Skip to content

Try to extend map_fields_recursive for MixedDuplicated #2777

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom
Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Try to extend map_fields_recursive for MixedDuplicated #2777

wants to merge 1 commit into from
+5 −0

Conversation

@kshyatt
Copy link
Collaborator

@kshyatt kshyatt commented Nov 13, 2025

No idea if this is the correct approach, I'm getting errors when I try to use it like:

test_reverse: eig_trunc with return activity EnzymeCore.MixedDuplicated on (::Matrix{Float64}, EnzymeCore.Duplicated): Error During Test at /Users/khyatt/.julia/dev/Enzyme/lib/EnzymeTestUtils/src/test_reverse.jl:84
  Got exception outside of a @test
  MethodError: no method matching (::Enzyme.Compiler.AdjointThunk{Ptr{Nothing}, EnzymeCore.Const{typeof(EnzymeTestUtils.call_with_kwargs)}, EnzymeCore.MixedDuplicated{Tuple{LinearAlgebra.Diagonal{ComplexF64, Vector{ComplexF64}}, Matrix{ComplexF64}, Float64}}, Tuple{EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, EnzymeCore.Const{typeof(MatrixAlgebraKit.eig_trunc)}, EnzymeCore.Duplicated{Matrix{Float64}}}, 1, @NamedTuple{1::@NamedTuple{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11::@NamedTuple{1, 2::Tuple{Core.LLVMPtr{UInt8, 0}, Core.LLVMPtr{UInt8, 0}, @NamedTuple{1::@NamedTuple{1, 2, 3, 4::@NamedTuple{1, 2, 3, 4::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 5::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 6::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 7::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 10::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 11::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 12::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 13::UInt64, 14::Float64, 15::Float64, 16::Float64, 17::Float64, 18::Core.LLVMPtr{Float64, 0}, 19::Float64, 20::Float64, 21::Float64, 22::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 23::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 24::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 25::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 26::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 27::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 28::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 29::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 30::Core.LLVMPtr{Float64, 0}, 31::Core.LLVMPtr{Float64, 0}}, 5::Float64, 6::Float64, 7::Core.LLVMPtr{Float64, 0}, 8::UInt64, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Float64, 12::Float64, 13::Float64, 14::Float64, 15::Float64, 16::Core.LLVMPtr{Float64, 0}, 17::Core.LLVMPtr{Float64, 0}}, 2::Float64, 3, 4::Float64, 5, 6::Core.LLVMPtr{Float64, 0}, 7::UInt64, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Core.LLVMPtr{Float64, 0}, 12::Core.LLVMPtr{Float64, 0}, 13::Core.LLVMPtr{Bool, 0}, 14::Float64, 15::Float64, 16::Float64}, Tuple{Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Float64, Float64}, Core.LLVMPtr{UInt8, 0}, UInt64, UInt64}, 3::Bool, 4::Bool, 5, 6::Core.LLVMPtr{Any, 0}, 7::UInt64, 8::UInt64, 9, 10::Bool, 11::Bool, 12::Core.LLVMPtr{UInt64, 0}}, 12::@NamedTuple{1, 2, 3::Core.LLVMPtr{UInt8, 0}, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14::Core.LLVMPtr{UInt8, 0}, 15, 16::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 17, 18::@NamedTuple{1, 2, 3, 4, 5, 6::UInt64, 7::Core.LLVMPtr{UInt64, 0}, 8::Core.LLVMPtr{UInt64, 0}}, 19, 20, 21, 22::Bool, 23::Bool, 24::UInt64, 25::UInt64, 26::Core.LLVMPtr{UInt8, 0}, 27, 28::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 29, 30::UInt64, 31::UInt64, 32::Core.LLVMPtr{UInt64, 0}}, 13::@NamedTuple{1}, 14, 15, 16::UInt64}, 2, 3, 4, 5}})(::EnzymeCore.Const{typeof(EnzymeTestUtils.call_with_kwargs)}, ::EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, ::EnzymeCore.Const{typeof(MatrixAlgebraKit.eig_trunc)}, ::EnzymeCore.Duplicated{Matrix{Float64}}, ::@NamedTuple{1::@NamedTuple{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11::@NamedTuple{1, 2::Tuple{Core.LLVMPtr{UInt8, 0}, Core.LLVMPtr{UInt8, 0}, @NamedTuple{1::@NamedTuple{1, 2, 3, 4::@NamedTuple{1, 2, 3, 4::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 5::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 6::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 7::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 10::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 11::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 12::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 13::UInt64, 14::Float64, 15::Float64, 16::Float64, 17::Float64, 18::Core.LLVMPtr{Float64, 0}, 19::Float64, 20::Float64, 21::Float64, 22::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 23::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 24::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 25::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 26::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 27::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 28::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 29::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 30::Core.LLVMPtr{Float64, 0}, 31::Core.LLVMPtr{Float64, 0}}, 5::Float64, 6::Float64, 7::Core.LLVMPtr{Float64, 0}, 8::UInt64, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Float64, 12::Float64, 13::Float64, 14::Float64, 15::Float64, 16::Core.LLVMPtr{Float64, 0}, 17::Core.LLVMPtr{Float64, 0}}, 2::Float64, 3, 4::Float64, 5, 6::Core.LLVMPtr{Float64, 0}, 7::UInt64, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Core.LLVMPtr{Float64, 0}, 12::Core.LLVMPtr{Float64, 0}, 13::Core.LLVMPtr{Bool, 0}, 14::Float64, 15::Float64, 16::Float64}, Tuple{Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Float64, Float64}, Core.LLVMPtr{UInt8, 0}, UInt64, UInt64}, 3::Bool, 4::Bool, 5, 6::Core.LLVMPtr{Any, 0}, 7::UInt64, 8::UInt64, 9, 10::Bool, 11::Bool, 12::Core.LLVMPtr{UInt64, 0}}, 12::@NamedTuple{1, 2, 3::Core.LLVMPtr{UInt8, 0}, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14::Core.LLVMPtr{UInt8, 0}, 15, 16::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 17, 18::@NamedTuple{1, 2, 3, 4, 5, 6::UInt64, 7::Core.LLVMPtr{UInt64, 0}, 8::Core.LLVMPtr{UInt64, 0}}, 19, 20, 21, 22::Bool, 23::Bool, 24::UInt64, 25::UInt64, 26::Core.LLVMPtr{UInt8, 0}, 27, 28::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 29, 30::UInt64, 31::UInt64, 32::Core.LLVMPtr{UInt64, 0}}, 13::@NamedTuple{1}, 14, 15, 16::UInt64}, 2, 3, 4, 5})
  This error has been manually thrown, explicitly, so the method may exist but be intentionally marked as unimplemented.
  
