A warning is issued on calling second-order optimizers with explicit hvp #864
Description
Describe the bug 🐞
In some situations (like precise control of Enzyme, or hand-written hessians and gradients), I would like to not use any AutoX() AD backend and prefer to provide explicit grad, hess, and hv functions.
When doing so, I get the warning emitted
┌ Warning: The selected optimization algorithm requires second order derivatives, but `SecondOrder` ADtype was not provided.
│ So a `SecondOrder` with SciMLBase.NoAD() for both inner and outer will be created, this can be suboptimal and not work in some cases so
│ an explicit `SecondOrder` ADtype is recommended.
└ @ OptimizationBase ~/.julia/packages/OptimizationBase/gvXsf/src/cache.jl:49
which is erroneous, as it isn't stated that explicit AD is ever necessary anywhere in Optimization.jl
Expected behavior
I would expect this warning to be thrown if there is no explicit SecondOrder ADtype AND there was no explicit hessian/HV.
Minimal Reproducible Example 👇
using OptimizationOptimJL, Enzyme
f(x, p) = (p[1] - x[1])^2 + p[2] * (x[2] - x[1]^2)^2
x0 = zeros(2)
_p = [1.0, 100.0]
function df!(dx, x, p)
Enzyme.make_zero!(dx)
Enzyme.autodiff(Reverse, f, Active, Duplicated(x, dx), Const(p))
dx
end
function hvp!(Hv, x, v, p)
grad = make_zero(x)
Enzyme.autodiff(
Forward,
df!,
DuplicatedNoNeed(grad, Hv),
Duplicated(x, v),
Const(p),
)
return Hv
end
fun = OptimizationFunction(f; grad=df!, hv=hvp!)
prob = OptimizationProblem(fun, x0, _p)
sol = solve(prob, Optim.KrylovTrustRegion())Error & Stacktrace
┌ Warning: The selected optimization algorithm requires second order derivatives, but `SecondOrder` ADtype was not provided.
│ So a `SecondOrder` with SciMLBase.NoAD() for both inner and outer will be created, this can be suboptimal and not work in some cases so
│ an explicit `SecondOrder` ADtype is recommended.
└ @ OptimizationBase ~/.julia/packages/OptimizationBase/gvXsf/src/cache.jl:49
retcode: Success
u: 2-element Vector{Float64}:
0.999999999999108
0.9999999999981819Environment (please complete the following information):
- Output of
using Pkg; Pkg.status()
Status `~/sync/Projects/Julia/julia_cal/Project.toml`
[47edcb42] ADTypes v1.11.0
[6e4b80f9] BenchmarkTools v1.5.0
[052768ef] CUDA v5.5.2
[7da242da] Enzyme v0.13.22
[f6369f11] ForwardDiff v0.10.38
[f67ccb44] HDF5 v0.17.2
[b6b21f68] Ipopt v1.7.0
[c3a54625] JET v0.9.12
[0fc2ff8b] LeastSquaresOptim v0.8.6
[33e6dc65] MKL v0.7.0
⌅ [1cead3c2] Manifolds v0.9.18
[15e1cf62] NPZ v0.4.3
[8913a72c] NonlinearSolve v4.2.0
[429524aa] Optim v1.10.0
[3bd65402] Optimisers v0.4.2
[7f7a1694] Optimization v4.0.5
[fd9f6733] OptimizationMOI v0.5.1
[e57b7fff] OptimizationManopt v0.0.4
