Skip to content

Error trying to differentiate eachindex #280

Open
@gdalle

Description

@gdalle

This came up in a test suite:

julia> import AbstractDifferentiation as AD

julia> import Diffractor: DiffractorForwardBackend

julia> h(x::AbstractVector) = eachindex(x) .* x
h (generic function with 1 method)

julia> AD.jacobian(DiffractorForwardBackend(), h, [1, 2])
ERROR: MethodError: no method matching size(::ChainRulesCore.Tangent{Base.OneTo{Int64}, @NamedTuple{stop::Int64}})

Closest candidates are:
  size(::Base.MethodList)
   @ Base reflection.jl:1042
  size(::BitVector)
   @ Base bitarray.jl:104
  size(::BitVector, ::Integer)
   @ Base bitarray.jl:107
  ...

Stacktrace:
  [1] axes
    @ ./abstractarray.jl:98 [inlined]
  [2] call_composed(fs::Tuple{typeof(axes)}, x::Tuple{ChainRulesCore.Tangent{Base.OneTo{…}, @NamedTuple{…}}}, kw::@Kwargs{})
    @ Base ./operators.jl:1045
  [3] call_composed
    @ ./operators.jl:1044 [inlined]
  [4] (::ComposedFunction{…})(x::ChainRulesCore.Tangent{…}; kw::@Kwargs{})
    @ Base ./operators.jl:1041
  [5] map
    @ ./tuple.jl:292 [inlined]
  [6] findconsistentvalue(f::typeof(axes), cols::Tuple{Base.OneTo{…}, ChainRulesCore.Tangent{…}})
    @ StructArrays ~/.julia/packages/StructArrays/CjQ4L/src/utils.jl:208
  [7] (StructArrays.StructVector{})(c::Tuple{…})
    @ StructArrays ~/.julia/packages/StructArrays/CjQ4L/src/structarray.jl:18
  [8] (StructArrays.StructArray{Diffractor.TangentBundle{} where P})(c::Tuple{Base.OneTo{…}, ChainRulesCore.Tangent{…}})
    @ StructArrays ~/.julia/packages/StructArrays/CjQ4L/src/structarray.jl:94
  [9] unbundle(atb::Diffractor.TangentBundle{1, Base.OneTo{Int64}, Diffractor.TaylorTangent{Tuple{…}}})
    @ Diffractor ~/.julia/packages/Diffractor/v1WuP/src/tangent.jl:365
 [10] (::Diffractor.var"#205#206"{1, Diffractor.∂☆{}, Diffractor.TangentBundle{}})(i::Int64)
    @ Diffractor ~/.julia/packages/Diffractor/v1WuP/src/stage1/broadcast.jl:23
 [11] ntuple(f::Diffractor.var"#205#206"{1, Diffractor.∂☆{}, Diffractor.TangentBundle{}}, n::Int64)
    @ Base ./ntuple.jl:19
 [12] (::Diffractor.∂☆{})(zc::Diffractor.TangentBundle{…}, bc::Diffractor.TangentBundle{…})
    @ Diffractor ~/.julia/packages/Diffractor/v1WuP/src/stage1/broadcast.jl:16
 [13] materialize
    @ ./broadcast.jl:903 [inlined]
 [14] (::Diffractor.∂☆recurse{})(::Diffractor.TangentBundle{…}, ::Diffractor.TangentBundle{…})
    @ Diffractor ~/.julia/packages/Diffractor/v1WuP/src/stage1/recurse_fwd.jl:0
 [15] (::Diffractor.∂☆internal{})(::Diffractor.TangentBundle{…}, ::Vararg{…})
    @ Diffractor ~/.julia/packages/Diffractor/v1WuP/src/stage1/forward.jl:114
 [16] ∂☆
    @ ~/.julia/packages/Diffractor/v1WuP/src/stage1/forward.jl:161 [inlined]
 [17] h
    @ ~/Work/GitHub/Julia/DifferentiationInterface.jl/test/diffractor.jl:13 [inlined]
 [18] ∂☆internal
    @ ~/.julia/packages/Diffractor/v1WuP/src/stage1/forward.jl:114 [inlined]
 [19] ∂☆
    @ ~/.julia/packages/Diffractor/v1WuP/src/stage1/forward.jl:161 [inlined]
 [20] (::Diffractor.var"#pushforward#370"{typeof(h), Tuple{Vector{Int64}}})(vs::Tuple{Vector{Int64}})
    @ Diffractor ~/.julia/packages/Diffractor/v1WuP/src/AbstractDifferentiation.jl:17
 [21] #369
    @ ~/.julia/packages/AbstractDifferentiation/RGmzD/src/AbstractDifferentiation.jl:644 [inlined]
 [22] mapslices(f::Diffractor.var"#369#373"{Diffractor.var"#pushforward#370"{}}, A::Matrix{Int64}; dims::Int64)
    @ Base ./abstractarray.jl:3191
 [23] jacobian(b::DiffractorForwardBackend, f::Function, args::Vector{Int64})
    @ Diffractor ~/.julia/packages/AbstractDifferentiation/RGmzD/src/AbstractDifferentiation.jl:642
 [24] top-level scope
    @ ~/Work/GitHub/Julia/DifferentiationInterface.jl/test/diffractor.jl:15
Some type information was truncated. Use `show(err)` to see complete types.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions