SciMLSensitivity.jl Precompile error because of Enzyme

erny123 · November 12, 2024, 9:19pm

Edit: Issue opened with Trixi.jl

Trixi forcing downgrades when using Enzyme.jl, Zygote.jl, SciMLsensitivity.jl · Issue #2157 · trixi-framework/Trixi.jl

Trying to follow along this the SciMLSensitivity.jl tutorial:

Parameter Estimation of Ordinary Differential Equations · SciMLSensitivity.jl

If anyone has any idea what’s going on, I’d appreciate it.

Julia version: Version 1.11.1 (2024-10-16)

When looking for Enzyme.jl version:

] status Enzyme

Status ~/TRIXI/Project.toml ⌅ [7da242da] Enzyme v0.11.20 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use 'status --outdated'

and

status --outdated
Status `~/TRIXI/Project.toml`
⌅ [7da242da] Enzyme v0.11.20 (<v0.13.14): SciMLSensitivity
⌃ [7ed4a6bd] LinearSolve v2.22.1 (<v2.36.2)
⌅ [7f7a1694] Optimization v3.19.3 (<v4.0.5): OptimizationOptimJL, OptimizationOptimisers, OptimizationPolyalgorithms
⌃ [500b13db] OptimizationPolyalgorithms v0.1.2 (<v0.3.0)
⌃ [1dea7af3] OrdinaryDiffEq v6.66.0 (<v6.90.1)
⌃ [1ed8b502] SciMLSensitivity v7.51.0 (<v7.71.1)

When using Pkg.add:

Pkg.add("OrdinaryDiffEq")
Pkg.add("Trixi")
Pkg.add("Plots")
Pkg.add("LinearSolve")
Pkg.add("LaTeXStrings")
Pkg.add("LinearAlgebra")
Pkg.add("Enzyme")
Pkg.add("Optimization")
Pkg.add("OptimizationPolyalgorithms")
Pkg.add("SciMLSensitivity")
Pkg.add("Zygote")

I get many errors but most being due to Enzym.jl :

0 dependencies successfully precompiled in 25 seconds. 496 already precompiled. 7 dependencies errored. For a report of the errors see `julia> err`. To retry use `pkg> precompile` Resolving package versions... Updating `[~/TRIXI/Project.toml](http://127.0.0.1:8888/lab/tree/TRIXI/TRIXI/Project.toml)` [37e2e46d] + LinearAlgebra v1.11.0 No Changes to `[~/TRIXI/Manifest.toml](http://127.0.0.1:8888/lab/tree/TRIXI/TRIXI/Manifest.toml)` Precompiling project... ✗ Enzyme ✗ Enzyme → EnzymeSpecialFunctionsExt ✗ DiffEqBase → DiffEqBaseEnzymeExt ✗ Optimization → OptimizationEnzymeExt ✗ LinearSolve → LinearSolveEnzymeExt ✗ SparseDiffTools → SparseDiffToolsEnzymeExt ✗ SciMLSensitivity 0 dependencies successfully precompiled in 22 seconds. 496 already precompiled. 7 dependencies errored. For a report of the errors see `julia> err`. To retry use `pkg> precompile`

And then using :

using OrdinaryDiffEq
using Trixi
using Plots
using LaTeXStrings
using LinearSolve
using LinearAlgebra
using Optimization
using OptimizationPolyalgorithms 
using SciMLSensitivity
using Zygote

[ Info: Precompiling IJuliaExt [2f4121a4-3b3a-5ce6-9c5e-1f2673ce168a] 
[ Info: Precompiling SciMLSensitivity [1ed8b502-d754-442c-8d5d-10ac956f44a1] (cache misses: wrong dep version loaded (2))
ERROR: LoadError: InitError: type Nothing has no field major
Stacktrace:
  [1] getproperty
    @ ./Base.jl:49 [inlined]
  [2] __init__()
    @ GPUCompiler ~/.julia/packages/GPUCompiler/U36Ed/src/GPUCompiler.jl:64
  [3] run_module_init(mod::Module, i::Int64)
    @ Base ./loading.jl:1336
  [4] register_restored_modules(sv::Core.SimpleVector, pkg::Base.PkgId, path::String)
    @ Base ./loading.jl:1324
  [5] _include_from_serialized(pkg::Base.PkgId, path::String, ocachepath::String, depmods::Vector{Any}, ignore_native::Nothing; register::Bool)
    @ Base ./loading.jl:1213
  [6] _include_from_serialized (repeats 2 times)
    @ ./loading.jl:1169 [inlined]
  [7] _require_search_from_serialized(pkg::Base.PkgId, sourcepath::String, build_id::UInt128, stalecheck::Bool; reasons::Dict{String, Int64}, DEPOT_PATH::Vector{String})
    @ Base ./loading.jl:1985
  [8] _require(pkg::Base.PkgId, env::String)
    @ Base ./loading.jl:2450
  [9] __require_prelocked(uuidkey::Base.PkgId, env::String)
    @ Base ./loading.jl:2315
 [10] #invoke_in_world#3
    @ ./essentials.jl:1089 [inlined]
 [11] invoke_in_world
    @ ./essentials.jl:1086 [inlined]
 [12] _require_prelocked(uuidkey::Base.PkgId, env::String)
    @ Base ./loading.jl:2302
 [13] macro expansion
    @ ./loading.jl:2241 [inlined]
 [14] macro expansion
    @ ./lock.jl:273 [inlined]
 [15] __require(into::Module, mod::Symbol)
    @ Base ./loading.jl:2198
 [16] #invoke_in_world#3
    @ ./essentials.jl:1089 [inlined]
 [17] invoke_in_world
    @ ./essentials.jl:1086 [inlined]
 [18] require(into::Module, mod::Symbol)
    @ Base ./loading.jl:2191
 [19] include(mod::Module, _path::String)
    @ Base ./Base.jl:557
 [20] include(x::String)
    @ Enzyme ~/.julia/packages/Enzyme/l4FS0/src/Enzyme.jl:1
 [21] top-level scope
    @ ~/.julia/packages/Enzyme/l4FS0/src/Enzyme.jl:43
 [22] include
    @ ./Base.jl:557 [inlined]
 [23] include_package_for_output(pkg::Base.PkgId, input::String, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt128}}, source::String)
    @ Base ./loading.jl:2790
 [24] top-level scope
    @ stdin:5
during initialization of module GPUCompiler
in expression starting at /home/evaldez/.julia/packages/Enzyme/l4FS0/src/typetree.jl:6
in expression starting at /home/evaldez/.julia/packages/Enzyme/l4FS0/src/Enzyme.jl:1
in expression starting at stdin:5
ERROR: LoadError: Failed to precompile Enzyme [7da242da-08ed-463a-9acd-ee780be4f1d9] to "/home/evaldez/.julia/compiled/v1.11/Enzyme/jl_oI4hIh".

erny123 · November 12, 2024, 9:33pm

Found an issue opened and closed on github:

Enzyme Julia 1.11 UndefVarError: CodeCache not defined in GPUCompiler · Issue #1527 · EnzymeAD/Enzyme.jl

Still don’t see a solution yet they closed it for whatever reason.

hexaeder · November 12, 2024, 9:33pm

It looks like your working in some trixi environment. Are there other packages already present? Try ] activate —temp in a fresh Julia session before adding those packages. Does this still reproduce the error? Can you share the output of ] st?

It is always a good idea to create a new local environments for each project to decrease the chance for version conflicts of unrelated packages. See Writing your code for a quick introduction to Julia environments.

erny123 · November 12, 2024, 9:34pm

hm… Well I would like to use Trixi.jl along with SciMLSensitivity.jl for a PDE parameter estimation problem (inverse problem). How is Trixi.jl affecting the latter?

wsmoses · November 12, 2024, 9:35pm

So that linked issue was fixed in subsequent releases.

What version of Enzyme (and also Julia) are you using?

erny123 · November 12, 2024, 9:38pm

Edited the OP.

] status Enzyme

Status ~/TRIXI/Project.toml ⌅ [7da242da] Enzyme v0.11.20 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use 'status --outdated'

status --outdated
Status `~/TRIXI/Project.toml`
⌅ [7da242da] Enzyme v0.11.20 (<v0.13.14): SciMLSensitivity
⌃ [7ed4a6bd] LinearSolve v2.22.1 (<v2.36.2)
⌅ [7f7a1694] Optimization v3.19.3 (<v4.0.5): OptimizationOptimJL, OptimizationOptimisers, OptimizationPolyalgorithms
⌃ [500b13db] OptimizationPolyalgorithms v0.1.2 (<v0.3.0)
⌃ [1dea7af3] OrdinaryDiffEq v6.66.0 (<v6.90.1)
⌃ [1ed8b502] SciMLSensitivity v7.51.0 (<v7.71.1)

wsmoses · November 12, 2024, 9:39pm

Yeah your problem is that you have a really old Enzyme, update to the latest and precompilation should be fine.

erny123 · November 12, 2024, 9:41pm

It looks like it does precompile to the latest version in a new project by itself.

But there’s something in the dependencies that’s causing it to downgrade, SciMLSensitivity.jl ?

erny123 · November 12, 2024, 9:43pm

Ya basically, anytime I try to update anything I get:

(TRIXI) pkg> update Enzyme
    Updating registry at `~/.julia/registries/General.toml`
  No Changes to `~/TRIXI/Project.toml`
  No Changes to `~/TRIXI/Manifest.toml`
Precompiling project...
  ✗ Enzyme
  ✗ Enzyme → EnzymeSpecialFunctionsExt
  ✗ SparseDiffTools → SparseDiffToolsEnzymeExt
  ✗ Optimization → OptimizationEnzymeExt
  ✗ DiffEqBase → DiffEqBaseEnzymeExt
  ✗ LinearSolve → LinearSolveEnzymeExt
  ✗ SciMLSensitivity
  0 dependencies successfully precompiled in 16 seconds. 496 already precompiled.
  7 dependencies errored.
  For a report of the errors see `julia> err`. To retry use `pkg> precompile`

(TRIXI) pkg> update  OrdinaryDiffEq
    Updating registry at `~/.julia/registries/General.toml`
  No Changes to `~/TRIXI/Project.toml`
  No Changes to `~/TRIXI/Manifest.toml`
Precompiling project...
  Progress [=================>                       ]  5/12
  ✗ Enzyme
  ✗ Enzyme → EnzymeSpecialFunctionsExt
  ✗ SparseDiffTools → SparseDiffToolsEnzymeExt
  ✗ Optimization → OptimizationEnzymeExt
  ✗ DiffEqBase → DiffEqBaseEnzymeExt
  ◑ LinearSolve → LinearSolveEnzymeExt

erny123 · November 12, 2024, 9:55pm

Ok so:

] rm Trixi
] update

allows everything to update properly.

then:

] add Trixi

gives the previous downgrades.

