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Error when using AutoDiff on GPUΒ #1281

@mabuni1998

Description

@mabuni1998

Describe the bug 🐞

Not sure if this is the appropriate repository to post at, but when I try to get a gradient using Zygote and the ODE is solved on GPU I just get an error message. If I run the same code without having the ODE solved on GPU I get a gradient and no errors.

Expected behavior

That zygote returns a gradient.

Minimal Reproducible Example πŸ‘‡

using OrdinaryDiffEq
using Zygote
using SciMLSensitivity
using CUDA

#Random matrix for dynamics
M = cu(rand(2,2))
function du(du, u, p, t)
    du .= sum(p) * M * u
end
#Initial state
u0 = cu(rand(2))
#Define problem (unsure if I need to by consistent with type of intial and final time)
prob = ODEProblem(du, u0, (Float32(0.0), Float32(1.0)))
#Simple function where we want gradient
function test_func(p)
    out = solve(prob, RK4(), p = cu(p), sensealg = BacksolveAdjoint(autojacvec = EnzymeVJP()))
    return sum(abs2, out.u[end])
end
Nt=2
#Test that function works
test_func(zeros(Nt))
#Try to get gradient
Zygote.gradient(test_func, zeros(Float32,Nt))

Error & Stacktrace ⚠️

Initializing z0Float32[0.0, 0.0, 0.0, 0.0]
ERROR: LLVM error: Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i32, i64, i64, i64, i64, float*, i64, float*, i64, i64, float*, i64)* @cublasSgemm_v2_64
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i32, i64, i64, i64, i64, float*, i64, float*, i64, i64, float*, i64)* @cublasSgemm_v2_64
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i32, i32, i32, i32, i64, float*, i32, float*, i32, i64, float*, i32)* @cublasSgemm_v2
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i32, i32, i32, i32, i64, float*, i32, float*, i32, i64, float*, i32)* @cublasSgemm_v2
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i32, i32, i64, float*, i32, float*, i32, i64, float*, i32)* @cublasSgemv_v2
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i32, i32, i64, float*, i32, float*, i32, i64, float*, i32)* @cublasSgemv_v2
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i64, i64, i64, float*, i64, float*, i64, i64, float*, i64)* @cublasSgemv_v2_64
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i64, i64, i64, float*, i64, float*, i64, i64, float*, i64)* @cublasSgemv_v2_64
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i64, float*, i32)* @cublasSscal_v2
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i64, i64, float*, i64)* @cublasSscal_v2_64
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i64, i64, float*, i64, float*, i64, i64, float*, i64)* @cublasSsymv_v2_64
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i64, i64, float*, i64, float*, i64, i64, float*, i64)* @cublasSsymv_v2_64
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i32, i64, float*, i32, float*, i32, i64, float*, i32)* @cublasSsymv_v2
Attribute 'nocapture' applied to incompatible type!
i32 (i64, i32, i32, i64, float*, i32, float*, i32, i64, float*, i32)* @cublasSsymv_v2