[4e6fcdb7] OptimizationNLopt v0.3.2
[36348300] OptimizationOptimJL v0.4.1
[42dfb2eb] OptimizationOptimisers v0.3.6
[91a5bcdd] Plots v1.40.9
[37e2e3b7] ReverseDiff v1.15.3
[9f842d2f] SparseConnectivityTracer v0.6.9
[10745b16] Statistics v1.11.1
[2913bbd2] StatsBase v0.34.3
[4297ee4d] SymbolicAnalysis v0.3.0
[0c5d862f] Symbolics v6.22.0
Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated`
- Output of
using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
Status `~/sync/Projects/Julia/julia_cal/Manifest.toml`
[47edcb42] ADTypes v1.11.0
[621f4979] AbstractFFTs v1.5.0
[1520ce14] AbstractTrees v0.4.5
[7d9f7c33] Accessors v0.1.39
[79e6a3ab] Adapt v4.1.1
[66dad0bd] AliasTables v1.1.3
[ec485272] ArnoldiMethod v0.4.0
[4fba245c] ArrayInterface v7.17.1
[4c555306] ArrayLayouts v1.11.0
[a9b6321e] Atomix v1.0.1
[ab4f0b2a] BFloat16s v0.5.0
[6e4b80f9] BenchmarkTools v1.5.0
[e2ed5e7c] Bijections v0.1.9
[d1d4a3ce] BitFlags v0.1.9
[62783981] BitTwiddlingConvenienceFunctions v0.1.6
[8e7c35d0] BlockArrays v1.3.0
[70df07ce] BracketingNonlinearSolve v1.1.0
[fa961155] CEnum v0.5.0
[2a0fbf3d] CPUSummary v0.2.6
[00ebfdb7] CSTParser v3.4.3
[052768ef] CUDA v5.5.2
[1af6417a] CUDA_Runtime_Discovery v0.3.5
[7057c7e9] Cassette v0.3.14
[d360d2e6] ChainRulesCore v1.25.0
[fb6a15b2] CloseOpenIntervals v0.1.13
[da1fd8a2] CodeTracking v1.3.6
[523fee87] CodecBzip2 v0.8.4
[944b1d66] CodecZlib v0.7.6
[35d6a980] ColorSchemes v3.27.1
⌅ [3da002f7] ColorTypes v0.11.5
⌃ [c3611d14] ColorVectorSpace v0.10.0
⌅ [5ae59095] Colors v0.12.11
[861a8166] Combinatorics v1.0.2
[a80b9123] CommonMark v0.8.15
[38540f10] CommonSolve v0.2.4
[bbf7d656] CommonSubexpressions v0.3.1
[f70d9fcc] CommonWorldInvalidations v1.0.0
[34da2185] Compat v4.16.0
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[187b0558] ConstructionBase v1.5.8
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[adafc99b] CpuId v0.3.1
[a8cc5b0e] Crayons v4.1.1
⌅ [717857b8] DSP v0.7.10
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[a93c6f00] DataFrames v1.7.0
[864edb3b] DataStructures v0.18.20
[e2d170a0] DataValueInterfaces v1.0.0
[8bb1440f] DelimitedFiles v1.9.1
[85a47980] Dictionaries v0.4.3
[2b5f629d] DiffEqBase v6.160.0
[459566f4] DiffEqCallbacks v4.2.2
[77a26b50] DiffEqNoiseProcess v5.24.0
[163ba53b] DiffResults v1.1.0
[b552c78f] DiffRules v1.15.1
[a0c0ee7d] DifferentiationInterface v0.6.27
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[31c24e10] Distributions v0.25.113
[ffbed154] DocStringExtensions v0.9.3
[5b8099bc] DomainSets v0.7.14
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[06fc5a27] DynamicQuantities v1.4.0
[b7d42ee7] Einsum v0.4.1
[4e289a0a] EnumX v1.0.4
[7da242da] Enzyme v0.13.22
