWrappers v1.1.3 [d9f16b24] Functors v0.5.2 [0c68f7d7] GPUArrays v11.2.2 [46192b85] GPUArraysCore v0.2.0 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [7869d1d1] IRTools v0.4.14 [22cec73e] InitialValues v0.3.1 [3587e190] InverseFunctions v0.1.17 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [63c18a36] KernelAbstractions v0.9.34 [929cbde3] LLVM v9.2.0 [b964fa9f] LaTeXStrings v1.4.0 [1d6d02ad] LeftChildRightSiblingTrees v0.2.0 [6fdf6af0] LogDensityProblems v2.1.2 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.1.0 [1914dd2f] MacroTools v0.5.15 [dbb5928d] MappedArrays v0.4.2 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 [77ba4419] NaNMath v1.1.3 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.33 [69de0a69] Parsers v2.8.1 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [33c8b6b6] ProgressLogging v0.1.4 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [c1ae055f] RealDot v0.1.0 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [37e2e3b7] ReverseDiff v1.16.1 [79098fc4] Rmath v0.8.0 [f2b01f46] Roots v2.2.7 [7e506255] ScopedValues v1.3.0 [efcf1570] Setfield v1.1.2 [a2af1166] SortingAlgorithms v1.2.1 [dc90abb0] SparseInverseSubset v0.1.2 [276daf66] SpecialFunctions v2.5.0 [171d559e] SplittablesBase v0.1.15 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [4c63d2b9] StatsFuns v1.4.0 [892a3eda] StringManipulation v0.4.1 [09ab397b] StructArrays v0.7.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.0 [5d786b92] TerminalLoggers v0.1.7 [28d57a85] Transducers v0.4.84 [0db1332d] TuringBenchmarking v0.5.9 [013be700] UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] Zygote v0.6.76 [700de1a5] ZygoteRules v0.2.7 [dad2f222] LLVMExtra_jll v0.0.35+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+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 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.11.0 [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 v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling DistributionsAD... 9951.1 ms ✓ DistributionsAD 1 dependency successfully precompiled in 13 seconds. 80 already precompiled. Precompiling BijectorsDistributionsADExt... 4693.7 ms ✓ Bijectors → BijectorsDistributionsADExt 1 dependency successfully precompiled in 7 seconds. 101 already precompiled. Precompiling DistributionsADReverseDiffExt... 4621.9 ms ✓ DistributionsAD → DistributionsADForwardDiffExt 12765.1 ms ✓ DistributionsAD → DistributionsADReverseDiffExt 2 dependencies successfully precompiled in 20 seconds. 89 already precompiled. ┌ Warning: The `check_grads` keyword argument is deprecated. Use `check` instead. │ caller = macro expansion at runtests.jl:58 [inlined] └ @ Core ~/.julia/packages/TuringBenchmarking/Tcy5t/test/runtests.jl:58 ┌ Warning: `ad.compile` where `ad` is `AutoReverseDiff` has been deprecated and will be removed in v2. Instead it is available as a compile-time constant as `AutoReverseDiff{true}` or `AutoReverseDiff{false}`. │ caller = backend_label(ad::AutoReverseDiff{false}) at TuringBenchmarking.jl:37 └ @ TuringBenchmarking ~/.julia/packages/TuringBenchmarking/Tcy5t/src/TuringBenchmarking.jl:37 ┌ Warning: `ad.compile` where `ad` is `AutoReverseDiff` has been deprecated and will be removed in v2. Instead it is available as a compile-time constant as `AutoReverseDiff{true}` or `AutoReverseDiff{false}`. │ caller = backend_label(ad::AutoReverseDiff{true}) at TuringBenchmarking.jl:37 └ @ TuringBenchmarking ~/.julia/packages/TuringBenchmarking/Tcy5t/src/TuringBenchmarking.jl:37 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 (1/2) benchmarking "evaluation"... (1/2) benchmarking "linked"... done (took 2.591027128 seconds) (2/2) benchmarking "standard"... done (took 1.080289486 seconds) done (took 5.213570892 seconds) (2/2) benchmarking "gradient"... (1/4) benchmarking "AutoReverseDiff(compile=true)"... (1/2) benchmarking "linked"... done (took 1.190091537 seconds) (2/2) benchmarking "standard"... done (took 1.130449962 seconds) done (took 3.405579689 seconds) (2/4) benchmarking "AutoForwardDiff(chunksize=0)"... (1/2) benchmarking "linked"... done (took 1.1907883 seconds) (2/2) benchmarking "standard"... done (took 1.088290289 seconds) done (took 3.381629049 seconds) (3/4) benchmarking "AutoReverseDiff()"... (1/2) benchmarking "linked"... done (took 1.219956079 seconds) (2/2) benchmarking "standard"... done (took 1.126129644 seconds) done (took 3.458732916 seconds) (4/4) benchmarking "AutoZygote()"... (1/2) benchmarking "linked"... done (took 1.143954341 seconds) (2/2) benchmarking "standard"... done (took 1.120146531 seconds) done (took 3.370678795 seconds) done (took 14.718379287 seconds) ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 (1/2) benchmarking "evaluation"... (1/2) benchmarking "linked"... done (took 2.589787582 seconds) (2/2) benchmarking "standard"... done (took 2.570144151 seconds) done (took 6.554069201 seconds) (2/2) benchmarking "gradient"... (1/4) benchmarking "AutoReverseDiff(compile=true)"... (1/2) benchmarking "linked"... done (took 1.337185317 seconds) (2/2) benchmarking "standard"... done (took 1.320772446 seconds) done (took 3.963712946 seconds) (2/4) benchmarking "AutoForwardDiff(chunksize=0)"... (1/2) benchmarking "linked"... done (took 1.337898161 seconds) (2/2) benchmarking "standard"... done (took 1.305441355 seconds) done (took 3.887200374 seconds) (3/4) benchmarking "AutoReverseDiff()"... (1/2) benchmarking "linked"... done (took 1.281845582 seconds) (2/2) benchmarking "standard"... done (took 1.314731844 seconds) done (took 3.904623936 seconds) (4/4) benchmarking "AutoZygote()"... (1/2) benchmarking "linked"... done (took 1.309496305 seconds) (2/2) benchmarking "standard"... done (took 1.258382728 seconds) done (took 3.821361909 seconds) done (took 16.891833038 seconds) ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 (1/2) benchmarking "evaluation"... (1/2) benchmarking "linked"... done (took 1.236683898 seconds) (2/2) benchmarking "standard"... done (took 1.216445513 seconds) done (took 3.719683361 seconds) (2/2) benchmarking "gradient"... (1/4) benchmarking "AutoReverseDiff(compile=true)"... (1/2) benchmarking "linked"... done (took 1.207940475 seconds) (2/2) benchmarking "standard"... done (took 1.250801452 seconds) done (took 3.735811815 seconds) (2/4) benchmarking "AutoForwardDiff(chunksize=0)"... (1/2) benchmarking "linked"... done (took 1.247930109 seconds) (2/2) benchmarking "standard"... done (took 1.251536944 seconds) done (took 3.753248457 seconds) (3/4) benchmarking "AutoReverseDiff()"... (1/2) benchmarking "linked"... done (took 1.245059157 seconds) (2/2) benchmarking "standard"... done (took 1.275659162 seconds) done (took 3.786775194 seconds) (4/4) benchmarking "AutoZygote()"... (1/2) benchmarking "linked"... done (took 1.255328918 seconds) (2/2) benchmarking "standard"... done (took 1.280620744 seconds) done (took 3.788327428 seconds) done (took 16.289452532 seconds) ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: Gradient computation (without linking) failed for AutoZygote(): ErrorException("Mutating arrays is not supported -- called setindex!(Vector{Float64}, ...)\nThis error occurs when you ask Zygote to differentiate operations that change\nthe elements of arrays in place (e.g. setting values with x .= ...)\n\nPossible fixes:\n- avoid mutating operations (preferred)\n- or read the documentation and solutions for this error\n https://fluxml.ai/Zygote.jl/latest/limitations\n") └ @ TuringBenchmarking ~/.julia/packages/TuringBenchmarking/Tcy5t/src/TuringBenchmarking.jl:208 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: Gradient computation (with linking) failed for AutoZygote(): ErrorException("Mutating arrays is not supported -- called setindex!(Vector{Float64}, ...)\nThis error occurs when you ask Zygote to differentiate operations that change\nthe elements of arrays in place (e.g. setting values with x .= ...)\n\nPossible fixes:\n- avoid mutating operations (preferred)\n- or read the documentation and solutions for this error\n https://fluxml.ai/Zygote.jl/latest/limitations\n") └ @ TuringBenchmarking ~/.julia/packages/TuringBenchmarking/Tcy5t/src/TuringBenchmarking.jl:233 (1/2) benchmarking "evaluation"... (1/2) benchmarking "linked"... done (took 1.826077902 seconds) (2/2) benchmarking "standard"... done (took 1.383866719 seconds) done (took 4.545732222 seconds) (2/2) benchmarking "gradient"... (1/4) benchmarking "AutoReverseDiff(compile=true)"... (1/2) benchmarking "linked"... done (took 1.436794478 seconds) (2/2) benchmarking "standard"... done (took 1.390717012 seconds) done (took 4.221852817 seconds) (2/4) benchmarking "AutoForwardDiff(chunksize=0)"... (1/2) benchmarking "linked"... done (took 1.396089081 seconds) (2/2) benchmarking "standard"... done (took 1.344728297 seconds) done (took 4.072780007 seconds) (3/4) benchmarking "AutoReverseDiff()"... (1/2) benchmarking "linked"... done (took 1.374985724 seconds) (2/2) benchmarking "standard"... done (took 1.338631275 seconds) done (took 4.094395167 seconds) (4/4) benchmarking "AutoZygote()"... (1/2) benchmarking "linked"... done (took 1.45000435 seconds) (2/2) benchmarking "standard"... done (took 1.435507271 seconds) done (took 4.239462498 seconds) done (took 17.986695085 seconds) ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: Gradient computation (without linking) failed for AutoZygote(): ErrorException("Mutating arrays is not supported -- called setindex!(Vector{Float64}, ...)\nThis error occurs when you ask Zygote to differentiate operations that change\nthe elements of arrays in place (e.g. setting values with x .= ...)\n\nPossible fixes:\n- avoid mutating operations (preferred)\n- or read the documentation and solutions for this error\n https://fluxml.ai/Zygote.jl/latest/limitations\n") └ @ TuringBenchmarking ~/.julia/packages/TuringBenchmarking/Tcy5t/src/TuringBenchmarking.jl:208 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: Gradient computation (with linking) failed for AutoZygote(): ErrorException("Mutating arrays is not supported -- called setindex!(Vector{Float64}, ...)\nThis error occurs when you ask Zygote to differentiate operations that change\nthe elements of arrays in place (e.g. setting values with x .= ...)