I am seeing repeated errors when running test CUDA as show below.
Is this a significant issue and if so, is there a fix?
Here is my configuration:
ulia> CUDA.versioninfo()
CUDA runtime 12.6, artifact installation
CUDA driver 12.7
NVIDIA driver 565.77.0
CUDA libraries:
- CUBLAS: 12.6.4
- CURAND: 10.3.7
- CUFFT: 11.3.0
- CUSOLVER: 11.7.1
- CUSPARSE: 12.5.4
- CUPTI: 2024.3.2 (API 24.0.0)
- NVML: 12.0.0+565.77
Julia packages:
- CUDA: 5.6.1
- CUDA_Driver_jll: 0.10.4+0
- CUDA_Runtime_jll: 0.15.5+0
Toolchain:
- Julia: 1.11.3
- LLVM: 16.0.6
1 device:
0: NVIDIA GeForce RTX 3090 (sm_86, 21.862 GiB / 24.000 GiB available)
Here is the repeated error:
Error in testset libraries/cusparse/interfaces:
Error During Test at /home/jgf/.julia/packages/CUDA/1kIOw/test/libraries/cusparse/interfaces.jl:482
Got exception outside of a @test
Scalar indexing is disallowed.
Invocation of getindex resulted in scalar indexing of a GPU array.
This is typically caused by calling an iterating implementation of a method.
Such implementations do not execute on the GPU, but very slowly on the CPU,
and therefore should be avoided.
If you want to allow scalar iteration, use allowscalar or @allowscalar
to enable scalar iteration globally or for the operations in question.
Stacktrace:
[1] error(s::String)
@ Base ./error.jl:35
[2] errorscalar(op::String)
@ GPUArraysCore ~/.julia/packages/GPUArraysCore/aNaXo/src/GPUArraysCore.jl:151
[3] _assertscalar(op::String, behavior::GPUArraysCore.ScalarIndexing)
@ GPUArraysCore ~/.julia/packages/GPUArraysCore/aNaXo/src/GPUArraysCore.jl:124
[4] assertscalar(op::String)
@ GPUArraysCore ~/.julia/packages/GPUArraysCore/aNaXo/src/GPUArraysCore.jl:112
[5] getindex(A::CuArray{Int32, 1, CUDA.DeviceMemory}, I::Int64)
@ GPUArrays ~/.julia/packages/GPUArrays/uiVyU/src/host/indexing.jl:50
[6] getindex(A::CuSparseMatrixCSR{ComplexF64, Int32}, i0::Int64, i1::Int64)
@ CUDA.CUSPARSE ~/.julia/packages/CUDA/1kIOw/lib/cusparse/array.jl:398
[7] getindex
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/LinearAlgebra/src/adjtrans.jl:334 [inlined]
[8] getindex
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/LinearAlgebra/src/triangular.jl:280 [inlined]
[9] getindex
@ ./subarray.jl:320 [inlined]
[10] iterate
@ ./abstractarray.jl:1209 [inlined]
[11] iterate
@ ./abstractarray.jl:1207 [inlined]
[12] _all(f::typeof(iszero), itr::SubArray{ComplexF64, 1, UnitLowerTriangular{ComplexF64, Adjoint{ComplexF64, CuSparseMatrixCSR{ComplexF64, Int32}}}, Tuple{UnitRange{Int64}, Int64}, false}, ::Colon)
@ Base ./reduce.jl:1309
[13] all
@ ./reducedim.jl:995 [inlined]
[14] _istriu
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/LinearAlgebra/src/generic.jl:1317 [inlined]
[15] istriu
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/LinearAlgebra/src/generic.jl:1310 [inlined]
[16] istriu
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/LinearAlgebra/src/generic.jl:1309 [inlined]
[17] ldiv!(A::UnitLowerTriangular{ComplexF64, Adjoint{ComplexF64, CuSparseMatrixCSR{ComplexF64, Int32}}}, B::Transpose{ComplexF64, CuArray{ComplexF64, 2, CUDA.DeviceMemory}})
@ LinearAlgebra ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/LinearAlgebra/src/triangular.jl:972
[18] macro expansion
@ ~/.julia/packages/CUDA/1kIOw/test/libraries/cusparse/interfaces.jl:493 [inlined]
[19] macro expansion
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/Test/src/Test.jl:1793 [inlined]
[20] macro expansion
@ ~/.julia/packages/CUDA/1kIOw/test/libraries/cusparse/interfaces.jl:482 [inlined]
[21] macro expansion
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/Test/src/Test.jl:1793 [inlined]
[22] macro expansion
@ ~/.julia/packages/CUDA/1kIOw/test/libraries/cusparse/interfaces.jl:481 [inlined]
[23] macro expansion
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/Test/src/Test.jl:1793 [inlined]
[24] macro expansion
@ ~/.julia/packages/CUDA/1kIOw/test/libraries/cusparse/interfaces.jl:480 [inlined]
[25] macro expansion
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/Test/src/Test.jl:1704 [inlined]
[26] top-level scope
@ ~/.julia/packages/CUDA/1kIOw/test/libraries/cusparse/interfaces.jl:7
[27] include
@ ./sysimg.jl:38 [inlined]
[28] #11
@ ~/.julia/packages/CUDA/1kIOw/test/runtests.jl:89 [inlined]
[29] macro expansion
@ ~/.julia/packages/CUDA/1kIOw/test/setup.jl:63 [inlined]
[30] macro expansion
@ ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/Test/src/Test.jl:1704 [inlined]
[31] macro expansion
@ ~/.julia/packages/CUDA/1kIOw/test/setup.jl:63 [inlined]
[32] macro expansion
@ ~/.julia/packages/CUDA/1kIOw/src/utilities.jl:35 [inlined]
[33] macro expansion
@ ~/.julia/packages/CUDA/1kIOw/src/memory.jl:831 [inlined]
[34] top-level scope
@ ~/.julia/packages/CUDA/1kIOw/test/setup.jl:62
[35] eval
@ ./boot.jl:430 [inlined]
[36] runtests(f::Function, name::String, time_source::Symbol)
@ Main ~/.julia/packages/CUDA/1kIOw/test/setup.jl:74
[37] invokelatest(::Any, ::Any, ::Vararg{Any}; kwargs::@Kwargs{})
@ Base ./essentials.jl:1055
[38] invokelatest(::Any, ::Any, ::Vararg{Any})
@ Base ./essentials.jl:1052
[39] (::Distributed.var"#110#112"{Distributed.CallMsg{:call_fetch}})()
@ Distributed ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/Distributed/src/process_messages.jl:287
[40] run_work_thunk(thunk::Distributed.var"#110#112"{Distributed.CallMsg{:call_fetch}}, print_error::Bool)
@ Distributed ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/Distributed/src/process_messages.jl:70
[41] (::Distributed.var"#109#111"{Distributed.CallMsg{:call_fetch}, Distributed.MsgHeader, Sockets.TCPSocket})()
@ Distributed ~/.julia/juliaup/julia-1.11.3+0.x64.linux.gnu/share/julia/stdlib/v1.11/Distributed/src/process_messages.jl:287
ERROR: LoadError: Test run finished with errors
in expression starting at /home/jgf/.julia/packages/CUDA/1kIOw/test/runtests.jl:503
ERROR: Package CUDA errored during testing