[f151be2c] EnzymeCore v0.8.8
[460bff9d] ExceptionUnwrapping v0.1.11
[e2ba6199] ExprTools v0.1.10
⌅ [6b7a57c9] Expronicon v0.8.5
[c87230d0] FFMPEG v0.4.2
[7a1cc6ca] FFTW v1.8.0
[7034ab61] FastBroadcast v0.3.5
[9aa1b823] FastClosures v0.3.2
[29a986be] FastLapackInterface v2.0.4
[a4df4552] FastPower v1.1.1
[5789e2e9] FileIO v1.16.6
[1a297f60] FillArrays v1.13.0
[64ca27bc] FindFirstFunctions v1.4.1
[6a86dc24] FiniteDiff v2.26.2
[53c48c17] FixedPointNumbers v0.8.5
[1fa38f19] Format v1.3.7
[f6369f11] ForwardDiff v0.10.38
[f62d2435] FunctionProperties v0.1.2
[069b7b12] FunctionWrappers v1.1.3
[77dc65aa] FunctionWrappersWrappers v0.1.3
[d9f16b24] Functors v0.5.2
⌅ [0c68f7d7] GPUArrays v10.3.1
⌅ [46192b85] GPUArraysCore v0.1.6
⌅ [61eb1bfa] GPUCompiler v0.27.8
[28b8d3ca] GR v0.73.9
[c27321d9] Glob v1.3.1
[86223c79] Graphs v1.12.0
[42e2da0e] Grisu v1.0.2
[f67ccb44] HDF5 v0.17.2
[cd3eb016] HTTP v1.10.13
[3e5b6fbb] HostCPUFeatures v0.1.17
[1baab800] HybridArrays v0.4.16
[34004b35] HypergeometricFunctions v0.3.25
[615f187c] IfElse v0.1.1
[313cdc1a] Indexing v1.1.1
[d25df0c9] Inflate v0.1.5
[842dd82b] InlineStrings v1.4.2
[18e54dd8] IntegerMathUtils v0.1.2
[8197267c] IntervalSets v0.7.10
[3587e190] InverseFunctions v0.1.17
[41ab1584] InvertedIndices v1.3.0
[b6b21f68] Ipopt v1.7.0
[92d709cd] IrrationalConstants v0.2.2
[c8e1da08] IterTools v1.10.0
[82899510] IteratorInterfaceExtensions v1.0.0
[c3a54625] JET v0.9.12
[1019f520] JLFzf v0.1.9
[692b3bcd] JLLWrappers v1.6.1
[682c06a0] JSON v0.21.4
[98e50ef6] JuliaFormatter v1.0.62
[aa1ae85d] JuliaInterpreter v0.9.38
[ccbc3e58] JumpProcesses v9.14.0
[ef3ab10e] KLU v0.6.0
[63c18a36] KernelAbstractions v0.9.31
[2c470bb0] Kronecker v0.5.5
[ba0b0d4f] Krylov v0.9.8
[5be7bae1] LBFGSB v0.4.1
[929cbde3] LLVM v9.1.3
[8b046642] LLVMLoopInfo v1.0.0
[b964fa9f] LaTeXStrings v1.4.0
[23fbe1c1] Latexify v0.16.5
[10f19ff3] LayoutPointers v0.1.17
[5078a376] LazyArrays v2.3.1
[0fc2ff8b] LeastSquaresOptim v0.8.6
[1d6d02ad] LeftChildRightSiblingTrees v0.2.0
[87fe0de2] LineSearch v0.1.4
[d3d80556] LineSearches v7.3.0
[7a12625a] LinearMaps v3.11.3
[7ed4a6bd] LinearSolve v2.38.0
[2ab3a3ac] LogExpFunctions v0.3.29
[e6f89c97] LoggingExtras v1.1.0
[bdcacae8] LoopVectorization v0.12.171
[6f1432cf] LoweredCodeUtils v3.1.0
[33e6dc65] MKL v0.7.0
[d8e11817] MLStyle v0.4.17
[3da0fdf6] MPIPreferences v0.1.11
[1914dd2f] MacroTools v0.5.13
⌅ [af67fdf4] ManifoldDiff v0.3.13
⌅ [1cead3c2] Manifolds v0.9.18
[3362f125] ManifoldsBase v0.15.23
⌅ [0fc0a36d] Manopt v0.4.69
[d125e4d3] ManualMemory v0.1.8
[b8f27783] MathOptInterface v1.34.0
[99c1a7ee] MatrixEquations v2.4.2
[bb5d69b7] MaybeInplace v0.1.4
[739be429] MbedTLS v1.1.9
[442fdcdd] Measures v0.3.2