\n\nPossible fixes:\n- avoid mutating operations (preferred)\n- or read the documentation and solutions for this error\n https://fluxml.ai/Zygote.jl/latest/limitations\n") └ @ TuringBenchmarking ~/.julia/packages/TuringBenchmarking/Tcy5t/src/TuringBenchmarking.jl:233 (1/2) benchmarking "evaluation"... (1/2) benchmarking "linked"... done (took 1.804977266 seconds) (2/2) benchmarking "standard"... done (took 1.751122256 seconds) done (took 5.009871126 seconds) (2/2) benchmarking "gradient"... (1/4) benchmarking "AutoReverseDiff(compile=true)"... (1/2) benchmarking "linked"... done (took 1.491289452 seconds) (2/2) benchmarking "standard"... done (took 1.521166254 seconds) done (took 4.419660731 seconds) (2/4) benchmarking "AutoForwardDiff(chunksize=0)"... (1/2) benchmarking "linked"... done (took 1.509113041 seconds) (2/2) benchmarking "standard"... done (took 1.492079345 seconds) done (took 4.566675652 seconds) (3/4) benchmarking "AutoReverseDiff()"... (1/2) benchmarking "linked"... done (took 1.491458742 seconds) (2/2) benchmarking "standard"... done (took 1.502114048 seconds) done (took 4.402374128 seconds) (4/4) benchmarking "AutoZygote()"... (1/2) benchmarking "linked"... done (took 1.468109176 seconds) (2/2) benchmarking "standard"... done (took 1.437434542 seconds) done (took 4.374275679 seconds) done (took 19.177037649 seconds) ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: Gradient computation (without linking) failed for AutoZygote(): ErrorException("Mutating arrays is not supported -- called setindex!(Vector{Float64}, ...)\nThis error occurs when you ask Zygote to differentiate operations that change\nthe elements of arrays in place (e.g. setting values with x .= ...)\n\nPossible fixes:\n- avoid mutating operations (preferred)\n- or read the documentation and solutions for this error\n https://fluxml.ai/Zygote.jl/latest/limitations\n") └ @ TuringBenchmarking ~/.julia/packages/TuringBenchmarking/Tcy5t/src/TuringBenchmarking.jl:208 ┌ Warning: The AD backend AutoZygote() is not officially supported by DynamicPPL. Gradient calculations may still work, but compatibility is not guaranteed. └ @ DynamicPPL ~/.julia/packages/DynamicPPL/l7W1f/src/logdensityfunction.jl:123 ┌ Warning: Gradient computation (with linking) failed for AutoZygote(): ErrorException("Mutating arrays is not supported -- called setindex!(Vector{Float64}, ...)\nThis error occurs when you ask Zygote to differentiate operations that change\nthe elements of arrays in place (e.g. setting values with x .= ...)\n\nPossible fixes:\n- avoid mutating operations (preferred)\n- or read the documentation and solutions for this error\n https://fluxml.ai/Zygote.jl/latest/limitations\n") └ @ TuringBenchmarking ~/.julia/packages/TuringBenchmarking/Tcy5t/src/TuringBenchmarking.jl:233 (1/2) benchmarking "evaluation"... (1/2) benchmarking "linked"... done (took 1.905351159 seconds) (2/2) benchmarking "standard"... done (took 1.88669846 seconds) done (took 5.345916988 seconds) (2/2) benchmarking "gradient"... (1/4) benchmarking "AutoReverseDiff(compile=true)"... (1/2) benchmarking "linked"... done (took 1.56635969 seconds) (2/2) benchmarking "standard"... done (took 1.627608289 seconds) done (took 4.717473031 seconds) (2/4) benchmarking "AutoForwardDiff(chunksize=0)"... (1/2) benchmarking "linked"... done (took 1.570917506 seconds) (2/2) benchmarking "standard"... done (took 1.606569652 seconds) done (took 4.776012907 seconds) (3/4) benchmarking "AutoReverseDiff()"... (1/2) benchmarking "linked"... done (took 1.589428147 seconds) (2/2) benchmarking "standard"... done (took 1.616429007 seconds) done (took 4.73731076 seconds) (4/4) benchmarking "AutoZygote()"... (1/2) benchmarking "linked"... done (took 1.572985066 seconds) (2/2) benchmarking "standard"... done (took 1.567667057 seconds) done (took 4.722660281 seconds) done (took 20.513239612 seconds) Test Summary: | Pass Total Time TuringBenchmarking.jl | 90 90 10m18.6s Testing TuringBenchmarking tests passed Testing completed after 697.55s PkgEval succeeded after 1059.02s