Stacktrace:
  [1] verify(mod::LLVM.Module)
    @ LLVM C:\Users\mabun\.julia\packages\LLVM\UFrs4\src\analysis.jl:19
  [2] enzyme!(job::GPUCompiler.CompilerJob{…}, interp::Enzyme.Compiler.Interpreter.EnzymeInterpreter{…}, mod::LLVM.Module, primalf::LLVM.Function, TT::Type, mode::Enzyme.API.CDerivativeMode, width::Int64, parallel::Bool, actualRetType::Type, wrap::Bool, modifiedBetween::NTuple{…} where N, returnPrimal::Bool, expectedTapeType::Type, loweredArgs::Set{…}, boxedArgs::Set{…})
    @ Enzyme.Compiler C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:2628
  [3] compile_unhooked(output::Symbol, job::GPUCompiler.CompilerJob{…})
    @ Enzyme.Compiler C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:4972
  [4] compile(target::Symbol, job::GPUCompiler.CompilerJob; kwargs::@Kwargs{})
    @ GPUCompiler C:\Users\mabun\.julia\packages\GPUCompiler\bTNLD\src\driver.jl:67
  [5] compile
    @ C:\Users\mabun\.julia\packages\GPUCompiler\bTNLD\src\driver.jl:55 [inlined]
  [6] _thunk(job::GPUCompiler.CompilerJob{…}, postopt::Bool)
    @ Enzyme.Compiler C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:5826
  [7] _thunk
    @ C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:5824 [inlined]
  [8] cached_compilation
    @ C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:5881 [inlined]
  [9] thunkbase(mi::Core.MethodInstance, World::UInt64, FA::Type{…}, A::Type{…}, TT::Type, Mode::Enzyme.API.CDerivativeMode, width::Int64, ModifiedBetween::NTuple{…} where N, ReturnPrimal::Bool, ShadowInit::Bool, ABI::Type, ErrIfFuncWritten::Bool, RuntimeActivity::Bool, StrongZero::Bool, edges::Vector{…})
    @ Enzyme.Compiler C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:5997
 [10] thunk_generator(world::UInt64, source::Union{…}, FA::Type, A::Type, TT::Type, Mode::Enzyme.API.CDerivativeMode, Width::Int64, ModifiedBetween::NTuple{…} where N, ReturnPrimal::Bool, ShadowInit::Bool, ABI::Type, ErrIfFuncWritten::Bool, RuntimeActivity::Bool, StrongZero::Bool, self::Any, fakeworld::Any, fa::Type, a::Type, tt::Type, mode::Type, width::Type, modifiedbetween::Type, returnprimal::Type, shadowinit::Type, abi::Type, erriffuncwritten::Type, runtimeactivity::Type, strongzero::Type)
    @ Enzyme.Compiler C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:6192
 [11] macro expansion
    @ C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\rules\jitrules.jl:464 [inlined]
 [12] runtime_generic_augfwd(::Type{…}, ::Val{…}, ::Val{…}, ::Val{…}, ::Val{…}, ::Val{…}, ::typeof(*), ::Nothing, ::Float32, ::Base.RefValue{…}, ::CuArray{…}, ::Nothing, ::CuArray{…}, ::CuArray{…})
    @ Enzyme.Compiler C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\rules\jitrules.jl:574
 [13] du
    @ c:\Users\mabun\OneDrive - Danmarks Tekniske Universitet\Projects\QuantumOptimalControl\scripts\gradient_cuda_QT.jl:48
Some type information was truncated. Use `show(err)` to see complete types.

Environment (please complete the following information):

  • Output of using Pkg; Pkg.status()
julia> using Pkg; Pkg.status()
Status `C:\Users\mabun\OneDrive - Danmarks Tekniske Universitet\Projects\QuantumOptimalControl\scripts\Project.toml`
  [54578032] ADNLPModels v0.8.13
  [5dcf52e5] Altro v0.5.0 `Altro.jl`
  [6e4b80f9] BenchmarkTools v1.6.0
  [32681960] CTParser v0.6.3 `CTParser.jl`
βŒ… [052768ef] CUDA v5.8.2
βŒ… [45b445bb] CUDSS v0.4.4
  [7da242da] Enzyme v0.13.82
βŒƒ [1037b233] ExaModels v0.9.1
  [d4d017d3] ExponentialUtilities v1.27.0
  [6a86dc24] FiniteDiff v2.28.1
βŒ… [f6369f11] ForwardDiff v0.10.39
  [20393b10] InfiniteOpt v0.5.9
  [b6b21f68] Ipopt v1.11.0
  [033835bb] JLD2 v0.6.2
  [63c18a36] KernelAbstractions v0.9.38
βŒƒ [2621e9c9] MadNLP v0.8.7
βŒƒ [d72a61cc] MadNLPGPU v0.7.7
  [3b83494e] MadNLPMumps v0.5.1
βŒƒ [f4238b75] NLPModelsIpopt v0.10.4
  [1dea7af3] OrdinaryDiffEq v6.102.1
  [d330b81b] PyPlot v2.11.6
  [4f57444f] QuantumOpticsBase v0.5.9
  [6c2fb7c5] QuantumToolbox v0.35.0
  [0bca4576] SciMLBase v2.120.0
  [1ed8b502] SciMLSensitivity v7.89.0
  [53ae85a6] SciMLStructures v1.7.0
  [90137ffa] StaticArrays v1.9.15
  [2efcf032] SymbolicIndexingInterface v0.3.44
  [0c5d862f] Symbolics v6.55.0
  [c79d492b] TrajectoryOptimization v0.7.1 `TrajectoryOptimization.jl`
  [e88e6eb3] Zygote v0.7.10
  [37e2e46d] LinearAlgebra v1.11.0
Info Packages marked with βŒƒ and βŒ… have new versions available. Those with βŒƒ may be upgradable, but those with βŒ… are restricted by compatibility constraints from upgrading. To see why use `status --outdated`
  • Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
julia> using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
Status `C:\Users\mabun\OneDrive - Danmarks Tekniske Universitet\Projects\QuantumOptimalControl\scripts\Manifest.toml`
  [54578032] ADNLPModels v0.8.13
  [47edcb42] ADTypes v1.18.0
  [14f7f29c] AMD v0.5.3
  [621f4979] AbstractFFTs v1.5.0
  [1520ce14] AbstractTrees v0.4.5
  [7d9f7c33] Accessors v0.1.42
  [79e6a3ab] Adapt v4.4.0
  [66dad0bd] AliasTables v1.1.3
  [5dcf52e5] Altro v0.5.0 `Altro.jl`
  [ec485272] ArnoldiMethod v0.4.0
  [4fba245c] ArrayInterface v7.20.0
  [4c555306] ArrayLayouts v1.11.2
  [a9b6321e] Atomix v1.1.2
βŒƒ [13072b0f] AxisAlgorithms v1.0.1
  [ab4f0b2a] BFloat16s v0.5.1
  [6e4b80f9] BenchmarkTools v1.6.0
  [e2ed5e7c] Bijections v0.2.2
  [62783981] BitTwiddlingConvenienceFunctions v0.1.6
  [70df07ce] BracketingNonlinearSolve v1.4.0
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.7
  [54762871] CTBase v0.16.4
  [32681960] CTParser v0.6.3 `CTParser.jl`
βŒ… [052768ef] CUDA v5.8.2
βŒ… [1af6417a] CUDA_Runtime_Discovery v0.3.5
βŒ… [45b445bb] CUDSS v0.4.4
  [a8cc9031] CUSOLVERRF v0.2.6
  [7057c7e9] Cassette v0.3.14
  [082447d4] ChainRules v1.72.5
  [d360d2e6] ChainRulesCore v1.26.0
  [0b6fb165] ChunkCodecCore v1.0.0
  [4c0bbee4] ChunkCodecLibZlib v1.0.0
  [55437552] ChunkCodecLibZstd v1.0.0
  [fb6a15b2] CloseOpenIntervals v0.1.13
  [523fee87] CodecBzip2 v0.8.5
  [944b1d66] CodecZlib v0.7.8
  [3da002f7] ColorTypes v0.12.1
  [5ae59095] Colors v0.13.1
βŒ… [861a8166] Combinatorics v1.0.2
  [38540f10] CommonSolve v0.2.4
  [bbf7d656] CommonSubexpressions v0.3.1
  [f70d9fcc] CommonWorldInvalidations v1.0.0
  [34da2185] Compat v4.18.0
  [b152e2b5] CompositeTypes v0.1.4
  [a33af91c] CompositionsBase v0.1.2
  [2569d6c7] ConcreteStructs v0.2.3
  [8f4d0f93] Conda v1.10.2
  [187b0558] ConstructionBase v1.6.0
  [adafc99b] CpuId v0.3.1
  [a8cc5b0e] Crayons v4.1.1
  [9a962f9c] DataAPI v1.16.0
  [a93c6f00] DataFrames v1.8.0
βŒ… [864edb3b] DataStructures v0.18.22
  [e2d170a0] DataValueInterfaces v1.0.0
  [2b5f629d] DiffEqBase v6.190.2
  [459566f4] DiffEqCallbacks v4.9.0
  [77a26b50] DiffEqNoiseProcess v5.24.1
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [a0c0ee7d] DifferentiationInterface v0.7.7
  [b4f34e82] Distances v0.10.12
  [31c24e10] Distributions v0.25.120
  [ffbed154] DocStringExtensions v0.9.5
  [5b8099bc] DomainSets v0.7.16
βŒƒ [7c1d4256] DynamicPolynomials v0.6.3
  [4e289a0a] EnumX v1.0.5
  [7da242da] Enzyme v0.13.82
  [f151be2c] EnzymeCore v0.8.14
βŒƒ [1037b233] ExaModels v0.9.1
  [d4d017d3] ExponentialUtilities v1.27.0
  [e2ba6199] ExprTools v0.1.10
  [55351af7] ExproniconLite v0.10.14
  [7a1cc6ca] FFTW v1.10.0
  [7034ab61] FastBroadcast v0.3.5
  [9aa1b823] FastClosures v0.3.2
  [7868e603] FastExpm v1.1.0
  [442a2c76] FastGaussQuadrature v1.0.2
  [a4df4552] FastPower v1.1.3
  [5789e2e9] FileIO v1.17.0
  [1a297f60] FillArrays v1.14.0
  [6a86dc24] FiniteDiff v2.28.1
  [53c48c17] FixedPointNumbers v0.8.5
  [1fa38f19] Format v1.3.7
  [59287772] Formatting v0.4.3
βŒ… [f6369f11] ForwardDiff v0.10.39
  [f62d2435] FunctionProperties v0.1.2
  [069b7b12] FunctionWrappers v1.1.3
  [77dc65aa] FunctionWrappersWrappers v0.1.3
  [d9f16b24] Functors v0.5.2
βŒƒ [0c68f7d7] GPUArrays v11.2.3
  [46192b85] GPUArraysCore v0.2.0
  [61eb1bfa] GPUCompiler v1.6.2
βŒ… [096a3bc2] GPUToolbox v0.2.0
  [c145ed77] GenericSchur v0.5.5
  [86223c79] Graphs v1.13.1
  [076d061b] HashArrayMappedTries v0.2.0
  [3e5b6fbb] HostCPUFeatures v0.1.17
  [34004b35] HypergeometricFunctions v0.3.28
  [7869d1d1] IRTools v0.4.15
  [615f187c] IfElse v0.1.1