So looks like this is a Trixi.jl issue

gdalle · November 12, 2024, 9:55pm

If you run

pkg> add Enzwme@0.13

you should get an error telling you what’s holding Enzyme back

erny123 · November 12, 2024, 10:00pm

yup, it’s Trixi.jl

pkg> add Enzyme@0.13
   Resolving package versions...
ERROR: Unsatisfiable requirements detected for package Trixi [a7f1ee26]:
 Trixi [a7f1ee26] log:
 ├─possible versions are: 0.1.0 - 0.9.4 or uninstalled
 ├─restricted to versions * by project [b4869454], leaving only versions: 0.1.0 - 0.9.4
 │ └─project [b4869454] log:
 │   ├─possible versions are: 0.0.0 or uninstalled
 │   └─project [b4869454] is fixed to version 0.0.0
 ├─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: [0.1.0 - 0.4.12, 0.5.45 - 0.9.4] or uninstalled, leaving only versions: [0.1.0 - 0.4.12, 0.5.45 - 0.9.4]
 │ └─SciMLBase [0bca4576] log:
 │   ├─possible versions are: 1.0.0 - 2.60.0 or uninstalled
 │   ├─restricted by compatibility requirements with LinearSolve [7ed4a6bd] to versions: 1.18.6 - 2.60.0
 │   │ └─LinearSolve [7ed4a6bd] log:
 │   │   ├─possible versions are: 0.1.0 - 2.36.2 or uninstalled
 │   │   ├─restricted to versions * by project [b4869454], leaving only versions: 0.1.0 - 2.36.2
 │   │   │ └─project [b4869454] log: see above
 │   │   ├─restricted by compatibility requirements with Enzyme [7da242da] to versions: [0.1.0 - 2.20.0, 2.35.0 - 2.36.2] or uninstalled, leaving only versions: [0.1.0 - 2.20.0, 2.35.0 - 2.36.2]
 │   │   │ └─Enzyme [7da242da] log:
 │   │   │   ├─possible versions are: 0.1.0 - 0.13.14 or uninstalled
 │   │   │   ├─restricted to versions * by project [b4869454], leaving only versions: 0.1.0 - 0.13.14
 │   │   │   │ └─project [b4869454] log: see above
 │   │   │   └─restricted to versions 0.13 by an explicit requirement, leaving only versions: 0.13.0 - 0.13.14
 │   │   ├─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 2.0.0 - 2.36.2, leaving only versions: [2.0.0 - 2.20.0, 2.35.0 - 2.36.2]
 │   │   │ └─SciMLSensitivity [1ed8b502] log:
 │   │   │   ├─possible versions are: 7.0.0 - 7.71.1 or uninstalled
 │   │   │   ├─restricted to versions * by project [b4869454], leaving only versions: 7.0.0 - 7.71.1
 │   │   │   │ └─project [b4869454] log: see above
 │   │   │   └─restricted by compatibility requirements with Enzyme [7da242da] to versions: 7.68.0 - 7.71.1 or uninstalled, leaving only versions: 7.68.0 - 7.71.1
 │   │   │     └─Enzyme [7da242da] log: see above
 │   │   ├─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: 2.7.0 - 2.36.2 or uninstalled, leaving only versions: [2.7.0 - 2.20.0, 2.35.0 - 2.36.2]
 │   │   │ └─SciMLBase [0bca4576] log: see above
 │   │   ├─restricted by compatibility requirements with RecursiveArrayTools [731186ca] to versions: [0.1.0 - 2.10.0, 2.21.0 - 2.36.2] or uninstalled, leaving only versions: [2.7.0 - 2.10.0, 2.35.0 - 2.36.2]
 │   │   │ └─RecursiveArrayTools [731186ca] log:
 │   │   │   ├─possible versions are: 0.16.0 - 3.27.3 or uninstalled
 │   │   │   ├─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 3.18.1 - 3.27.3
 │   │   │   │ └─SciMLSensitivity [1ed8b502] log: see above
 │   │   │   └─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: 3.26.0 - 3.27.3
 │   │   │     └─SciMLBase [0bca4576] log: see above
 │   │   └─restricted by compatibility requirements with EnzymeCore [f151be2c] to versions: [0.1.0 - 2.7.0, 2.35.0 - 2.36.2] or uninstalled, leaving only versions: [2.7.0, 2.35.0 - 2.36.2]
 │   │     └─EnzymeCore [f151be2c] log:
 │   │       ├─possible versions are: 0.1.0 - 0.8.5 or uninstalled
 │   │       └─restricted by compatibility requirements with Enzyme [7da242da] to versions: 0.8.0 - 0.8.5
 │   │         └─Enzyme [7da242da] log: see above
 │   └─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 2.51.4 - 2.60.0
 │     └─SciMLSensitivity [1ed8b502] log: see above
 ├─restricted by compatibility requirements with RecursiveArrayTools [731186ca] to versions: 0.1.0 - 0.8.8 or uninstalled, leaving only versions: [0.1.0 - 0.4.12, 0.5.45 - 0.8.8]
 │ └─RecursiveArrayTools [731186ca] log: see above
