Skip to content

sum doesn't work for VectorOfArray{ReverseDiff.TrackedReal{..}, ...} #595

Description

@AayushSabharwal

MWE:

using ReverseDiff, RecursiveArrayTools
tunables = rand(3)
ReverseDiff.gradient(tunables) do tunables
           sum(VectorOfArray([tunables]))
       end

Errors with:

ERROR: TypeError: in typeassert, expected ReverseDiff.TrackedReal{Float64, Float64, ReverseDiff.TrackedArray{Float64, Float64, 1, Vector{Float64}, Vector{Float64}}}, got a value of type ReverseDiff.TrackedReal{Float64, Float64, Nothing}
Stacktrace:
 [1] sum(VA::VectorOfArray{ReverseDiff.TrackedReal{…}, 2, Vector{…}})
   @ RecursiveArrayTools ~/.julia/packages/RecursiveArrayTools/CbC7J/src/vector_of_array.jl:1134
 [2] (::var"#74#75")(tunables::ReverseDiff.TrackedArray{Float64, Float64, 1, Vector{Float64}, Vector{Float64}})
   @ Main ./REPL[126]:2
 [3] ReverseDiff.GradientTape(f::var"#74#75", input::Vector{Float64}, cfg::ReverseDiff.GradientConfig{ReverseDiff.TrackedArray{…}})
   @ ReverseDiff ~/.julia/packages/ReverseDiff/1z9iq/src/api/tape.jl:199
 [4] gradient(f::Function, input::Vector{Float64}, cfg::ReverseDiff.GradientConfig{ReverseDiff.TrackedArray{…}})
   @ ReverseDiff ~/.julia/packages/ReverseDiff/1z9iq/src/api/gradients.jl:22
 [5] top-level scope
   @ REPL[126]:1
 [6] top-level scope
   @ REPL:1

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions