Optimisers basic usecase

using Optimization
using OptimizationOptimisers
using Zygote

rosenbrock(x, p) = (p[1] - x[1])^2 + p[2] * (x[2] - x[1]^2)^2
x0 = zeros(2)
p = [1.0, 100.0]
solve(OptimizationProblem(OptimizationFunction(rosenbrock, Optimization.AutoZygote()), x0, p), OptimizationOptimisers.Descent())

errors with

ERROR: MethodError: no method matching take(::Base.Iterators.Cycle{Tuple{Optimization.NullData}}, ::Nothing)

Closest candidates are:
  take(::Any, ::Integer)
   @ Base iterators.jl:741

Stacktrace:
 [1] __solve(cache::OptimizationCache{…})
   @ OptimizationOptimisers ~/.julia/packages/OptimizationOptimisers/hZdKg/src/OptimizationOptimisers.jl:49
 [2] solve!(cache::OptimizationCache{…})
   @ SciMLBase ~/.julia/packages/SciMLBase/cL99i/src/solve.jl:177
 [3] solve(::OptimizationProblem{…}, ::Optimisers.Descent{…}; kwargs::@Kwargs{})
   @ SciMLBase ~/.julia/packages/SciMLBase/cL99i/src/solve.jl:94
 [4] solve(::OptimizationProblem{…}, ::Optimisers.Descent{…})
   @ SciMLBase ~/.julia/packages/SciMLBase/cL99i/src/solve.jl:91
 [5] top-level scope

Without MRE, we would only be able to help you to a limited extent, and attention to the issue would be limited. to know more about MRE refer to wikipedia and stackoverflow.

Error & Stacktrace ⚠️

Environment (please complete the following information):

Output of using Pkg; Pkg.status()

julia> using Pkg; Pkg.status()
Status `~/Projects/panama-convolution/panama/scripts/Project.toml`
  [587475ba] Flux v0.14.7
  [eb30cadb] MLDatasets v0.7.14
  [f1d291b0] MLUtils v0.4.3
  [429524aa] Optim v1.7.8
  [7f7a1694] Optimization v3.20.2
  [42dfb2eb] OptimizationOptimisers v0.1.6
  [2913bbd2] StatsBase v0.34.2
  [bc48ee85] Tullio v0.3.7
  [e88e6eb3] Zygote v0.6.68
  [37e2e46d] LinearAlgebra

Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)