 ├─restricted by compatibility requirements with LoopVectorization [bdcacae8] to versions: [0.1.0 - 0.2.1, 0.3.19 - 0.9.4] or uninstalled, leaving only versions: [0.1.0 - 0.2.1, 0.3.19 - 0.4.12, 0.5.45 - 0.8.8]
 │ └─LoopVectorization [bdcacae8] log:
 │   ├─possible versions are: 0.1.0 - 0.12.171 or uninstalled
 │   ├─restricted by julia compatibility requirements to versions: 0.9.0 - 0.12.171 or uninstalled
 │   ├─restricted by compatibility requirements with VectorizationBase [3d5dd08c] to versions: 0.12.19 - 0.12.171 or uninstalled
 │   │ └─VectorizationBase [3d5dd08c] log:
 │   │   ├─possible versions are: 0.1.0 - 0.21.71 or uninstalled
 │   │   ├─restricted by julia compatibility requirements to versions: 0.20.8 - 0.21.71 or uninstalled
 │   │   ├─restricted by compatibility requirements with TriangularSolve [d5829a12] to versions: 0.20.0 - 0.21.71, leaving only versions: 0.20.8 - 0.21.71
 │   │   │ └─TriangularSolve [d5829a12] log:
 │   │   │   ├─possible versions are: 0.1.0 - 0.2.1 or uninstalled
 │   │   │   ├─restricted by compatibility requirements with RecursiveFactorization [f2c3362d] to versions: 0.1.1 - 0.2.1
 │   │   │   │ └─RecursiveFactorization [f2c3362d] log:
 │   │   │   │   ├─possible versions are: 0.0.1 - 0.2.23 or uninstalled
 │   │   │   │   ├─restricted by compatibility requirements with VectorizationBase [3d5dd08c] to versions: [0.0.1 - 0.1.2, 0.1.11 - 0.2.23] or uninstalled
 │   │   │   │   │ └─VectorizationBase [3d5dd08c] log: see above
 │   │   │   │   ├─restricted by compatibility requirements with LinearSolve [7ed4a6bd] to versions: 0.2.8 - 0.2.23
 │   │   │   │   │ └─LinearSolve [7ed4a6bd] log: see above
 │   │   │   │   ├─restricted by compatibility requirements with StrideArraysCore [7792a7ef] to versions: [0.0.1 - 0.1.13, 0.2.13 - 0.2.23] or uninstalled, leaving only versions: 0.2.13 - 0.2.23
 │   │   │   │   │ └─StrideArraysCore [7792a7ef] log:
 │   │   │   │   │   ├─possible versions are: 0.1.0 - 0.5.7 or uninstalled
 │   │   │   │   │   ├─restricted by compatibility requirements with VectorizationBase [3d5dd08c] to versions: 0.1.8 - 0.5.7 or uninstalled
 │   │   │   │   │   │ └─VectorizationBase [3d5dd08c] log: see above
 │   │   │   │   │   ├─restricted by compatibility requirements with RecursiveFactorization [f2c3362d] to versions: [0.1.13 - 0.1.18, 0.2.1 - 0.3.17, 0.4.1 - 0.5.7]
 │   │   │   │   │   │ └─RecursiveFactorization [f2c3362d] log: see above
 │   │   │   │   │   ├─restricted by compatibility requirements with Static [aedffcd0] to versions: [0.1.0 - 0.1.18, 0.3.12 - 0.5.7] or uninstalled, leaving only versions: [0.1.13 - 0.1.18, 0.3.12 - 0.3.17, 0.4.1 - 0.5.7]
 │   │   │   │   │   │ └─Static [aedffcd0] log:
 │   │   │   │   │   │   ├─possible versions are: 0.1.0 - 1.1.1 or uninstalled
 │   │   │   │   │   │   └─restricted by compatibility requirements with DiffEqBase [2b5f629d] to versions: 0.7.0 - 1.1.1
 │   │   │   │   │   │     └─DiffEqBase [2b5f629d] log:
 │   │   │   │   │   │       ├─possible versions are: 3.13.2 - 6.159.0 or uninstalled
 │   │   │   │   │   │       ├─restricted by compatibility requirements with Enzyme [7da242da] to versions: [3.13.2 - 6.151.1, 6.155.4 - 6.159.0] or uninstalled
 │   │   │   │   │   │       │ └─Enzyme [7da242da] log: see above
 │   │   │   │   │   │       ├─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 6.151.1 - 6.159.0, leaving only versions: [6.151.1, 6.155.4 - 6.159.0]
 │   │   │   │   │   │       │ └─SciMLSensitivity [1ed8b502] log: see above
 │   │   │   │   │   │       └─restricted by compatibility requirements with EnzymeCore [f151be2c] to versions: [3.13.2 - 6.130.1, 6.155.4 - 6.159.0] or uninstalled, leaving only versions: 6.155.4 - 6.159.0
 │   │   │   │   │   │         └─EnzymeCore [f151be2c] log: see above
 │   │   │   │   │   └─restricted by compatibility requirements with ArrayInterface [4fba245c] to versions: 0.4.8 - 0.5.7 or uninstalled, leaving only versions: 0.4.8 - 0.5.7
 │   │   │   │   │     └─ArrayInterface [4fba245c] log:
 │   │   │   │   │       ├─possible versions are: 0.0.1 - 7.17.0 or uninstalled
 │   │   │   │   │       ├─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 7.0.0 - 7.17.0
 │   │   │   │   │       │ └─SciMLSensitivity [1ed8b502] log: see above