[e1d29d7a] Missings v1.2.0
[961ee093] ModelingToolkit v9.58.0
[46d2c3a1] MuladdMacro v0.2.4
[102ac46a] MultivariatePolynomials v0.5.7
[d8a4904e] MutableArithmetics v1.6.0
[d41bc354] NLSolversBase v7.8.3
[76087f3c] NLopt v1.1.1
[15e1cf62] NPZ v0.4.3
[5da4648a] NVTX v0.3.5
[77ba4419] NaNMath v1.0.2
[356022a1] NamedDims v1.2.2
[8913a72c] NonlinearSolve v4.2.0
[be0214bd] NonlinearSolveBase v1.3.3
[5959db7a] NonlinearSolveFirstOrder v1.1.0
[9a2c21bd] NonlinearSolveQuasiNewton v1.0.0
[26075421] NonlinearSolveSpectralMethods v1.0.0
[d8793406] ObjectFile v0.4.2
[6fe1bfb0] OffsetArrays v1.14.2
[4d8831e6] OpenSSL v1.4.3
[429524aa] Optim v1.10.0
[3bd65402] Optimisers v0.4.2
[7f7a1694] Optimization v4.0.5
[bca83a33] OptimizationBase v2.4.0
[fd9f6733] OptimizationMOI v0.5.1
[e57b7fff] OptimizationManopt v0.0.4
[4e6fcdb7] OptimizationNLopt v0.3.2
[36348300] OptimizationOptimJL v0.4.1
[42dfb2eb] OptimizationOptimisers v0.3.6
[bac558e1] OrderedCollections v1.7.0
[90014a1f] PDMats v0.11.31
[d96e819e] Parameters v0.12.3
[69de0a69] Parsers v2.8.1
[b98c9c47] Pipe v1.3.0
[ccf2f8ad] PlotThemes v3.3.0
[995b91a9] PlotUtils v1.4.3
[91a5bcdd] Plots v1.40.9
[e409e4f3] PoissonRandom v0.4.4
[f517fe37] Polyester v0.7.16
[1d0040c9] PolyesterWeave v0.2.2
[f27b6e38] Polynomials v4.0.12
[2dfb63ee] PooledArrays v1.4.3
[85a6dd25] PositiveFactorizations v0.2.4
[d236fae5] PreallocationTools v0.4.24
[aea7be01] PrecompileTools v1.2.1
[21216c6a] Preferences v1.4.3
[08abe8d2] PrettyTables v2.4.0
[27ebfcd6] Primes v0.5.6
[33c8b6b6] ProgressLogging v0.1.4
[92933f4c] ProgressMeter v1.10.2
[43287f4e] PtrArrays v1.2.1
[1fd47b50] QuadGK v2.11.1
[94ee1d12] Quaternions v0.7.6
[74087812] Random123 v1.7.0
[e6cf234a] RandomNumbers v1.6.0
[c1ae055f] RealDot v0.1.0
[3cdcf5f2] RecipesBase v1.3.4
[01d81517] RecipesPipeline v0.6.12
[731186ca] RecursiveArrayTools v3.27.4
[f2c3362d] RecursiveFactorization v0.2.23
[189a3867] Reexport v1.2.2
[05181044] RelocatableFolders v1.0.1
[ae029012] Requires v1.3.0
[ae5879a3] ResettableStacks v1.1.1
[37e2e3b7] ReverseDiff v1.15.3
[79098fc4] Rmath v0.8.0
[7e49a35a] RuntimeGeneratedFunctions v0.5.13
[9dfe8606] SCCNonlinearSolve v1.0.0
[94e857df] SIMDTypes v0.1.0
[476501e8] SLEEFPirates v0.6.43
[0bca4576] SciMLBase v2.67.0
[19f34311] SciMLJacobianOperators v0.1.1
[c0aeaf25] SciMLOperators v0.3.12
[53ae85a6] SciMLStructures v1.6.1
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[efcf1570] Setfield v1.1.1
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[727e6d20] SimpleNonlinearSolve v2.0.0
[699a6c99] SimpleTraits v0.9.4
[47aef6b3] SimpleWeightedGraphs v1.4.0
[a2af1166] SortingAlgorithms v1.2.1
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[e56a9233] Sparspak v0.3.9