julia> Pkg.status(; mode = PKGMODE_MANIFEST)
Status `~/Projects/panama-convolution/panama/scripts/Manifest.toml`
  [47edcb42] ADTypes v0.2.6
  [621f4979] AbstractFFTs v1.5.0
  [1520ce14] AbstractTrees v0.4.4
⌅ [79e6a3ab] Adapt v3.7.2
  [dce04be8] ArgCheck v2.3.0
  [4fba245c] ArrayInterface v7.7.0
  [a9b6321e] Atomix v0.1.0
  [a963bdd2] AtomsBase v0.3.5
  [ab4f0b2a] BFloat16s v0.4.2
  [198e06fe] BangBang v0.3.39
  [9718e550] Baselet v0.1.1
  [d1d4a3ce] BitFlags v0.1.8
  [e1450e63] BufferedStreams v1.2.1
  [fa961155] CEnum v0.5.0
  [336ed68f] CSV v0.10.11
  [082447d4] ChainRules v1.58.1
  [d360d2e6] ChainRulesCore v1.19.0
  [46823bd8] Chemfiles v0.10.41
  [944b1d66] CodecZlib v0.7.3
  [35d6a980] ColorSchemes v3.24.0
  [3da002f7] ColorTypes v0.11.4
  [c3611d14] ColorVectorSpace v0.10.0
  [5ae59095] Colors v0.12.10
  [38540f10] CommonSolve v0.2.4
  [bbf7d656] CommonSubexpressions v0.3.0
  [34da2185] Compat v4.10.1
  [a33af91c] CompositionsBase v0.1.2
  [f0e56b4a] ConcurrentUtilities v2.3.0
  [88cd18e8] ConsoleProgressMonitor v0.1.2
  [187b0558] ConstructionBase v1.5.4
  [6add18c4] ContextVariablesX v0.1.3
  [a8cc5b0e] Crayons v4.1.1
  [9a962f9c] DataAPI v1.15.0
  [124859b0] DataDeps v0.7.11
  [a93c6f00] DataFrames v1.6.1
  [864edb3b] DataStructures v0.18.15
  [e2d170a0] DataValueInterfaces v1.0.0
  [244e2a9f] DefineSingletons v0.1.2
  [8bb1440f] DelimitedFiles v1.9.1
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [ffbed154] DocStringExtensions v0.9.3
  [4e289a0a] EnumX v1.0.4
  [460bff9d] ExceptionUnwrapping v0.1.9
  [e2ba6199] ExprTools v0.1.10
  [cc61a311] FLoops v0.2.1
  [b9860ae5] FLoopsBase v0.1.1
  [5789e2e9] FileIO v1.16.1
  [48062228] FilePathsBase v0.9.21
  [1a297f60] FillArrays v1.9.3
  [6a86dc24] FiniteDiff v2.21.1
  [53c48c17] FixedPointNumbers v0.8.4
  [587475ba] Flux v0.14.7
  [f6369f11] ForwardDiff v0.10.36
  [069b7b12] FunctionWrappers v1.1.3
  [77dc65aa] FunctionWrappersWrappers v0.1.3
  [d9f16b24] Functors v0.4.5
⌃ [0c68f7d7] GPUArrays v9.1.0
⌅ [46192b85] GPUArraysCore v0.1.5
  [92fee26a] GZip v0.6.2
  [c27321d9] Glob v1.3.1
  [f67ccb44] HDF5 v0.17.1
  [cd3eb016] HTTP v1.10.1
  [7869d1d1] IRTools v0.4.11
  [c817782e] ImageBase v0.1.7
  [a09fc81d] ImageCore v0.10.1
  [4e3cecfd] ImageShow v0.3.8
  [22cec73e] InitialValues v0.3.1
  [842dd82b] InlineStrings v1.4.0
  [7d512f48] InternedStrings v0.7.0
  [41ab1584] InvertedIndices v1.3.0
  [92d709cd] IrrationalConstants v0.2.2
  [82899510] IteratorInterfaceExtensions v1.0.0
  [033835bb] JLD2 v0.4.40
  [692b3bcd] JLLWrappers v1.5.0
  [0f8b85d8] JSON3 v1.14.0
  [b14d175d] JuliaVariables v0.2.4
  [63c18a36] KernelAbstractions v0.9.15
  [929cbde3] LLVM v6.4.1
  [b964fa9f] LaTeXStrings v1.3.1
  [50d2b5c4] Lazy v0.15.1
  [8cdb02fc] LazyModules v0.3.1
  [1d6d02ad] LeftChildRightSiblingTrees v0.2.0
  [d3d80556] LineSearches v7.2.0
  [2ab3a3ac] LogExpFunctions v0.3.26
  [e6f89c97] LoggingExtras v1.0.3
  [23992714] MAT v0.10.6
  [eb30cadb] MLDatasets v0.7.14
  [d8e11817] MLStyle v0.4.17
  [f1d291b0] MLUtils v0.4.3
  [3da0fdf6] MPIPreferences v0.1.10
  [1914dd2f] MacroTools v0.5.12
  [dbb5928d] MappedArrays v0.4.2
  [739be429] MbedTLS v1.1.9
  [128add7d] MicroCollections v0.1.4
  [e1d29d7a] Missings v1.1.0
  [e94cdb99] MosaicViews v0.3.4
  [d41bc354] NLSolversBase v7.8.3
  [872c559c] NNlib v0.9.9
  [15e1cf62] NPZ v0.4.3
  [77ba4419] NaNMath v1.0.2
  [71a1bf82] NameResolution v0.1.5
  [6fe1bfb0] OffsetArrays v1.13.0
  [0b1bfda6] OneHotArrays v0.2.4
  [4d8831e6] OpenSSL v1.4.1
  [429524aa] Optim v1.7.8
  [3bd65402] Optimisers v0.3.1
  [7f7a1694] Optimization v3.20.2
  [42dfb2eb] OptimizationOptimisers v0.1.6
