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Description
Describe the bug π
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 π
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{β¦}, interp::Enzyme.Compiler.Interpreter.EnzymeInterpreter{β¦}, mod::LLVM.Module, primalf::LLVM.Function, TT::Type, mode::Enzyme.API.CDerivativeMode, width::Int64, parallel::Bool, actualRetType::Type, wrap::Bool, modifiedBetween::NTuple{β¦} where N, returnPrimal::Bool, expectedTapeType::Type, loweredArgs::Set{β¦}, boxedArgs::Set{β¦})
@ Enzyme.Compiler C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:2628
[3] compile_unhooked(output::Symbol, job::GPUCompiler.CompilerJob{β¦})
@ 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{β¦}, 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{β¦}, A::Type{β¦}, TT::Type, Mode::Enzyme.API.CDerivativeMode, width::Int64, ModifiedBetween::NTuple{β¦} where N, ReturnPrimal::Bool, ShadowInit::Bool, ABI::Type, ErrIfFuncWritten::Bool, RuntimeActivity::Bool, StrongZero::Bool, edges::Vector{β¦})
@ Enzyme.Compiler C:\Users\mabun\.julia\packages\Enzyme\X4pFp\src\compiler.jl:5997
[10] thunk_generator(world::UInt64, source::Union{β¦}, FA::Type, A::Type, TT::Type, Mode::Enzyme.API.CDerivativeMode, Width::Int64, ModifiedBetween::NTuple{β¦} 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{β¦}, ::Val{β¦}, ::Val{β¦}, ::Val{β¦}, ::Val{β¦}, ::Val{β¦}, ::typeof(*), ::Nothing, ::Float32, ::Base.RefValue{β¦}, ::CuArray{β¦}, ::Nothing, ::CuArray{β¦}, ::CuArray{β¦})
@ 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`
β
[052768ef] CUDA v5.8.2
β
[45b445bb] CUDSS v0.4.4
[7da242da] Enzyme v0.13.82
β [1037b233] ExaModels v0.9.1
[d4d017d3] ExponentialUtilities v1.27.0
[6a86dc24] FiniteDiff v2.28.1
β
[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
β [2621e9c9] MadNLP v0.8.7
β [d72a61cc] MadNLPGPU v0.7.7
[3b83494e] MadNLPMumps v0.5.1
β [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 β and β
have new versions available. Those with β may be upgradable, but those with β
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
β [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`
β
[052768ef] CUDA v5.8.2
β
[1af6417a] CUDA_Runtime_Discovery v0.3.5
β
[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
β
[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
β
[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
β [7c1d4256] DynamicPolynomials v0.6.3
[4e289a0a] EnumX v1.0.5
[7da242da] Enzyme v0.13.82
[f151be2c] EnzymeCore v0.8.14
β [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
β
[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
β [0c68f7d7] GPUArrays v11.2.3
[46192b85] GPUArraysCore v0.2.0
[61eb1bfa] GPUCompiler v1.6.2
β
[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
β
[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
β [2621e9c9] MadNLP v0.8.7
β [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
β [102ac46a] MultivariatePolynomials v0.5.9
[d8a4904e] MutableArithmetics v1.6.6
[a4795742] NLPModels v0.21.5
β [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
β
[aea7be01] PrecompileTools v1.2.1
[21216c6a] Preferences v1.5.0
β
[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
β
[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
β
[4ee394cb] CUDA_Driver_jll v0.13.1+0
β
[76a88914] CUDA_Runtime_jll v0.17.1+0
β
[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
β
[319450e9] SPRAL_jll v2025.5.20+0
β
[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 β and β
have new versions available. Those with β may be upgradable, but those with β
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 = 1Additional context
Add any other context about the problem here.