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CUDA programming in Julia.
https://juliagpu.org/cuda/
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Compatible NVIDIA driver but still got compatibility warning #1001

Closed h-spiess closed 3 years ago

h-spiess commented 3 years ago

Describe the bug

CUDA.jl warns about incompatible NVIDIA driver for newest CUDA 11.3, although compatible NVIDIA driver installed.

See Table 1. here: https://docs.nvidia.com/deploy/cuda-compatibility/index.html

To reproduce

julia> using CUDA

julia> CUDA.versioninfo()
┌ Warning: The NVIDIA driver on this system only supports up to CUDA 11.0.0.
│ For performance reasons, it is recommended to upgrade to a driver that supports CUDA 11.2 or higher.
└ @ CUDA ~/.julia/packages/CUDA/mVgLI/src/initialization.jl:42
CUDA toolkit 11.3.1, artifact installation
CUDA driver 11.0.0
NVIDIA driver 450.80.2

Libraries: 
- CUBLAS: 11.5.1
- CURAND: 10.2.4
- CUFFT: 10.4.2
- CUSOLVER: 11.1.2
- CUSPARSE: 11.6.0
- CUPTI: 14.0.0
- NVML: 11.0.0+450.80.2
- CUDNN: 8.20.0 (for CUDA 11.3.0)
- CUTENSOR: 1.3.0 (for CUDA 11.2.0)

Toolchain:
- Julia: 1.6.0
- LLVM: 11.0.1
- PTX ISA support: 3.2, 4.0, 4.1, 4.2, 4.3, 5.0, 6.0, 6.1, 6.3, 6.4, 6.5, 7.0
- Device capability support: sm_35, sm_37, sm_50, sm_52, sm_53, sm_60, sm_61, sm_62, sm_70, sm_72, sm_75, sm_80