  Closest candidates are:
    (::Enzyme.Compiler.AdjointThunk{PT, FA, RT, TT, Width, TapeT})(::FA, ::Any...) where {PT, FA, Width, RT, TT, TapeT}
     @ Enzyme ~/.julia/packages/Enzyme/EITgk/src/compiler.jl:5372

@kshyatt kshyatt requested a review from wsmoses November 13, 2025 17:35
@github-actions
Copy link
Contributor

github-actions bot commented Nov 13, 2025 •
edited
Loading

Benchmark Results

main 4864386... main / 4864386...
basics/make_zero/namedtuple 0.0549 ± 0.0021 μs 0.0537 ± 0.0025 μs 1.02 ± 0.061
basics/make_zero/struct 0.262 ± 0.0063 μs 0.264 ± 0.0064 μs 0.993 ± 0.034
basics/overhead 4.65 ± 0.01 ns 5.56 ± 0.01 ns 0.836 ± 0.0023
basics/remake_zero!/namedtuple 0.235 ± 0.0078 μs 0.235 ± 0.0091 μs 0.997 ± 0.051
basics/remake_zero!/struct 0.243 ± 0.0086 μs 0.242 ± 0.0095 μs 1 ± 0.053
fold_broadcast/multidim_sum_bcast/1D 10.3 ± 0.47 μs 10.5 ± 1.7 μs 0.985 ± 0.17
fold_broadcast/multidim_sum_bcast/2D 12.1 ± 0.32 μs 12.2 ± 0.37 μs 0.997 ± 0.04
time_to_load 1.32 ± 0.017 s 1.32 ± 0.014 s 0.995 ± 0.017

Benchmark Plots

A plot of the benchmark results has been uploaded as an artifact at https://github.com/EnzymeAD/Enzyme.jl/actions/runs/19358856206/artifacts/4566096215.

@codecov
Copy link

codecov bot commented Nov 13, 2025 •
edited
Loading

Codecov Report

❌ Patch coverage is 0% with 3 lines in your changes missing coverage. Please review.
✅ Project coverage is 68.99%. Comparing base (ab96c82) to head (4864386).