  [bac558e1] OrderedCollections v1.6.3
  [5432bcbf] PaddedViews v0.5.12
  [d96e819e] Parameters v0.12.3
  [69de0a69] Parsers v2.8.1
  [7b2266bf] PeriodicTable v1.1.4
  [fbb45041] Pickle v0.3.3
  [2dfb63ee] PooledArrays v1.4.3
  [85a6dd25] PositiveFactorizations v0.2.4
  [aea7be01] PrecompileTools v1.2.0
  [21216c6a] Preferences v1.4.1
  [8162dcfd] PrettyPrint v0.2.0
  [08abe8d2] PrettyTables v2.3.1
  [33c8b6b6] ProgressLogging v0.1.4
  [92933f4c] ProgressMeter v1.9.0
  [c1ae055f] RealDot v0.1.0
  [3cdcf5f2] RecipesBase v1.3.4
  [731186ca] RecursiveArrayTools v3.3.0
  [189a3867] Reexport v1.2.2
  [ae029012] Requires v1.3.0
  [7e49a35a] RuntimeGeneratedFunctions v0.5.12
  [0bca4576] SciMLBase v2.12.1
  [c0aeaf25] SciMLOperators v0.3.7
  [91c51154] SentinelArrays v1.4.1
  [efcf1570] Setfield v1.1.1
  [605ecd9f] ShowCases v0.1.0
  [777ac1f9] SimpleBufferStream v1.1.0
  [699a6c99] SimpleTraits v0.9.4
⌃ [a2af1166] SortingAlgorithms v1.2.0
  [dc90abb0] SparseInverseSubset v0.1.2
  [276daf66] SpecialFunctions v2.3.1
  [171d559e] SplittablesBase v0.1.15
  [cae243ae] StackViews v0.1.1
  [90137ffa] StaticArrays v1.8.1
  [1e83bf80] StaticArraysCore v1.4.2
  [82ae8749] StatsAPI v1.7.0
  [2913bbd2] StatsBase v0.34.2
⌅ [5e0ebb24] Strided v1.2.3
  [69024149] StringEncodings v0.3.7
  [892a3eda] StringManipulation v0.3.4
  [09ab397b] StructArrays v0.6.16
  [856f2bd8] StructTypes v1.10.0
  [2efcf032] SymbolicIndexingInterface v0.3.1
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.11.1
  [62fd8b95] TensorCore v0.1.1
  [5d786b92] TerminalLoggers v0.1.7
  [3bb67fe8] TranscodingStreams v0.10.2
  [28d57a85] Transducers v0.4.79
  [410a4b4d] Tricks v0.1.8
  [781d530d] TruncatedStacktraces v1.4.0
  [bc48ee85] Tullio v0.3.7
  [9d95972d] TupleTools v1.4.3
  [5c2747f8] URIs v1.5.1
  [3a884ed6] UnPack v1.0.2
  [1986cc42] Unitful v1.19.0
  [a7773ee8] UnitfulAtomic v1.0.0
  [013be700] UnsafeAtomics v0.2.1
  [d80eeb9a] UnsafeAtomicsLLVM v0.1.3
  [ea10d353] WeakRefStrings v1.4.2
  [76eceee3] WorkerUtilities v1.6.1
  [a5390f91] ZipFile v0.10.1
  [e88e6eb3] Zygote v0.6.68
  [700de1a5] ZygoteRules v0.2.4
  [78a364fa] Chemfiles_jll v0.10.4+0
  [0234f1f7] HDF5_jll v1.14.2+1
  [e33a78d0] Hwloc_jll v2.10.0+0
  [dad2f222] LLVMExtra_jll v0.0.27+1
  [1d63c593] LLVMOpenMP_jll v15.0.7+0
  [94ce4f54] Libiconv_jll v1.17.0+0
  [7cb0a576] MPICH_jll v4.1.2+1
  [f1f71cc9] MPItrampoline_jll v5.3.1+1
  [9237b28f] MicrosoftMPI_jll v10.1.4+1
  [fe0851c0] OpenMPI_jll v5.0.1+0
  [458c3c95] OpenSSL_jll v3.0.12+0
  [efe28fd5] OpenSpecFun_jll v0.5.5+0
  [32165bc3] PMIx_jll v4.2.7+0
  [477f73a3] libaec_jll v1.0.6+1
  [1080aeaf] libevent_jll v2.1.13+1
  [eb928a42] prrte_jll v3.0.2+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
  [4af54fe1] LazyArtifacts
  [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
  [4607b0f0] SuiteSparse
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test
  [cf7118a7] UUIDs
  [4ec0a83e] Unicode
  [e66e0078] CompilerSupportLibraries_jll v1.0.5+1
  [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+2
  [05823500] OpenLibm_jll v0.8.1+2
  [bea87d4a] SuiteSparse_jll v7.2.1+1
  [83775a58] Zlib_jll v1.2.13+1
  [8e850b90] libblastrampoline_jll v5.8.0+1
  [8e850ede] nghttp2_jll v1.52.0+1
  [3f19e933] p7zip_jll v17.4.0+2

Output of versioninfo()

julia> versioninfo()
Julia Version 1.10.0
Commit 3120989f39b (2023-12-25 18:01 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: macOS (arm64-apple-darwin22.4.0)
  CPU: 10 × Apple M1 Pro
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, apple-m1)
  Threads: 1 on 8 virtual cores

SciML / Optimization.jl

Optimisers basic usecase #653