2 devices:
  0: TITAN RTX (sm_75, 23.492 GiB / 23.653 GiB available)
  1: TITAN RTX (sm_75, 23.650 GiB / 23.653 GiB available)
Manifest.toml

``` # This file is machine-generated - editing it directly is not advised [[AbstractFFTs]] deps = ["LinearAlgebra"] git-tree-sha1 = "485ee0867925449198280d4af84bdb46a2a404d0" uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c" version = "1.0.1" [[AbstractTrees]] git-tree-sha1 = "03e0550477d86222521d254b741d470ba17ea0b5" uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c" version = "0.3.4" [[Adapt]] deps = ["LinearAlgebra"] git-tree-sha1 = "84918055d15b3114ede17ac6a7182f68870c16f7" uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" version = "3.3.1" [[AlgebraOfGraphics]] deps = ["Colors", "DataAPI", "Dates", "FileIO", "GLM", "GeoInterface", "GeometryBasics", "GridLayoutBase", "KernelDensity", "Loess", "Makie", "PlotUtils", "PooledArrays", "StatsBase", "StructArrays", "Tables"] git-tree-sha1 = "eb55cb6b3997ddf049e1dd2b2cab19077d8a486b" repo-rev = "master" repo-url = "https://github.com/JuliaPlots/AlgebraOfGraphics.jl.git" uuid = "cbdf2221-f076-402e-a563-3d30da359d67" version = "0.4.4" [[Animations]] deps = ["Colors"] git-tree-sha1 = "e81c509d2c8e49592413bfb0bb3b08150056c79d" uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340" version = "0.4.1" [[ArgTools]] uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" [[ArnoldiMethod]] deps = ["LinearAlgebra", "Random", "StaticArrays"] git-tree-sha1 = "f87e559f87a45bece9c9ed97458d3afe98b1ebb9" uuid = "ec485272-7323-5ecc-a04f-4719b315124d" version = "0.1.0" [[Arpack]] deps = ["Arpack_jll", "Libdl", "LinearAlgebra"] git-tree-sha1 = "2ff92b71ba1747c5fdd541f8fc87736d82f40ec9" uuid = "7d9fca2a-8960-54d3-9f78-7d1dccf2cb97" version = "0.4.0" [[Arpack_jll]] deps = ["Libdl", "OpenBLAS_jll", "Pkg"] git-tree-sha1 = "e214a9b9bd1b4e1b4f15b22c0994862b66af7ff7" uuid = "68821587-b530-5797-8361-c406ea357684" version = "3.5.0+3" [[ArrayInterface]] deps = ["IfElse", "LinearAlgebra", "Requires", "SparseArrays", "Static"] git-tree-sha1 = "045ff5e1bc8c6fb1ecb28694abba0a0d55b5f4f5" uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9" version = "3.1.17" [[ArrayLayouts]] deps = ["FillArrays", "LinearAlgebra", "SparseArrays"] git-tree-sha1 = "64052725f2073a84e53afb05937c398ae63997c6" uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a" version = "0.7.1" [[Artifacts]] uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" [[AxisAlgorithms]] deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"] git-tree-sha1 = "a4d07a1c313392a77042855df46c5f534076fab9" uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950" version = "1.0.0" [[BFloat16s]] deps = ["LinearAlgebra", "Test"] git-tree-sha1 = "4af69e205efc343068dc8722b8dfec1ade89254a" uuid = "ab4f0b2a-ad5b-11e8-123f-65d77653426b" version = "0.1.0" [[Base64]] uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" [[BenchmarkTools]] deps = ["JSON", "Logging", "Printf", "Statistics", "UUIDs"] git-tree-sha1 = "01ca3823217f474243cc2c8e6e1d1f45956fe872" uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf" version = "1.0.0" [[Bzip2_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "c3598e525718abcc440f69cc6d5f60dda0a1b61e" uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0" version = "1.0.6+5" [[CEnum]] git-tree-sha1 = "215a9aa4a1f23fbd05b92769fdd62559488d70e9" uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82" version = "0.4.1" [[CUDA]] deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "CompilerSupportLibraries_jll", "DataStructures", "ExprTools", "GPUArrays", "GPUCompiler", "LLVM", "LazyArtifacts", "Libdl", "LinearAlgebra", "Logging", "Memoization", "Printf", "Random", "Random123", "RandomNumbers", "Reexport", "Requires", "SparseArrays", "SpecialFunctions", "TimerOutputs"] git-tree-sha1 = "f6f6d2fc7a80b7710b2db4ecb1f59a1b2c2a715a" uuid = "052768ef-5323-5732-b1bb-66c8b64840ba" version = "3.3.0" [[Cairo]] deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"] git-tree-sha1 = "d0b3f8b4ad16cb0a2988c6788646a5e6a17b6b1b" uuid = "159f3aea-2a34-519c-b102-8c37f9878175" version = "1.0.5" [[CairoMakie]] deps = ["Base64", "Cairo", "Colors", "FFTW", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "SHA", "StaticArrays"] git-tree-sha1 = "13bfc08f345bbcaa73f58bf33e0706828839cc72" uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0" version = "0.5.9" [[Cairo_jll]] deps = ["Artifacts", "Bzip2_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"] git-tree-sha1 = "e2f47f6d8337369411569fd45ae5753ca10394c6" uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a" version = "1.16.0+6" [[CategoricalArrays]] deps = ["DataAPI", "Future", "JSON", "Missings", "Printf", "Statistics", "StructTypes", "Unicode"] git-tree-sha1 = "18d7f3e82c1a80dd38c16453b8fd3f0a7db92f23" uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597" version = "0.9.7" [[ChainRules]] deps = ["ChainRulesCore", "Compat", "LinearAlgebra", "Random", "Statistics"] git-tree-sha1 = "85747d77db71012208530a9531d4b1e438e83697" uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2" version = "0.8.13" [[ChainRulesCore]] deps = ["Compat", "LinearAlgebra", "SparseArrays"] git-tree-sha1 = "4289a76df5a8568cca9970e54dd585c6c395c496" uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" version = "0.10.7" [[Clustering]] deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "SparseArrays", "Statistics", "StatsBase"] git-tree-sha1 = "75479b7df4167267d75294d14b58244695beb2ac" uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5" version = "0.14.2" [[CodeTracking]] deps = ["InteractiveUtils", "UUIDs"] git-tree-sha1 = "8ad457cfeb0bca98732c97958ef81000a543e73e" uuid = "da1fd8a2-8d9e-5ec2-8556-3022fb5608a2" version = "1.0.5" [[CodecZlib]] deps = ["TranscodingStreams", "Zlib_jll"] git-tree-sha1 = "ded953804d019afa9a3f98981d99b33e3db7b6da" uuid = "944b1d66-785c-5afd-91f1-9de20f533193" version = "0.7.0" [[ColorBrewer]] deps = ["Colors", "JSON", "Test"] git-tree-sha1 = "61c5334f33d91e570e1d0c3eb5465835242582c4" uuid = "a2cac450-b92f-5266-8821-25eda20663c8" version = "0.4.0" [[ColorSchemes]] deps = ["ColorTypes", "Colors", "FixedPointNumbers", "Random", "StaticArrays"] git-tree-sha1 = "c8fd01e4b736013bc61b704871d20503b33ea402" uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4" version = "3.12.1" [[ColorTypes]] deps = ["FixedPointNumbers", "Random"] git-tree-sha1 = "32a2b8af383f11cbb65803883837a149d10dfe8a" uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f" version = "0.10.12" [[ColorVectorSpace]] deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "SpecialFunctions", "Statistics", "TensorCore"] git-tree-sha1 = "42a9b08d3f2f951c9b283ea427d96ed9f1f30343" uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4" version = "0.9.5" [[Colors]] deps = ["ColorTypes", "FixedPointNumbers", "Reexport"] git-tree-sha1 = "417b0ed7b8b838aa6ca0a87aadf1bb9eb111ce40" uuid = "5ae59095-9a9b-59fe-a467-6f913c188581" version = "0.12.8" [[Combinatorics]] git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860" uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa" version = "1.0.2" [[CommonSubexpressions]] deps = ["MacroTools", "Test"] git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7" uuid = "bbf7d656-a473-5ed7-a52c-81e309532950" version = "0.3.0" [[Compat]] deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"] git-tree-sha1 = "dc7dedc2c2aa9faf59a55c622760a25cbefbe941" uuid = "34da2185-b29b-5c13-b0c7-acf172513d20" version = "3.31.0" [[CompilerSupportLibraries_jll]] deps = ["Artifacts", "Libdl"] uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" [[Compose]] deps = ["Base64", "Colors", "DataStructures", "Dates", "IterTools", "JSON", "LinearAlgebra", "Measures", "Printf", "Random", "Requires", "Statistics", "UUIDs"] git-tree-sha1 = "c6461fc7c35a4bb8d00905df7adafcff1fe3a6bc" uuid = "a81c6b42-2e10-5240-aca2-a61377ecd94b" version = "0.9.2" [[Conda]] deps = ["JSON", "VersionParsing"] git-tree-sha1 = "299304989a5e6473d985212c28928899c74e9421" uuid = "8f4d0f93-b110-5947-807f-2305c1781a2d" version = "1.5.2" [[Contour]] deps = ["StaticArrays"] git-tree-sha1 = "9f02045d934dc030edad45944ea80dbd1f0ebea7" uuid = "d38c429a-6771-53c6-b99e-75d170b6e991" version = "0.5.7" [[Crayons]] git-tree-sha1 = "3f71217b538d7aaee0b69ab47d9b7724ca8afa0d" uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f" version = "4.0.4" [[DSP]] deps = ["FFTW", "IterTools", "LinearAlgebra", "Polynomials", "Random", "Reexport", "SpecialFunctions", "Statistics"] git-tree-sha1 = "2a63cb5fc0e8c1f0f139475ef94228c7441dc7d0" uuid = "717857b8-e6f2-59f4-9121-6e50c889abd2" version = "0.6.10" [[DataAPI]] git-tree-sha1 = "dfb3b7e89e395be1e25c2ad6d7690dc29cc53b1d" uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a" version = "1.6.0" [[DataFrames]] deps = ["CategoricalArrays", "Compat", "DataAPI", "Future", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrettyTables", "Printf", "REPL", "Reexport", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"] git-tree-sha1 = "d50972453ef464ddcebdf489d11885468b7b83a3" uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" version = "0.22.7" [[DataStructures]] deps = ["Compat", "InteractiveUtils", "OrderedCollections"] git-tree-sha1 = "4437b64df1e0adccc3e5d1adbc3ac741095e4677" uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" version = "0.18.9" [[DataValueInterfaces]] git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6" uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464" version = "1.0.0" [[DataValues]] deps = ["DataValueInterfaces", "Dates"] git-tree-sha1 = "d88a19299eba280a6d062e135a43f00323ae70bf" uuid = "e7dc6d0d-1eca-5fa6-8ad6-5aecde8b7ea5" version = "0.4.13" [[Dates]] deps = ["Printf"] uuid = "ade2ca70-3891-5945-98fb-dc099432e06a" [[DelimitedFiles]] deps = ["Mmap"] uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab" [[DiffResults]] deps = ["StaticArrays"] git-tree-sha1 = "c18e98cba888c6c25d1c3b048e4b3380ca956805" uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5" version = "1.0.3" [[DiffRules]] deps = ["NaNMath", "Random", "SpecialFunctions"] git-tree-sha1 = "214c3fcac57755cfda163d91c58893a8723f93e9" uuid = "b552c78f-8df3-52c6-915a-8e097449b14b" version = "1.0.2" [[Distances]] deps = ["LinearAlgebra", "Statistics", "StatsAPI"] git-tree-sha1 = "abe4ad222b26af3337262b8afb28fab8d215e9f8" uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7" version = "0.10.3" [[Distributed]] deps = ["Random", "Serialization", "Sockets"] uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b" [[Distributions]] deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns"] git-tree-sha1 = "a837fdf80f333415b69684ba8e8ae6ba76de6aaa" uuid = "31c24e10-a181-5473-b8eb-7969acd0382f" version = "0.24.18" [[DocStringExtensions]] deps = ["LibGit2"] git-tree-sha1 = "a32185f5428d3986f47c2ab78b1f216d5e6cc96f" uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae" version = "0.8.5" [[Downloads]] deps = ["ArgTools", "LibCURL", "NetworkOptions"] uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6" [[DrWatson]] deps = ["Dates", "FileIO", "LibGit2", "MacroTools", "Pkg", "Random", "Requires", "UnPack"] git-tree-sha1 = "7b082b6bc2795565d959217d6c3b0179314e42fc" uuid = "634d3b9d-ee7a-5ddf-bec9-22491ea816e1" version = "2.0.4" [[EarCut_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "92d8f9f208637e8d2d28c664051a00569c01493d" uuid = "5ae413db-bbd1-5e63-b57d-d24a61df00f5" version = "2.1.5+1" [[EllipsisNotation]] deps = ["ArrayInterface"] git-tree-sha1 = "8041575f021cba5a099a456b4163c9a08b566a02" uuid = "da5c29d0-fa7d-589e-88eb-ea29b0a81949" version = "1.1.0" [[Expat_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "b3bfd02e98aedfa5cf885665493c5598c350cd2f" uuid = "2e619515-83b5-522b-bb60-26c02a35a201" version = "2.2.10+0" [[ExprTools]] git-tree-sha1 = "10407a39b87f29d47ebaca8edbc75d7c302ff93e" uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04" version = "0.1.3" [[EzXML]] deps = ["Printf", "XML2_jll"] git-tree-sha1 = "0fa3b52a04a4e210aeb1626def9c90df3ae65268" uuid = "8f5d6c58-4d21-5cfd-889c-e3ad7ee6a615" version = "1.1.0" [[FFMPEG]] deps = ["FFMPEG_jll"] git-tree-sha1 = "b57e3acbe22f8484b4b5ff66a7499717fe1a9cc8" uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a" version = "0.4.1" [[FFMPEG_jll]] deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "LibVPX_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "Pkg", "Zlib_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"] git-tree-sha1 = "3cc57ad0a213808473eafef4845a74766242e05f" uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5" version = "4.3.1+4" [[FFTW]] deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"] git-tree-sha1 = "ae8de3350af3026008be4ba23e1e905ab2011d20" uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341" version = "1.4.2" [[FFTW_jll]] 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"Xorg_libXrender_jll"] git-tree-sha1 = "12e0eb3bc634fa2080c1c37fccf56f7c22989afd" uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724" version = "1.2.0+4" [[Xorg_libXdmcp_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "4fe47bd2247248125c428978740e18a681372dd4" uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05" version = "1.1.3+4" [[Xorg_libXext_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"] git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3" uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3" version = "1.3.4+4" [[Xorg_libXfixes_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"] git-tree-sha1 = "0e0dc7431e7a0587559f9294aeec269471c991a4" uuid = "d091e8ba-531a-589c-9de9-94069b037ed8" version = "5.0.3+4" [[Xorg_libXi_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll"] git-tree-sha1 = "89b52bc2160aadc84d707093930ef0bffa641246" uuid = "a51aa0fd-4e3c-5386-b890-e753decda492" version = "1.7.10+4" [[Xorg_libXinerama_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"] git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123" uuid = "d1454406-59df-5ea1-beac-c340f2130bc3" version = "1.1.4+4" [[Xorg_libXrandr_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"] git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631" uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484" version = "1.5.2+4" [[Xorg_libXrender_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"] git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96" uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa" version = "0.9.10+4" [[Xorg_libpthread_stubs_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "6783737e45d3c59a4a4c4091f5f88cdcf0908cbb" uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74" version = "0.1.0+3" [[Xorg_libxcb_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"] git-tree-sha1 = "daf17f441228e7a3833846cd048892861cff16d6" uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b" version = "1.13.0+3" [[Xorg_libxkbfile_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"] git-tree-sha1 = "926af861744212db0eb001d9e40b5d16292080b2" uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a" version = "1.1.0+4" [[Xorg_xcb_util_image_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97" uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b" version = "0.4.0+1" [[Xorg_xcb_util_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"] git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1" uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5" version = "0.4.0+1" [[Xorg_xcb_util_keysyms_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00" uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7" version = "0.4.0+1" [[Xorg_xcb_util_renderutil_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e" uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e" version = "0.3.9+1" [[Xorg_xcb_util_wm_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67" uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361" version = "0.4.1+1" [[Xorg_xkbcomp_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxkbfile_jll"] git-tree-sha1 = "4bcbf660f6c2e714f87e960a171b119d06ee163b" uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4" version = "1.4.2+4" [[Xorg_xkeyboard_config_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xkbcomp_jll"] git-tree-sha1 = "5c8424f8a67c3f2209646d4425f3d415fee5931d" uuid = "33bec58e-1273-512f-9401-5d533626f822" version = "2.27.0+4" [[Xorg_xtrans_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "79c31e7844f6ecf779705fbc12146eb190b7d845" uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10" version = "1.4.0+3" [[ZipFile]] deps = ["Libdl", "Printf", "Zlib_jll"] git-tree-sha1 = "c3a5637e27e914a7a445b8d0ad063d701931e9f7" uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea" version = "0.9.3" [[Zlib_jll]] deps = ["Libdl"] uuid = "83775a58-1f1d-513f-b197-d71354ab007a" [[Zstd_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "cc4bf3fdde8b7e3e9fa0351bdeedba1cf3b7f6e6" uuid = "3161d3a3-bdf6-5164-811a-617609db77b4" version = "1.5.0+0" [[Zygote]] deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "IRTools", "InteractiveUtils", "LinearAlgebra", "MacroTools", "NaNMath", "Random", "Requires", "SpecialFunctions", "Statistics", "ZygoteRules"] git-tree-sha1 = "b1d95edd4e693066c38c13a10aab0a8f6a6e2f65" uuid = "e88e6eb3-aa80-5325-afca-941959d7151f" version = "0.6.12" [[ZygoteRules]] deps = ["MacroTools"] git-tree-sha1 = "9e7a1e8ca60b742e508a315c17eef5211e7fbfd7" uuid = "700de1a5-db45-46bc-99cf-38207098b444" version = "0.2.1" [[isoband_jll]] deps = ["Libdl", "Pkg"] git-tree-sha1 = "a1ac99674715995a536bbce674b068ec1b7d893d" uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4" version = "0.2.2+0" [[libass_jll]] deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"] git-tree-sha1 = "acc685bcf777b2202a904cdcb49ad34c2fa1880c" uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0" version = "0.14.0+4" [[libfdk_aac_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "7a5780a0d9c6864184b3a2eeeb833a0c871f00ab" uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280" version = "0.1.6+4" [[libpng_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"] git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c" uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f" version = "1.6.38+0" [[libvorbis_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"] git-tree-sha1 = "c45f4e40e7aafe9d086379e5578947ec8b95a8fb" uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a" version = "1.3.7+0" [[nghttp2_jll]] deps = ["Artifacts", "Libdl"] uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d" [[p7zip_jll]] deps = ["Artifacts", "Libdl"] uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0" [[x264_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "d713c1ce4deac133e3334ee12f4adff07f81778f" uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a" version = "2020.7.14+2" [[x265_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "487da2f8f2f0c8ee0e83f39d13037d6bbf0a45ab" uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76" version = "3.0.0+3" [[xkbcommon_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"] git-tree-sha1 = "ece2350174195bb31de1a63bea3a41ae1aa593b6" uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd" version = "0.9.1+5" ```

Expected behavior

I think it should not warn and install the newer CUDA driver. (can the CUDA driver be installed as an artifact as well?)

Version info

Details on Julia:

Julia Version 1.6.0
Commit f9720dc2eb (2021-03-24 12:55 UTC)
Platform Info:
  OS: Linux (x86_64-pc-linux-gnu)
  CPU: Intel(R) Xeon(R) CPU E5-2630 0 @ 2.30GHz
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-11.0.1 (ORCJIT, sandybridge)```

Details on CUDA:

CUDA toolkit 11.3.1, artifact installation CUDA driver 11.0.0 NVIDIA driver 450.80.2

Libraries:

Toolchain:

2 devices: 0: TITAN RTX (sm_75, 23.492 GiB / 23.653 GiB available) 1: TITAN RTX (sm_75, 23.650 GiB / 23.653 GiB available)



Thank you very much and thanks for the nice library :)
maleadt commented 3 years ago

I think it should not warn and install the newer CUDA driver. (can the CUDA driver be installed as an artifact as well?)

Sadly, we can't install libcuda through artifacts on non-datacenter hardware (and even then there's still certain driver requirements).

What's wrong with this message though? It clearly states "for performance reasons", so it isn't a compatibility issue. Performance of the allocator on drivers below 11.0 is much worse. Just adding that to the README here will reach nobody.

h-spiess commented 3 years ago

Thanks a lot for clarifying.

I just thought that the warning would be unnecessary if libcuda could be installed as an artifact. But now after you explained it I think the warning is perfect :)

I will close this issue. :)