Files with missing lines Patch % Lines
lib/EnzymeTestUtils/src/generate_tangent.jl 0.00% 3 Missing ⚠️
Additional details and impacted files 
@@            Coverage Diff             @@
##             main    #2777      +/-   ##
==========================================
- Coverage   69.00%   68.99%   -0.02%     
==========================================
  Files          58       58              
  Lines       19996    19999       +3     
==========================================
  Hits        13799    13799              
- Misses       6197     6200       +3

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

@wsmoses
Copy link
Member

wsmoses commented Nov 14, 2025

#2780 should improve the error messages to give more actionable feedback

@kshyatt
Copy link
Collaborator Author

kshyatt commented Nov 14, 2025

On "0.13.102" I'm still getting

eig_trunc reverse: RT EnzymeCore.MixedDuplicated, TA EnzymeCore.Duplicated: Error During Test at /Users/khyatt/.julia/dev/MatrixAlgebraKit/test/enzyme.jl:183
  Got exception outside of a @test
  MethodError: no method matching (::Enzyme.Compiler.AdjointThunk{Ptr{Nothing}, EnzymeCore.Const{typeof(EnzymeTestUtils.call_with_kwargs)}, EnzymeCore.MixedDuplicated{Tuple{LinearAlgebra.Diagonal{ComplexF64, Vector{ComplexF64}}, Matrix{ComplexF64}, Float64}}, Tuple{EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, EnzymeCore.Const{typeof(MatrixAlgebraKit.eig_trunc)}, EnzymeCore.Duplicated{Matrix{Float64}}}, 1, @NamedTuple{1::@NamedTuple{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11::@NamedTuple{1, 2::Tuple{Core.LLVMPtr{UInt8, 0}, Core.LLVMPtr{UInt8, 0}, @NamedTuple{1::@NamedTuple{1, 2, 3, 4::@NamedTuple{1, 2, 3, 4::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 5::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 6::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 7::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 10::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 11::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 12::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 13::UInt64, 14::Float64, 15::Float64, 16::Float64, 17::Float64, 18::Core.LLVMPtr{Float64, 0}, 19::Float64, 20::Float64, 21::Float64, 22::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 23::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 24::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 25::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 26::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 27::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 28::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 29::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 30::Core.LLVMPtr{Float64, 0}, 31::Core.LLVMPtr{Float64, 0}}, 5::Float64, 6::Float64, 7::Core.LLVMPtr{Float64, 0}, 8::UInt64, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Float64, 12::Float64, 13::Float64, 14::Float64, 15::Float64, 16::Core.LLVMPtr{Float64, 0}, 17::Core.LLVMPtr{Float64, 0}}, 2::Float64, 3, 4::Float64, 5, 6::Core.LLVMPtr{Float64, 0}, 7::UInt64, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Core.LLVMPtr{Float64, 0}, 12::Core.LLVMPtr{Float64, 0}, 13::Core.LLVMPtr{Bool, 0}, 14::Float64, 15::Float64, 16::Float64}, Tuple{Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Float64, Float64}, Core.LLVMPtr{UInt8, 0}, UInt64, UInt64}, 3::Bool, 4::Bool, 5, 6::Core.LLVMPtr{Any, 0}, 7::UInt64, 8::UInt64, 9, 10::Bool, 11::Bool, 12::Core.LLVMPtr{UInt64, 