 │   │   │   │   │       └─restricted by compatibility requirements with SciMLStructures [53ae85a6] to versions: 7.11.0 - 7.17.0
 │   │   │   │   │         └─SciMLStructures [53ae85a6] log:
 │   │   │   │   │           ├─possible versions are: 1.0.0 - 1.5.0 or uninstalled
 │   │   │   │   │           └─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 1.3.0 - 1.5.0
 │   │   │   │   │             └─SciMLSensitivity [1ed8b502] log: see above
 │   │   │   │   └─restricted by compatibility requirements with Polyester [f517fe37] to versions: [0.0.1 - 0.1.13, 0.2.14 - 0.2.23] or uninstalled, leaving only versions: 0.2.14 - 0.2.23
 │   │   │   │     └─Polyester [f517fe37] log:
 │   │   │   │       ├─possible versions are: 0.3.0 - 0.7.16 or uninstalled
 │   │   │   │       ├─restricted by compatibility requirements with RecursiveFactorization [f2c3362d] to versions: [0.3.2 - 0.3.9, 0.4.1 - 0.7.16]
 │   │   │   │       │ └─RecursiveFactorization [f2c3362d] log: see above
 │   │   │   │       ├─restricted by compatibility requirements with Static [aedffcd0] to versions: 0.6.13 - 0.7.16 or uninstalled, leaving only versions: 0.6.13 - 0.7.16
 │   │   │   │       │ └─Static [aedffcd0] log: see above
 │   │   │   │       └─restricted by compatibility requirements with ArrayInterface [4fba245c] to versions: 0.7.3 - 0.7.16 or uninstalled, leaving only versions: 0.7.3 - 0.7.16
 │   │   │   │         └─ArrayInterface [4fba245c] log: see above
 │   │   │   ├─restricted by compatibility requirements with Static [aedffcd0] to versions: [0.1.0, 0.1.12 - 0.2.1] or uninstalled, leaving only versions: 0.1.12 - 0.2.1
 │   │   │   │ └─Static [aedffcd0] log: see above
 │   │   │   └─restricted by compatibility requirements with Polyester [f517fe37] to versions: [0.1.0, 0.1.17 - 0.2.1] or uninstalled, leaving only versions: 0.1.17 - 0.2.1
 │   │   │     └─Polyester [f517fe37] log: see above
 │   │   ├─restricted by compatibility requirements with Static [aedffcd0] to versions: [0.1.0 - 0.19.0, 0.21.37 - 0.21.71] or uninstalled, leaving only versions: 0.21.37 - 0.21.71
 │   │   │ └─Static [aedffcd0] log: see above
 │   │   └─restricted by compatibility requirements with ArrayInterface [4fba245c] to versions: [0.1.0 - 0.12.33, 0.21.59 - 0.21.71] or uninstalled, leaving only versions: 0.21.59 - 0.21.71
 │   │     └─ArrayInterface [4fba245c] log: see above
 │   ├─restricted by compatibility requirements with ChainRulesCore [d360d2e6] to versions: [0.1.0 - 0.12.29, 0.12.31 - 0.12.171] or uninstalled, leaving only versions: [0.12.19 - 0.12.29, 0.12.31 - 0.12.171] or uninstalled
 │   │ └─ChainRulesCore [d360d2e6] log:
 │   │   ├─possible versions are: 0.1.0 - 1.25.0 or uninstalled
 │   │   ├─restricted by compatibility requirements with Enzyme [7da242da] to versions: 1.0.0 - 1.25.0 or uninstalled
 │   │   │ └─Enzyme [7da242da] log: see above
 │   │   ├─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 0.10.7 - 1.25.0, leaving only versions: 1.0.0 - 1.25.0
 │   │   │ └─SciMLSensitivity [1ed8b502] log: see above
 │   │   ├─restricted by compatibility requirements with Zygote [e88e6eb3] to versions: 1.9.0 - 1.25.0
 │   │   │ └─Zygote [e88e6eb3] log:
 │   │   │   ├─possible versions are: 0.1.0 - 0.6.73 or uninstalled
 │   │   │   ├─restricted to versions * by project [b4869454], leaving only versions: 0.1.0 - 0.6.73
 │   │   │   │ └─project [b4869454] log: see above
 │   │   │   └─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 0.6.67 - 0.6.73
 │   │   │     └─SciMLSensitivity [1ed8b502] log: see above
 │   │   └─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: 1.18.0 - 1.25.0 or uninstalled, leaving only versions: 1.18.0 - 1.25.0
 │   │     └─SciMLBase [0bca4576] log: see above
 │   ├─restricted by compatibility requirements with RecursiveFactorization [f2c3362d] to versions: 0.10.0 - 0.12.171, leaving only versions: [0.12.19 - 0.12.29, 0.12.31 - 0.12.171]
 │   │ └─RecursiveFactorization [f2c3362d] log: see above
 │   ├─restricted by compatibility requirements with TriangularSolve [d5829a12] to versions: 0.12.30 - 0.12.171, leaving only versions: 0.12.31 - 0.12.171
 │   │ └─TriangularSolve [d5829a12] log: see above
