Open
Description
Simple example of taking the jacobian of the identity function, but the identity function is a comprehension
julia> import AbstractDifferentiation as AD
julia> function identity_comprehension(x)
return [x[i] for i in eachindex(x)]
end
identity_comprehension (generic function with 1 method)
julia> AD.jacobian(Diffractor.DiffractorForwardBackend(), identity_comprehension, rand(2))
ERROR: TypeError: in new, expected DataType, got Type{ZeroBundle{1, B}}
Stacktrace:
[1] _TangentBundle
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/tangent.jl:148 [inlined]
[2] TangentBundle
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/tangent.jl:251 [inlined]
[3] (::Diffractor.∂☆internal{1})(args::Vararg{Diffractor.AbstractTangentBundle{1}})
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/stage1/forward.jl:149 [inlined]
[4] (::Diffractor.∂☆{N})(args::Vararg{Diffractor.AbstractTangentBundle{N}}) where N
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/stage1/forward.jl:160 [inlined]
[5] collect
@ Diffractor ./array.jl:841 [inlined]
[6] (::Diffractor.∂☆recurse{…})(::ZeroBundle{…}, ::Diffractor.CompositeBundle{…})
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/stage1/recurse_fwd.jl:0
[7] (::Diffractor.∂☆internal{1})(::ZeroBundle{1, typeof(collect)}, ::Vararg{Diffractor.AbstractTangentBundle{1}})
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/stage1/forward.jl:121
[8] (::Diffractor.∂☆{1})(::ZeroBundle{1, typeof(collect)}, ::Vararg{Diffractor.AbstractTangentBundle{1}})
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/stage1/forward.jl:160
[9] identity_comprehension
@ Diffractor ./REPL[7]:2 [inlined]
[10] ∂☆internal
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/stage1/forward.jl:121 [inlined]
[11] (::Diffractor.∂☆{N})(args::Vararg{Diffractor.AbstractTangentBundle{N}}) where N
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/stage1/forward.jl:160 [inlined]
[12] (::Diffractor.var"#pushforward#359"{typeof(identity_comprehension), Tuple{Vector{Float64}}})(vs::Tuple{Vector{Float64}})
@ Diffractor ~/.julia/packages/Diffractor/QyO8B/src/AbstractDifferentiation.jl:13
[13] (::Diffractor.var"#358#362")(cols::Any)
@ Diffractor ~/.julia/packages/AbstractDifferentiation/eEkWP/src/AbstractDifferentiation.jl:526 [inlined]
[14] mapslices(f::Diffractor.var"#358#362"{Diffractor.var"#pushforward#359"{…}}, A::Matrix{Float64}; dims::Int64)
@ Base ./abstractarray.jl:3179
[15] jacobian(b::Diffractor.DiffractorForwardBackend, f::Function, args::Vector{Float64})
@ Diffractor ~/.julia/packages/AbstractDifferentiation/eEkWP/src/AbstractDifferentiation.jl:524