0}}, 12::@NamedTuple{1, 2, 3::Core.LLVMPtr{UInt8, 0}, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14::Core.LLVMPtr{UInt8, 0}, 15, 16::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 17, 18::@NamedTuple{1, 2, 3, 4, 5, 6::UInt64, 7::Core.LLVMPtr{UInt64, 0}, 8::Core.LLVMPtr{UInt64, 0}}, 19, 20, 21, 22::Bool, 23::Bool, 24::UInt64, 25::UInt64, 26::Core.LLVMPtr{UInt8, 0}, 27, 28::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 29, 30::UInt64, 31::UInt64, 32::Core.LLVMPtr{UInt64, 0}}, 13::@NamedTuple{1}, 14, 15, 16::UInt64}, 2, 3, 4, 5}})(::EnzymeCore.Const{typeof(EnzymeTestUtils.call_with_kwargs)}, ::EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, ::EnzymeCore.Const{typeof(MatrixAlgebraKit.eig_trunc)}, ::EnzymeCore.Duplicated{Matrix{Float64}}, ::@NamedTuple{1::@NamedTuple{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11::@NamedTuple{1, 2::Tuple{Core.LLVMPtr{UInt8, 0}, Core.LLVMPtr{UInt8, 0}, @NamedTuple{1::@NamedTuple{1, 2, 3, 4::@NamedTuple{1, 2, 3, 4::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 5::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 6::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 7::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 10::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 11::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 12::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 13::UInt64, 14::Float64, 15::Float64, 16::Float64, 17::Float64, 18::Core.LLVMPtr{Float64, 0}, 19::Float64, 20::Float64, 21::Float64, 22::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 23::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 24::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 25::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 26::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 27::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 28::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 29::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 30::Core.LLVMPtr{Float64, 0}, 31::Core.LLVMPtr{Float64, 0}}, 5::Float64, 6::Float64, 7::Core.LLVMPtr{Float64, 0}, 8::UInt64, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Float64, 12::Float64, 13::Float64, 14::Float64, 15::Float64, 16::Core.LLVMPtr{Float64, 0}, 17::Core.LLVMPtr{Float64, 0}}, 2::Float64, 3, 4::Float64, 5, 6::Core.LLVMPtr{Float64, 0}, 7::UInt64, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Core.LLVMPtr{Float64, 0}, 12::Core.LLVMPtr{Float64, 0}, 13::Core.LLVMPtr{Bool, 0}, 14::Float64, 15::Float64, 16::Float64}, Tuple{Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Float64, Float64}, Core.LLVMPtr{UInt8, 0}, UInt64, UInt64}, 3::Bool, 4::Bool, 5, 6::Core.LLVMPtr{Any, 0}, 7::UInt64, 8::UInt64, 9, 10::Bool, 11::Bool, 12::Core.LLVMPtr{UInt64, 0}}, 12::@NamedTuple{1, 2, 3::Core.LLVMPtr{UInt8, 0}, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14::Core.LLVMPtr{UInt8, 0}, 15, 16::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 17, 18::@NamedTuple{1, 2, 3, 4, 5, 6::UInt64, 7::Core.LLVMPtr{UInt64, 0}, 8::Core.LLVMPtr{UInt64, 0}}, 19, 20, 21, 22::Bool, 23::Bool, 24::UInt64, 25::UInt64, 26::Core.LLVMPtr{UInt8, 0}, 27, 28::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 29, 30::UInt64, 31::UInt64, 32::Core.LLVMPtr{UInt64, 0}}, 13::@NamedTuple{1}, 14, 15, 16::UInt64}, 2, 3, 4, 5})
  This error has been manually thrown, explicitly, so the method may exist but be intentionally marked as unimplemented.
  