 │   ├─restricted by compatibility requirements with Static [aedffcd0] to versions: [0.1.0 - 0.11.2, 0.12.119 - 0.12.171] or uninstalled, leaving only versions: 0.12.119 - 0.12.171
 │   │ └─Static [aedffcd0] log: see above
 │   └─restricted by compatibility requirements with ArrayInterface [4fba245c] to versions: [0.1.0 - 0.8.26, 0.12.151 - 0.12.171] or uninstalled, leaving only versions: 0.12.151 - 0.12.171
 │     └─ArrayInterface [4fba245c] log: see above
 ├─restricted by compatibility requirements with StartUpDG [472ebc20] to versions: [0.1.0 - 0.5.4, 0.8.9 - 0.9.4] or uninstalled, leaving only versions: [0.1.0 - 0.2.1, 0.3.19 - 0.4.12]
 │ └─StartUpDG [472ebc20] log:
 │   ├─possible versions are: 0.4.0 - 1.1.5 or uninstalled
 │   ├─restricted by compatibility requirements with RecursiveArrayTools [731186ca] to versions: [0.4.0 - 0.13.1, 0.13.5 - 0.14.10, 1.0.0 - 1.0.3, 1.1.3 - 1.1.5] or uninstalled
 │   │ └─RecursiveArrayTools [731186ca] log: see above
 │   ├─restricted by compatibility requirements with ComponentArrays [b0b7db55] to versions: [0.4.0 - 0.13.4, 0.13.9 - 1.1.5] or uninstalled, leaving only versions: [0.4.0 - 0.13.1, 0.13.9 - 0.14.10, 1.0.0 - 1.0.3, 1.1.3 - 1.1.5] or uninstalled
 │   │ └─ComponentArrays [b0b7db55] log:
 │   │   ├─possible versions are: 0.1.0 - 0.15.17 or uninstalled
 │   │   ├─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: [0.1.0 - 0.13.8, 0.15.3 - 0.15.17] or uninstalled
 │   │   │ └─SciMLBase [0bca4576] log: see above
 │   │   ├─restricted by compatibility requirements with RecursiveArrayTools [731186ca] to versions: [0.1.0 - 0.13.8, 0.15.6 - 0.15.17] or uninstalled
 │   │   │ └─RecursiveArrayTools [731186ca] log: see above
 │   │   ├─restricted by compatibility requirements with ChainRulesCore [d360d2e6] to versions: [0.1.0 - 0.10.5, 0.11.2 - 0.15.17] or uninstalled, leaving only versions: [0.1.0 - 0.10.5, 0.11.2 - 0.13.8, 0.15.6 - 0.15.17] or uninstalled
 │   │   │ └─ChainRulesCore [d360d2e6] log: see above
 │   │   ├─restricted by compatibility requirements with ArrayInterface [4fba245c] to versions: [0.1.0 - 0.6.0, 0.13.8 - 0.15.17] or uninstalled, leaving only versions: [0.1.0 - 0.6.0, 0.13.8, 0.15.6 - 0.15.17] or uninstalled
 │   │   │ └─ArrayInterface [4fba245c] log: see above
 │   │   └─restricted by compatibility requirements with Adapt [79e6a3ab] to versions: [0.1.0 - 0.14.0, 0.15.8 - 0.15.17] or uninstalled, leaving only versions: [0.1.0 - 0.6.0, 0.13.8, 0.15.8 - 0.15.17] or uninstalled
 │   │     └─Adapt [79e6a3ab] log:
 │   │       ├─possible versions are: 0.3.0 - 4.1.1 or uninstalled
 │   │       ├─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 1.0.0 - 4.1.1
 │   │       │ └─SciMLSensitivity [1ed8b502] log: see above
 │   │       ├─restricted by compatibility requirements with RecursiveArrayTools [731186ca] to versions: 3.4.0 - 4.1.1
 │   │       │ └─RecursiveArrayTools [731186ca] log: see above
 │   │       └─restricted by compatibility requirements with ArrayInterface [4fba245c] to versions: 4.0.0 - 4.1.1
 │   │         └─ArrayInterface [4fba245c] log: see above
 │   └─restricted by compatibility requirements with Setfield [efcf1570] to versions: 0.11.2 - 1.1.5 or uninstalled, leaving only versions: [0.11.2 - 0.13.1, 0.13.9 - 0.14.10, 1.0.0 - 1.0.3, 1.1.3 - 1.1.5] or uninstalled
 │     └─Setfield [efcf1570] log:
 │       ├─possible versions are: 0.2.0 - 1.1.1 or uninstalled
 │       ├─restricted by compatibility requirements with LinearSolve [7ed4a6bd] to versions: 0.7.0 - 1.1.1
 │       │ └─LinearSolve [7ed4a6bd] log: see above
 │       └─restricted by compatibility requirements with DiffEqBase [2b5f629d] to versions: 0.8.0 - 1.1.1
 │         └─DiffEqBase [2b5f629d] log: see above
 ├─restricted by compatibility requirements with StaticArrays [90137ffa] to versions: [0.3.4 - 0.4.37, 0.4.40 - 0.9.4] or uninstalled, leaving only versions: 0.3.19 - 0.4.12
 │ └─StaticArrays [90137ffa] log:
 │   ├─possible versions are: 0.8.0 - 1.9.8 or uninstalled
 │   ├─restricted by compatibility requirements with Enzyme [7da242da] to versions: 1.0.0 - 1.9.8 or uninstalled
 │   │ └─Enzyme [7da242da] log: see above