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[aedffcd0] Static v1.1.1
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[10745b16] Statistics v1.11.1
[82ae8749] StatsAPI v1.7.0
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[4c63d2b9] StatsFuns v1.3.2
[7792a7ef] StrideArraysCore v0.5.7
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[53d494c1] StructIO v0.3.1
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[19f23fe9] SymbolicLimits v0.2.2
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[62fd8b95] TensorCore v0.1.1
[8ea1fca8] TermInterface v2.0.0
[5d786b92] TerminalLoggers v0.1.7
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[0796e94c] Tokenize v0.5.29
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[d5829a12] TriangularSolve v0.2.1
[410a4b4d] Tricks v0.1.9
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[3d5dd08c] VectorizationBase v0.21.71
[a5390f91] ZipFile v0.10.1
[ae81ac8f] ASL_jll v0.1.3+0
[6e34b625] Bzip2_jll v1.0.8+2
⌅ [4ee394cb] CUDA_Driver_jll v0.10.4+0
[76a88914] CUDA_Runtime_jll v0.15.5+0
[83423d85] Cairo_jll v1.18.2+1
[ee1fde0b] Dbus_jll v1.14.10+0
[7cc45869] Enzyme_jll v0.0.168+0
[2702e6a9] EpollShim_jll v0.0.20230411+1
[2e619515] Expat_jll v2.6.4+1
⌅ [b22a6f82] FFMPEG_jll v4.4.4+1
[f5851436] FFTW_jll v3.3.10+1
[a3f928ae] Fontconfig_jll v2.15.0+0
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[559328eb] FriBidi_jll v1.0.14+0
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[7746bdde] Glib_jll v2.82.2+1
[3b182d85] Graphite2_jll v1.3.14+1
⌃ [0234f1f7] HDF5_jll v1.14.2+1
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[e33a78d0] Hwloc_jll v2.11.2+1
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[81d17ec3] L_BFGS_B_jll v3.0.1+0
⌅ [e9f186c6] Libffi_jll v3.2.2+1
[d4300ac3] Libgcrypt_jll v1.11.0+0
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[d00139f3] METIS_jll v5.1.2+1
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[7cb0a576] MPICH_jll v4.2.3+0
[f1f71cc9] MPItrampoline_jll v5.5.1+0
⌅ [d7ed1dd3] MUMPS_seq_jll v500.700.300+0
[9237b28f] MicrosoftMPI_jll v10.1.4+3
[079eb43e] NLopt_jll v2.8.0+0
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[e7412a2a] Ogg_jll v1.3.5+1
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[36c8627f] Pango_jll v1.54.1+0
⌅ [30392449] Pixman_jll v0.43.4+0
[c0090381] Qt6Base_jll v6.7.1+1
[629bc702] Qt6Declarative_jll v6.7.1+2
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[e99dba38] Qt6Wayland_jll v6.7.1+1
[f50d1b31] Rmath_jll v0.5.1+0
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[a2964d1f] Wayland_jll v1.21.0+1
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[aed1982a] XSLT_jll v1.1.42+0