  [40713840] IncompleteLU v0.2.1
  [20393b10] InfiniteOpt v0.5.9
  [d25df0c9] Inflate v0.1.5
  [842dd82b] InlineStrings v1.4.5
  [18e54dd8] IntegerMathUtils v0.1.3
βŒ… [a98d9a8b] Interpolations v0.13.6
  [8197267c] IntervalSets v0.7.11
  [3587e190] InverseFunctions v0.1.17
  [41ab1584] InvertedIndices v1.3.1
  [b6b21f68] Ipopt v1.11.0
  [92d709cd] IrrationalConstants v0.2.4
  [82899510] IteratorInterfaceExtensions v1.0.0
  [033835bb] JLD2 v0.6.2
  [692b3bcd] JLLWrappers v1.7.1
  [682c06a0] JSON v0.21.4
  [0f8b85d8] JSON3 v1.14.3
  [ae98c720] Jieko v0.2.1
  [4076af6c] JuMP v1.29.1
  [ccbc3e58] JumpProcesses v9.19.1
  [ef3ab10e] KLU v0.6.0
  [63c18a36] KernelAbstractions v0.9.38
  [ba0b0d4f] Krylov v0.10.2
  [40e66cde] LDLFactorizations v0.10.1
  [929cbde3] LLVM v9.4.2
  [8b046642] LLVMLoopInfo v1.0.0
  [8ac3fa9e] LRUCache v1.6.2
  [b964fa9f] LaTeXStrings v1.4.0
  [23fbe1c1] Latexify v0.16.10
  [10f19ff3] LayoutPointers v0.1.17
  [5078a376] LazyArrays v2.6.3
  [1d6d02ad] LeftChildRightSiblingTrees v0.2.1
  [2d8b4e74] LevyArea v1.0.0
  [87fe0de2] LineSearch v0.1.4
  [d3d80556] LineSearches v7.4.0
  [5c8ed15e] LinearOperators v2.11.0
  [7ed4a6bd] LinearSolve v3.40.2
  [2ab3a3ac] LogExpFunctions v0.3.29
  [bdcacae8] LoopVectorization v0.12.172
  [d8e11817] MLStyle v0.4.17
  [1914dd2f] MacroTools v0.5.16
βŒƒ [2621e9c9] MadNLP v0.8.7
βŒƒ [d72a61cc] MadNLPGPU v0.7.7
  [3b83494e] MadNLPMumps v0.5.1
  [d125e4d3] ManualMemory v0.1.8
  [b8f27783] MathOptInterface v1.45.0
  [bb5d69b7] MaybeInplace v0.1.4
  [2679e427] Metis v1.5.0
  [e1d29d7a] Missings v1.2.0
  [2e0e35c7] Moshi v0.3.7
  [46d2c3a1] MuladdMacro v0.2.4
βŒƒ [102ac46a] MultivariatePolynomials v0.5.9
  [d8a4904e] MutableArithmetics v1.6.6
  [a4795742] NLPModels v0.21.5
βŒƒ [f4238b75] NLPModelsIpopt v0.10.4
  [d41bc354] NLSolversBase v7.10.0
  [2774e3e8] NLsolve v4.5.1
  [872c559c] NNlib v0.9.31
  [5da4648a] NVTX v1.0.1
  [77ba4419] NaNMath v1.1.3
  [8913a72c] NonlinearSolve v4.11.0
  [be0214bd] NonlinearSolveBase v1.16.1
  [5959db7a] NonlinearSolveFirstOrder v1.8.0
  [9a2c21bd] NonlinearSolveQuasiNewton v1.9.0
  [26075421] NonlinearSolveSpectralMethods v1.4.0
  [d8793406] ObjectFile v0.5.0
  [6fd5a793] Octavian v0.3.29
  [6fe1bfb0] OffsetArrays v1.17.0
  [429524aa] Optim v1.13.2
  [3bd65402] Optimisers v0.4.6
  [bac558e1] OrderedCollections v1.8.1
  [1dea7af3] OrdinaryDiffEq v6.102.1
  [89bda076] OrdinaryDiffEqAdamsBashforthMoulton v1.5.0
  [6ad6398a] OrdinaryDiffEqBDF v1.10.1
  [bbf590c4] OrdinaryDiffEqCore v1.34.0
  [50262376] OrdinaryDiffEqDefault v1.8.0
  [4302a76b] OrdinaryDiffEqDifferentiation v1.16.1