 │   ├─restricted by julia compatibility requirements to versions: [0.12.0 - 0.12.6, 1.5.0 - 1.9.8] or uninstalled, leaving only versions: 1.5.0 - 1.9.8 or uninstalled
 │   └─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 1.8.0 - 1.9.8
 │     └─SciMLSensitivity [1ed8b502] log: see above
 ├─restricted by compatibility requirements with Static [aedffcd0] to versions: [0.1.0 - 0.4.2, 0.4.42 - 0.9.4] or uninstalled, leaving only versions: 0.3.19 - 0.4.2
 │ └─Static [aedffcd0] log: see above
 ├─restricted by compatibility requirements with FillArrays [1a297f60] to versions: [0.1.0 - 0.3.55, 0.3.57 - 0.9.4] or uninstalled, leaving only versions: [0.3.19 - 0.3.55, 0.3.57 - 0.4.2]
 │ └─FillArrays [1a297f60] log:
 │   ├─possible versions are: 0.2.0 - 1.13.0 or uninstalled
 │   ├─restricted by julia compatibility requirements to versions: 0.13.8 - 1.13.0 or uninstalled
 │   └─restricted by compatibility requirements with Zygote [e88e6eb3] to versions: 0.8.0 - 1.13.0, leaving only versions: 0.13.8 - 1.13.0
 │     └─Zygote [e88e6eb3] log: see above
 ├─restricted by compatibility requirements with CheapThreads [b630d9fa] to versions: [0.1.0 - 0.3.32, 0.3.37 - 0.9.4] or uninstalled, leaving only versions: [0.3.19 - 0.3.32, 0.3.37 - 0.3.55, 0.3.57 - 0.4.2]
 │ └─CheapThreads [b630d9fa] log:
 │   ├─possible versions are: 0.1.0 - 0.2.5 or uninstalled
 │   ├─restricted by compatibility requirements with VectorizationBase [3d5dd08c] to versions: 0.2.4 - 0.2.5 or uninstalled
 │   │ └─VectorizationBase [3d5dd08c] log: see above
 │   └─restricted by compatibility requirements with Static [aedffcd0] to versions: 0.1.0 - 0.1.2 or uninstalled, leaving only versions: uninstalled
 │     └─Static [aedffcd0] log: see above
 ├─restricted by compatibility requirements with LazyArrays [5078a376] to versions: [0.1.0 - 0.3.49, 0.3.56 - 0.9.4] or uninstalled, leaving only versions: [0.3.19 - 0.3.32, 0.3.37 - 0.3.49, 0.3.57 - 0.4.2]
 │ └─LazyArrays [5078a376] log:
 │   ├─possible versions are: 0.0.1 - 2.2.1 or uninstalled
 │   ├─restricted by compatibility requirements with StaticArrays [90137ffa] to versions: [0.0.1 - 0.1.0, 0.19.3 - 2.2.1] or uninstalled
 │   │ └─StaticArrays [90137ffa] log: see above
 │   └─restricted by compatibility requirements with FillArrays [1a297f60] to versions: [0.0.1 - 0.1.0, 0.22.5 - 2.2.1] or uninstalled
 │     └─FillArrays [1a297f60] log: see above
 ├─restricted by compatibility requirements with Polyester [f517fe37] to versions: [0.1.0 - 0.3.36, 0.5.3 - 0.9.4] or uninstalled, leaving only versions: 0.3.19 - 0.3.32
 │ └─Polyester [f517fe37] log: see above
 └─restricted by compatibility requirements with MPI [da04e1cc] to versions: [0.1.0 - 0.2.6, 0.4.50 - 0.9.4] or uninstalled — no versions left
   └─MPI [da04e1cc] log:
     ├─possible versions are: 0.7.0 - 0.20.22 or uninstalled
     ├─restricted by compatibility requirements with Requires [ae029012] to versions: [0.7.0 - 0.9.0, 0.12.0 - 0.20.22] or uninstalled
     │ └─Requires [ae029012] log:
     │   ├─possible versions are: 0.5.0 - 1.3.0 or uninstalled
     │   └─restricted by compatibility requirements with Zygote [e88e6eb3] to versions: 1.1.0 - 1.3.0
     │     └─Zygote [e88e6eb3] log: see above
     ├─restricted by compatibility requirements with DocStringExtensions [ffbed154] to versions: [0.7.0 - 0.11.0, 0.20.0 - 0.20.22] or uninstalled, leaving only versions: [0.7.0 - 0.9.0, 0.20.0 - 0.20.22] or uninstalled
     │ └─DocStringExtensions [ffbed154] log:
     │   ├─possible versions are: 0.4.6 - 0.9.3 or uninstalled
     │   ├─restricted by compatibility requirements with Optimization [7f7a1694] to versions: 0.8.0 - 0.9.3
     │   │ └─Optimization [7f7a1694] log:
     │   │   ├─possible versions are: 3.5.0 - 4.0.5 or uninstalled
     │   │   ├─restricted to versions * by project [b4869454], leaving only versions: 3.5.0 - 4.0.5
     │   │   │ └─project [b4869454] log: see above
     │   │   ├─restricted by compatibility requirements with Enzyme [7da242da] to versions: [3.5.0 - 3.14.0, 3.24.0 - 4.0.5] or uninstalled, leaving only versions: [3.5.0 - 3.14.0, 3.24.0 - 4.0.5]
     │   │   │ └─Enzyme [7da242da] log: see above