[ffd25f8a] XZ_jll v5.6.3+0
[f67eecfb] Xorg_libICE_jll v1.1.1+0
[c834827a] Xorg_libSM_jll v1.2.4+0
[4f6342f7] Xorg_libX11_jll v1.8.6+1
[0c0b7dd1] Xorg_libXau_jll v1.0.11+1
[935fb764] Xorg_libXcursor_jll v1.2.0+4
[a3789734] Xorg_libXdmcp_jll v1.1.4+1
[1082639a] Xorg_libXext_jll v1.3.6+1
[d091e8ba] Xorg_libXfixes_jll v5.0.3+4
[a51aa0fd] Xorg_libXi_jll v1.7.10+4
[d1454406] Xorg_libXinerama_jll v1.1.4+4
[ec84b674] Xorg_libXrandr_jll v1.5.2+4
[ea2f1a96] Xorg_libXrender_jll v0.9.11+0
[14d82f49] Xorg_libpthread_stubs_jll v0.1.1+1
[c7cfdc94] Xorg_libxcb_jll v1.17.0+1
[cc61e674] Xorg_libxkbfile_jll v1.1.2+0
[e920d4aa] Xorg_xcb_util_cursor_jll v0.1.4+0
[12413925] Xorg_xcb_util_image_jll v0.4.0+1
[2def613f] Xorg_xcb_util_jll v0.4.0+1
[975044d2] Xorg_xcb_util_keysyms_jll v0.4.0+1
[0d47668e] Xorg_xcb_util_renderutil_jll v0.3.9+1
[c22f9ab0] Xorg_xcb_util_wm_jll v0.4.1+1
[35661453] Xorg_xkbcomp_jll v1.4.6+0
[33bec58e] Xorg_xkeyboard_config_jll v2.39.0+0
[c5fb5394] Xorg_xtrans_jll v1.5.0+1
[3161d3a3] Zstd_jll v1.5.6+1
[1e29f10c] demumble_jll v1.3.0+0
[35ca27e7] eudev_jll v3.2.9+0
[214eeab7] fzf_jll v0.56.3+0
[1a1c6b14] gperf_jll v3.1.1+1
[477f73a3] libaec_jll v1.1.2+0
[a4ae2306] libaom_jll v3.9.0+0
[0ac62f75] libass_jll v0.15.2+0
[1183f4f0] libdecor_jll v0.2.2+0
[2db6ffa8] libevdev_jll v1.11.0+0
[f638f0a6] libfdk_aac_jll v2.0.3+0
[36db933b] libinput_jll v1.18.0+0
[b53b4c65] libpng_jll v1.6.44+0
[f27f6e37] libvorbis_jll v1.3.7+2
[009596ad] mtdev_jll v1.1.6+0
[1317d2d5] oneTBB_jll v2021.12.0+0
⌅ [1270edf5] x264_jll v2021.5.5+0
⌅ [dfaa095f] x265_jll v3.5.0+0
[d8fb68d0] xkbcommon_jll v1.4.1+1
[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
[3fa0cd96] REPL v1.11.0
[9a3f8284] Random v1.11.0
[ea8e919c] SHA v0.7.0
[9e88b42a] Serialization v1.11.0
[1a1011a3] SharedArrays v1.11.0
[6462fe0b] Sockets v1.11.0
[2f01184e] SparseArrays v1.11.0
[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 v1.1.1+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 v0.8.1+2
[efcefdf7] PCRE2_jll v10.42.0+1
[bea87d4a] SuiteSparse_jll v7.7.0+0
[83775a58] Zlib_jll v1.2.13+1
[8e850b90] libblastrampoline_jll v5.11.0+0
[8e850ede] nghttp2_jll v1.59.0+0
[3f19e933] p7zip_jll v17.4.0+2
Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m`- Output of
versioninfo()
Julia Version 1.11.2
Commit 5e9a32e7af2 (2024-12-01 20:02 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: Linux (x86_64-linux-gnu)
CPU: 24 × Intel(R) Xeon(R) Gold 6128 CPU @ 3.40GHz
WORD_SIZE: 64
LLVM: libLLVM-16.0.6 (ORCJIT, skylake-avx512)
Threads: 24 default, 0 interactive, 12 GC (on 24 virtual cores)
Environment:
JULIA_EDITOR = codeAdditional context
I notice this same error is being thrown in the docs as well such as here