  [9286f039] OrdinaryDiffEqExplicitRK v1.4.0
  [e0540318] OrdinaryDiffEqExponentialRK v1.8.0
  [becaefa8] OrdinaryDiffEqExtrapolation v1.9.0
  [5960d6e9] OrdinaryDiffEqFIRK v1.16.0
  [101fe9f7] OrdinaryDiffEqFeagin v1.4.0
  [d3585ca7] OrdinaryDiffEqFunctionMap v1.5.0
  [d28bc4f8] OrdinaryDiffEqHighOrderRK v1.5.0
  [9f002381] OrdinaryDiffEqIMEXMultistep v1.7.0
  [521117fe] OrdinaryDiffEqLinear v1.6.0
  [1344f307] OrdinaryDiffEqLowOrderRK v1.6.0
  [b0944070] OrdinaryDiffEqLowStorageRK v1.7.0
  [127b3ac7] OrdinaryDiffEqNonlinearSolve v1.14.1
  [c9986a66] OrdinaryDiffEqNordsieck v1.4.0
  [5dd0a6cf] OrdinaryDiffEqPDIRK v1.6.0
  [5b33eab2] OrdinaryDiffEqPRK v1.4.0
  [04162be5] OrdinaryDiffEqQPRK v1.4.0
  [af6ede74] OrdinaryDiffEqRKN v1.5.0
  [43230ef6] OrdinaryDiffEqRosenbrock v1.18.1
  [2d112036] OrdinaryDiffEqSDIRK v1.7.0
  [669c94d9] OrdinaryDiffEqSSPRK v1.7.0
  [e3e12d00] OrdinaryDiffEqStabilizedIRK v1.6.0
  [358294b1] OrdinaryDiffEqStabilizedRK v1.4.0
  [fa646aed] OrdinaryDiffEqSymplecticRK v1.7.0
  [b1df2697] OrdinaryDiffEqTsit5 v1.5.0
  [79d7bb75] OrdinaryDiffEqVerner v1.6.0
  [90014a1f] PDMats v0.11.35
  [65ce6f38] PackageExtensionCompat v1.0.2
  [d96e819e] Parameters v0.12.3
  [69de0a69] Parsers v2.8.3
  [e409e4f3] PoissonRandom v0.4.6
  [f517fe37] Polyester v0.7.18
  [1d0040c9] PolyesterWeave v0.2.2
  [2dfb63ee] PooledArrays v1.4.3
  [85a6dd25] PositiveFactorizations v0.2.4
  [d236fae5] PreallocationTools v0.4.34
βŒ… [aea7be01] PrecompileTools v1.2.1
  [21216c6a] Preferences v1.5.0
βŒ… [08abe8d2] PrettyTables v2.4.0
  [27ebfcd6] Primes v0.5.7
  [43287f4e] PtrArrays v1.3.0
  [438e738f] PyCall v1.96.4
  [d330b81b] PyPlot v2.11.6
  [1fd47b50] QuadGK v2.11.2
  [5717a53b] QuantumInterface v0.4.1
  [4f57444f] QuantumOpticsBase v0.5.9
  [6c2fb7c5] QuantumToolbox v0.35.0
  [94ee1d12] Quaternions v0.7.6
  [74087812] Random123 v1.7.1
  [e6cf234a] RandomNumbers v1.6.0
  [c84ed2f1] Ratios v0.4.5
  [c1ae055f] RealDot v0.1.0
  [3cdcf5f2] RecipesBase v1.3.4
  [731186ca] RecursiveArrayTools v3.37.1
  [189a3867] Reexport v1.2.2
  [ae029012] Requires v1.3.1
  [ae5879a3] ResettableStacks v1.1.1
  [37e2e3b7] ReverseDiff v1.16.1
  [79098fc4] Rmath v0.8.0
  [38ceca67] RobotDynamics v0.4.8
  [74be38bb] RobotZoo v0.3.1
  [6038ab10] Rotations v1.7.1
  [7e49a35a] RuntimeGeneratedFunctions v0.5.15
  [94e857df] SIMDTypes v0.1.0
  [476501e8] SLEEFPirates v0.6.43
  [0bca4576] SciMLBase v2.120.0
  [19f34311] SciMLJacobianOperators v0.1.11
  [c0aeaf25] SciMLOperators v1.7.2
  [431bcebd] SciMLPublic v1.0.0
  [1ed8b502] SciMLSensitivity v7.89.0