  Closest candidates are:
    (::Enzyme.Compiler.AdjointThunk{PT, FA, RT, TT, Width, TapeT})(::FA, ::Any...) where {PT, FA, Width, RT, TT, TapeT}
     @ Enzyme ~/.julia/packages/Enzyme/EITgk/src/compiler.jl:5372
  
  Stacktrace:
    [1] macro expansion
      @ ~/.julia/packages/Enzyme/EITgk/src/compiler.jl:5498 [inlined]
    [2] enzyme_call(::Val{false}, ::Ptr{Nothing}, ::Type{Enzyme.Compiler.AdjointThunk{Ptr{Nothing}, EnzymeCore.Const{typeof(EnzymeTestUtils.call_with_kwargs)}, EnzymeCore.MixedDuplicated{Tuple{LinearAlgebra.Diagonal{ComplexF64, Vector{ComplexF64}}, Matrix{ComplexF64}, Float64}}, Tuple{EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, EnzymeCore.Const{typeof(MatrixAlgebraKit.eig_trunc)}, EnzymeCore.Duplicated{Matrix{Float64}}}, 1, @NamedTuple{1::@NamedTuple{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11::@NamedTuple{1, 2::Tuple{Core.LLVMPtr{UInt8, 0}, Core.LLVMPtr{UInt8, 0}, @NamedTuple{1::@NamedTuple{1, 2, 3, 4::@NamedTuple{1, 2, 3, 4::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 5::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 6::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 7::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 10::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 11::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 12::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 13::UInt64, 14::Float64, 15::Float64, 16::Float64, 17::Float64, 18::Core.LLVMPtr{Float64, 0}, 19::Float64, 20::Float64, 21::Float64, 22::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 23::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 24::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 25::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 26::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 27::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 28::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 29::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 30::Core.LLVMPtr{Float64, 0}, 31::Core.LLVMPtr{Float64, 0}}, 5::Float64, 6::Float64, 7::Core.LLVMPtr{Float64, 0}, 8::UInt64, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Float64, 12::Float64, 13::Float64, 14::Float64, 15::Float64, 16::Core.LLVMPtr{Float64, 0}, 17::Core.LLVMPtr{Float64, 0}}, 2::Float64, 3, 4::Float64, 5, 6::Core.LLVMPtr{Float64, 0}, 7::UInt64, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Core.LLVMPtr{Float64, 0}, 12::Core.LLVMPtr{Float64, 0}, 13::Core.LLVMPtr{Bool, 0}, 14::Float64, 15::Float64, 16::Float64}, Tuple{Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Float64, Float64}, Core.LLVMPtr{UInt8, 0}, UInt64, UInt64}, 3::Bool, 4::Bool, 5, 6::Core.LLVMPtr{Any, 0}, 7::UInt64, 8::UInt64, 9, 10::Bool, 11::Bool, 12::Core.LLVMPtr{UInt64, 0}}, 12::@NamedTuple{1, 2, 3::Core.LLVMPtr{UInt8, 0}, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14::Core.LLVMPtr{UInt8, 0}, 15, 16::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 17, 18::@NamedTuple{1, 2, 3, 4, 5, 6::UInt64, 7::Core.LLVMPtr{UInt64, 0}, 8::Core.LLVMPtr{UInt64, 0}}, 19, 20, 21, 22::Bool, 23::Bool, 24::UInt64, 25::UInt64, 26::Core.LLVMPtr{UInt8, 0}, 27, 28::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 29, 30::UInt64, 31::UInt64, 32::Core.LLVMPtr{UInt64, 0}}, 13::@NamedTuple{1}, 14, 15, 16::UInt64}, 2, 3, 4, 5}}}, ::Val{1}, ::Val{false}, ::Type{Tuple{EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, EnzymeCore.Const{typeof(MatrixAlgebraKit.eig_trunc)}, EnzymeCore.Duplicated{Matrix{Float64}}}}, ::Type{EnzymeCore.MixedDuplicated{Tuple{LinearAlgebra.Diagonal{ComplexF64, Vector{ComplexF64}}, Matrix{ComplexF64}, Float64}}}, ::EnzymeCore.Const{typeof(EnzymeTestUtils.call_with_kwargs)}, ::Type{@NamedTuple{1::@NamedTuple{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11::@NamedTuple{1, 2::Tuple{Core.LLVMPtr{UInt8, 0}, Core.LLVMPtr{UInt8, 0}, @NamedTuple{1::@NamedTuple{1, 2, 3, 4::@NamedTuple{1, 2, 3, 4::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 5::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 6::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 7::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 10::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 11::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 12::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 13::UInt64, 14::Float64, 15::Float64, 16::Float64, 17::Float64, 18::Core.LLVMPtr{Float64, 0}, 19::Float64, 20::Float64, 21::Float64, 