     │   │   ├─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: 3.19.0 - 4.0.5 or uninstalled, leaving only versions: 3.24.0 - 4.0.5
     │   │   │ └─SciMLBase [0bca4576] log: see above
     │   │   └─restricted by compatibility requirements with OptimizationBase [bca83a33] to versions: [3.5.0 - 3.23.0, 4.0.0 - 4.0.5] or uninstalled, leaving only versions: 4.0.0 - 4.0.5
     │   │     └─OptimizationBase [bca83a33] log:
     │   │       ├─possible versions are: 0.0.1 - 2.4.0 or uninstalled
     │   │       ├─restricted by compatibility requirements with Enzyme [7da242da] to versions: 2.1.0 - 2.4.0 or uninstalled
     │   │       │ └─Enzyme [7da242da] log: see above
     │   │       └─restricted by compatibility requirements with Optimization [7f7a1694] to versions: 2.0.0 - 2.4.0, leaving only versions: 2.1.0 - 2.4.0
     │   │         └─Optimization [7f7a1694] log: see above
     │   └─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: 0.9.0 - 0.9.3
     │     └─SciMLBase [0bca4576] log: see above
     └─restricted by compatibility requirements with Compat [34da2185] to versions: 0.9.0 - 0.20.22 or uninstalled, leaving only versions: [0.9.0, 0.20.0 - 0.20.22] or uninstalled
       └─Compat [34da2185] log:
         ├─possible versions are: 1.0.0 - 4.16.0 or uninstalled
         ├─restricted by julia compatibility requirements to versions: 2.0.0 - 4.16.0 or uninstalled
         ├─restricted by compatibility requirements with ChainRulesCore [d360d2e6] to versions: 2.0.0 - 4.16.0
         │ └─ChainRulesCore [d360d2e6] log: see above
         ├─restricted by compatibility requirements with Optim [429524aa] to versions: 3.2.0 - 4.16.0
         │ └─Optim [429524aa] log:
         │   ├─possible versions are: 0.15.3 - 1.10.0 or uninstalled
         │   ├─restricted by compatibility requirements with OptimizationOptimJL [36348300] to versions: 1.0.0 - 1.10.0
         │   │ └─OptimizationOptimJL [36348300] log:
         │   │   ├─possible versions are: 0.1.1 - 0.4.1 or uninstalled
         │   │   └─restricted by compatibility requirements with Optimization [7f7a1694] to versions: 0.4.0 - 0.4.1 or uninstalled, leaving only versions: 0.4.0 - 0.4.1
         │   │     └─Optimization [7f7a1694] log: see above
         │   └─restricted by compatibility requirements with NaNMath [77ba4419] to versions: 1.6.2 - 1.10.0 or uninstalled, leaving only versions: 1.6.2 - 1.10.0
         │     └─NaNMath [77ba4419] log:
         │       ├─possible versions are: 0.3.2 - 1.0.2 or uninstalled
         │       └─restricted by compatibility requirements with Tracker [9f7883ad] to versions: 1.0.0 - 1.0.2
         │         └─Tracker [9f7883ad] log:
         │           ├─possible versions are: 0.1.0 - 0.2.37 or uninstalled
         │           ├─restricted by compatibility requirements with SciMLSensitivity [1ed8b502] to versions: 0.2.30 - 0.2.37
         │           │ └─SciMLSensitivity [1ed8b502] log: see above
         │           └─restricted by compatibility requirements with Adapt [79e6a3ab] to versions: 0.2.31 - 0.2.37 or uninstalled, leaving only versions: 0.2.31 - 0.2.37
         │             └─Adapt [79e6a3ab] log: see above
         └─restricted by compatibility requirements with ChainRules [082447d4] to versions: [3.46.0 - 3.47.0, 4.2.0 - 4.16.0]
           └─ChainRules [082447d4] log:
             ├─possible versions are: 0.0.1 - 1.72.0 or uninstalled
             ├─restricted by compatibility requirements with Zygote [e88e6eb3] to versions: 1.44.1 - 1.72.0
             │ └─Zygote [e88e6eb3] log: see above
             ├─restricted by compatibility requirements with SciMLBase [0bca4576] to versions: 1.58.0 - 1.72.0 or uninstalled, leaving only versions: 1.58.0 - 1.72.0
             │ └─SciMLBase [0bca4576] log: see above
             └─restricted by compatibility requirements with Adapt [79e6a3ab] to versions: [0.0.1 - 1.43.2, 1.60.0 - 1.72.0] or uninstalled, leaving only versions: 1.60.0 - 1.72.0
               └─Adapt [79e6a3ab] log: see above

Opened an issue with Trixi.jl:

Trixi forcing downgrades when using Enzyme.jl, Zygote.jl, SciMLsensitivity.jl · Issue #2157 · trixi-framework/Trixi.jl