  [53ae85a6] SciMLStructures v1.7.0
  [7e506255] ScopedValues v1.5.0
  [6c6a2e73] Scratch v1.3.0
  [91c51154] SentinelArrays v1.4.8
  [efcf1570] Setfield v1.1.2
  [727e6d20] SimpleNonlinearSolve v2.8.0
  [699a6c99] SimpleTraits v0.9.5
  [ce78b400] SimpleUnPack v1.1.0
  [ff4d7338] SolverCore v0.3.8
  [c2e08473] SolverLogging v0.2.0
  [a2af1166] SortingAlgorithms v1.2.2
  [9f842d2f] SparseConnectivityTracer v1.1.0
  [dc90abb0] SparseInverseSubset v0.1.2
  [0a514795] SparseMatrixColorings v0.4.21
  [276daf66] SpecialFunctions v2.5.1
  [aedffcd0] Static v1.3.0
  [0d7ed370] StaticArrayInterface v1.8.0
  [90137ffa] StaticArrays v1.9.15
  [1e83bf80] StaticArraysCore v1.4.3
  [10745b16] Statistics v1.11.1
  [82ae8749] StatsAPI v1.7.1
  [2913bbd2] StatsBase v0.34.6
  [4c63d2b9] StatsFuns v1.5.0
  [789caeaf] StochasticDiffEq v6.82.0
  [7792a7ef] StrideArraysCore v0.5.8
  [5e0ebb24] Strided v2.3.2
  [4db3bf67] StridedViews v0.4.1
  [892a3eda] StringManipulation v0.4.1
  [09ab397b] StructArrays v0.7.1
  [53d494c1] StructIO v0.3.1
  [856f2bd8] StructTypes v1.11.0
  [2efcf032] SymbolicIndexingInterface v0.3.44
  [19f23fe9] SymbolicLimits v0.2.3
  [d1185830] SymbolicUtils v3.32.0
  [0c5d862f] Symbolics v6.55.0
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.12.1
  [ed4db957] TaskLocalValues v0.1.3
  [8ea1fca8] TermInterface v2.0.0
  [8290d209] ThreadingUtilities v0.5.5
  [a759f4b9] TimerOutputs v0.5.29
  [9f7883ad] Tracker v0.2.38
  [e689c965] Tracy v0.1.6
  [c79d492b] TrajectoryOptimization v0.7.1 `TrajectoryOptimization.jl`
  [3bb67fe8] TranscodingStreams v0.11.3
  [781d530d] TruncatedStacktraces v1.4.0
  [9d95972d] TupleTools v1.6.0
  [3a884ed6] UnPack v1.0.2
  [a7c27f48] Unityper v0.1.6
  [c4a57d5a] UnsafeArrays v1.0.8
  [013be700] UnsafeAtomics v0.3.0
  [3d5dd08c] VectorizationBase v0.21.72
  [81def892] VersionParsing v1.3.0
βŒ… [efce3f68] WoodburyMatrices v0.5.6
  [e88e6eb3] Zygote v0.7.10
  [700de1a5] ZygoteRules v0.2.7
  [ae81ac8f] ASL_jll v0.1.3+0
  [6e34b625] Bzip2_jll v1.0.9+0
βŒ… [4ee394cb] CUDA_Driver_jll v0.13.1+0
βŒ… [76a88914] CUDA_Runtime_jll v0.17.1+0
βŒ… [4889d778] CUDSS_jll v0.4.0+0
  [7cc45869] Enzyme_jll v0.0.201+0
  [f5851436] FFTW_jll v3.3.11+0
  [61579ee1] Ghostscript_jll v9.55.1+0
  [e33a78d0] Hwloc_jll v2.12.2+0
  [1d5cc7b8] IntelOpenMP_jll v2025.2.0+0
  [9cc047cb] Ipopt_jll v300.1400.1900+0
  [aacddb02] JpegTurbo_jll v3.1.3+0
  [9c1d0b0a] JuliaNVTXCallbacks_jll v0.2.1+0
  [dad2f222] LLVMExtra_jll v0.0.37+2
  [ad6e5548] LibTracyClient_jll v0.9.1+6
  [94ce4f54] Libiconv_jll v1.18.0+0