22::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 23::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 24::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 25::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 26::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 27::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 28::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 29::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 30::Core.LLVMPtr{Float64, 0}, 31::Core.LLVMPtr{Float64, 0}}, 5::Float64, 6::Float64, 7::Core.LLVMPtr{Float64, 0}, 8::UInt64, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Float64, 12::Float64, 13::Float64, 14::Float64, 15::Float64, 16::Core.LLVMPtr{Float64, 0}, 17::Core.LLVMPtr{Float64, 0}}, 2::Float64, 3, 4::Float64, 5, 6::Core.LLVMPtr{Float64, 0}, 7::UInt64, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Core.LLVMPtr{Float64, 0}, 12::Core.LLVMPtr{Float64, 0}, 13::Core.LLVMPtr{Bool, 0}, 14::Float64, 15::Float64, 16::Float64}, Tuple{Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Float64, Float64}, Core.LLVMPtr{UInt8, 0}, UInt64, UInt64}, 3::Bool, 4::Bool, 5, 6::Core.LLVMPtr{Any, 0}, 7::UInt64, 8::UInt64, 9, 10::Bool, 11::Bool, 12::Core.LLVMPtr{UInt64, 0}}, 12::@NamedTuple{1, 2, 3::Core.LLVMPtr{UInt8, 0}, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14::Core.LLVMPtr{UInt8, 0}, 15, 16::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 17, 18::@NamedTuple{1, 2, 3, 4, 5, 6::UInt64, 7::Core.LLVMPtr{UInt64, 0}, 8::Core.LLVMPtr{UInt64, 0}}, 19, 20, 21, 22::Bool, 23::Bool, 24::UInt64, 25::UInt64, 26::Core.LLVMPtr{UInt8, 0}, 27, 28::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 29, 30::UInt64, 31::UInt64, 32::Core.LLVMPtr{UInt64, 0}}, 13::@NamedTuple{1}, 14, 15, 16::UInt64}, 2, 3, 4, 5}}, ::EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, ::EnzymeCore.Const{typeof(MatrixAlgebraKit.eig_trunc)}, ::EnzymeCore.Duplicated{Matrix{Float64}}, ::@NamedTuple{1::@NamedTuple{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11::@NamedTuple{1, 2::Tuple{Core.LLVMPtr{UInt8, 0}, Core.LLVMPtr{UInt8, 0}, @NamedTuple{1::@NamedTuple{1, 2, 3, 4::@NamedTuple{1, 2, 3, 4::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 5::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 6::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 7::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 10::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 11::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 12::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 13::UInt64, 14::Float64, 15::Float64, 16::Float64, 17::Float64, 18::Core.LLVMPtr{Float64, 0}, 19::Float64, 20::Float64, 21::Float64, 22::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 23::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 24::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 25::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 26::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 27::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 28::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 29::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 30::Core.LLVMPtr{Float64, 0}, 31::Core.LLVMPtr{Float64, 0}}, 5::Float64, 6::Float64, 7::Core.LLVMPtr{Float64, 0}, 8::UInt64, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Float64, 12::Float64, 13::Float64, 14::Float64, 15::Float64, 16::Core.LLVMPtr{Float64, 0}, 17::Core.LLVMPtr{Float64, 0}}, 2::Float64, 3, 4::Float64, 5, 6::Core.LLVMPtr{Float64, 0}, 7::UInt64, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Core.LLVMPtr{Float64, 0}, 12::Core.LLVMPtr{Float64, 0}, 13::Core.LLVMPtr{Bool, 0}, 14::Float64, 15::Float64, 16::Float64}, Tuple{Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Float64, Float64}, Core.LLVMPtr{UInt8, 0}, UInt64, UInt64}, 3::Bool, 4::Bool, 5, 6::Core.LLVMPtr{Any, 0}, 7::UInt64, 8::UInt64, 9, 10::Bool, 11::Bool, 12::Core.LLVMPtr{UInt64, 0}}, 12::@NamedTuple{1, 2, 3::Core.LLVMPtr{UInt8, 0}, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14::Core.LLVMPtr{UInt8, 0}, 15, 16::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 17, 18::@NamedTuple{1, 2, 3, 4, 5, 6::UInt64, 7::Core.LLVMPtr{UInt64, 0}, 8::Core.LLVMPtr{UInt64, 0}}, 19, 20, 21, 22::Bool, 23::Bool, 24::UInt64, 25::UInt64, 26::Core.LLVMPtr{UInt8, 0}, 27, 28::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 29, 30::UInt64, 31::UInt64, 32::Core.LLVMPtr{UInt64, 0}}, 13::@NamedTuple{1}, 14, 15, 16::UInt64}, 2, 3, 4, 5})
      @ Enzyme.Compiler ~/.julia/packages/Enzyme/EITgk/src/compiler.jl:5454
    [3] (::Enzyme.Compiler.AdjointThunk{Ptr{Nothing}, EnzymeCore.Const{typeof(EnzymeTestUtils.call_with_kwargs)}, EnzymeCore.MixedDuplicated{Tuple{LinearAlgebra.Diagonal{ComplexF64, Vector{ComplexF64}}, Matrix{ComplexF64}, Float64}}, Tuple{EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, EnzymeCore.Const{typeof(MatrixAlgebraKit.eig_trunc)}, EnzymeCore.Duplicated{Matrix{Float64}}}, 1, @NamedTuple{1::@NamedTuple{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11::@NamedTuple{1, 2::Tuple{Core.LLVMPtr{UInt8, 0}, Core.LLVMPtr{UInt8, 0}, @NamedTuple{1::@NamedTuple{1, 2, 3, 4::@NamedTuple{1, 2, 3, 4::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 5::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 6::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 7::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 10::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 11::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 12::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 13::UInt64, 14::Float64, 15::Float64, 16::Float64, 17::Float64, 18::Core.LLVMPtr{Float64, 0}, 19::Float64, 20::Float64, 21::Float64, 22::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 23::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 24::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 25::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 26::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 27::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 28::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 29::Core.LLVMPtr{Core.LLVMPtr{Float64, 0}, 0}, 30::Core.LLVMPtr{Float64, 0}, 31::Core.LLVMPtr{Float64, 0}}, 5::Float64, 6::Float64, 7::Core.LLVMPtr{Float64, 0}, 8::UInt64, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Float64, 12::Float64, 13::Float64, 14::Float64, 15::Float64, 16::Core.LLVMPtr{Float64, 0}, 17::Core.LLVMPtr{Float64, 0}}, 2::Float64, 3, 4::Float64, 5, 6::Core.LLVMPtr{Float64, 0}, 7::UInt64, 8::Core.LLVMPtr{Float64, 0}, 9::Core.LLVMPtr{Float64, 0}, 10::Float64, 11::Core.LLVMPtr{Float64, 0}, 12::Core.LLVMPtr{Float64, 0}, 13::Core.LLVMPtr{Bool, 0}, 14::Float64, 15::Float64, 16::Float64}, Tuple{Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Core.LLVMPtr{Float64, 0}, Float64, Float64}, Core.LLVMPtr{UInt8, 0}, UInt64, UInt64}, 3::Bool, 4::Bool, 5, 6::Core.LLVMPtr{Any, 0}, 7::UInt64, 8::UInt64, 9, 10::Bool, 11::Bool, 12::Core.LLVMPtr{UInt64, 0}}, 12::@NamedTuple{1, 2, 3::Core.LLVMPtr{UInt8, 0}, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14::Core.LLVMPtr{UInt8, 0}, 15, 16::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 17, 18::@NamedTuple{1, 2, 3, 4, 5, 6::UInt64, 7::Core.LLVMPtr{UInt64, 0}, 8::Core.LLVMPtr{UInt64, 0}}, 19, 20, 21, 22::Bool, 23::Bool, 24::UInt64, 25::UInt64, 26::Core.LLVMPtr{UInt8, 0}, 27, 28::Core.LLVMPtr{Core.LLVMPtr{UInt8, 0}, 0}, 29, 30::UInt64, 31::UInt64, 32::Core.LLVMPtr{UInt64, 0}}, 13::@NamedTuple{1}, 14, 15, 16::UInt64}, 2, 3, 4, 5}})(::EnzymeCore.Const{typeof(EnzymeTestUtils.call_with_kwargs)}, ::EnzymeCore.Const{@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}}, ::Vararg{Any})
      @ Enzyme.Compiler ~/.julia/packages/Enzyme/EITgk/src/compiler.jl:5372
    [4] test_reverse(f::typeof(MatrixAlgebraKit.eig_trunc), ret_activity::Type, args::Tuple{Matrix{Float64}, UnionAll}; rng::Random.TaskLocalRNG, fdm::FiniteDifferences.AdaptedFiniteDifferenceMethod{5, 1, FiniteDifferences.UnadaptedFiniteDifferenceMethod{7, 5}}, fkwargs::@NamedTuple{alg::MatrixAlgebraKit.TruncatedAlgorithm{MatrixAlgebraKit.LAPACK_Simple{@NamedTuple{}}, MatrixAlgebraKit.TruncationByOrder{typeof(abs)}}}, rtol::Float64, atol::Float64, testset_name::Nothing, runtime_activity::Bool, output_tangent::Tuple{LinearAlgebra.Diagonal{ComplexF64, Vector{ComplexF64}}, Matrix{ComplexF64}, Float64})
      @ EnzymeTestUtils ~/.julia/dev/Enzyme/lib/EnzymeTestUtils/src/test_reverse.jl:143

@wsmoses
Copy link
Member

wsmoses commented Nov 14, 2025 •
edited
Loading

the pr was merged but not released, if you want to try via main

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

Reviewers

@wsmoses wsmoses Awaiting requested review from wsmoses

At least 1 approving review is required to merge this pull request.

Assignees

No one assigned

Labels

None yet

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

3 participants

@kshyatt @wsmoses