  [d00139f3] METIS_jll v5.1.3+0
  [856f044c] MKL_jll v2025.2.0+0
  [d7ed1dd3] MUMPS_seq_jll v500.800.100+0
  [e98f9f5b] NVTX_jll v3.2.2+0
  [656ef2d0] OpenBLAS32_jll v0.3.29+0
  [efe28fd5] OpenSpecFun_jll v0.5.6+0
  [9ae34a36] QDLDL_jll v0.1.5+0
  [f50d1b31] Rmath_jll v0.5.1+0
βŒ… [319450e9] SPRAL_jll v2025.5.20+0
βŒ… [02c8fc9c] XML2_jll v2.13.9+0
  [a65dc6b1] Xorg_libpciaccess_jll v0.18.1+0
  [3161d3a3] Zstd_jll v1.5.7+1
  [1e29f10c] demumble_jll v1.3.0+0
  [1317d2d5] oneTBB_jll v2022.0.0+0
  [0dad84c5] ArgTools v1.1.2
  [56f22d72] Artifacts v1.11.0
  [2a0f44e3] Base64 v1.11.0
  [ade2ca70] Dates v1.11.0
  [8ba89e20] Distributed v1.11.0
  [f43a241f] Downloads v1.6.0
  [7b1f6079] FileWatching v1.11.0
  [9fa8497b] Future v1.11.0
  [b77e0a4c] InteractiveUtils v1.11.0
  [4af54fe1] LazyArtifacts v1.11.0
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2 v1.11.0
  [8f399da3] Libdl v1.11.0
  [37e2e46d] LinearAlgebra v1.11.0
  [56ddb016] Logging v1.11.0
  [d6f4376e] Markdown v1.11.0
  [a63ad114] Mmap v1.11.0
  [ca575930] NetworkOptions v1.2.0
  [44cfe95a] Pkg v1.11.0
  [de0858da] Printf v1.11.0
  [9abbd945] Profile v1.11.0
  [9a3f8284] Random v1.11.0
  [ea8e919c] SHA v0.7.0
  [9e88b42a] Serialization v1.11.0
  [1a1011a3] SharedArrays v1.11.0
  [6462fe0b] Sockets v1.11.0
  [2f01184e] SparseArrays v1.11.0
  [4607b0f0] SuiteSparse
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test v1.11.0
  [cf7118a7] UUIDs v1.11.0
  [4ec0a83e] Unicode v1.11.0
  [e66e0078] CompilerSupportLibraries_jll v1.1.1+0
  [deac9b47] LibCURL_jll v8.6.0+0
  [e37daf67] LibGit2_jll v1.7.2+0
  [29816b5a] LibSSH2_jll v1.11.0+1
  [c8ffd9c3] MbedTLS_jll v2.28.6+0
  [14a3606d] MozillaCACerts_jll v2023.12.12
  [4536629a] OpenBLAS_jll v0.3.27+1
  [05823500] OpenLibm_jll v0.8.1+4
  [bea87d4a] SuiteSparse_jll v7.7.0+0
  [83775a58] Zlib_jll v1.2.13+1
  [8e850b90] libblastrampoline_jll v5.11.0+0
  [8e850ede] nghttp2_jll v1.59.0+0
  [3f19e933] p7zip_jll v17.4.0+2
Info Packages marked with βŒƒ and βŒ… have new versions available. Those with βŒƒ may be upgradable, but those with βŒ… are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m`
  • Output of versioninfo()
Julia Version 1.11.5
Commit 760b2e5b73 (2025-04-14 06:53 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Windows (x86_64-w64-mingw32)
  CPU: 12 Γ— AMD Ryzen 5 3600 6-Core Processor
  WORD_SIZE: 64
  LLVM: libLLVM-16.0.6 (ORCJIT, znver2)
Threads: 1 default, 0 interactive, 1 GC (on 12 virtual cores)
Environment:
  JULIA_EDITOR = code
  JULIA_VSCODE_REPL = 1

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