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CUDA programming in Julia.
https://juliagpu.org/cuda/
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cuDNN not available for your platform #2252

Closed lf28 closed 9 months ago

lf28 commented 9 months ago

Describe the bug

After adding Flux, CUDA, cuDNN; it reports "cuDNN is not available for your platform (x86_64-linux-gnu-libgfortran5-cxx11-libstdcxx30-cuda+none-julia_version+1.10.0)" when trying to load Flux and CUDA

To reproduce

The Minimal Working Example (MWE) for this bug:

# using Flux, CUDA
Manifest.toml

``` # This file is machine-generated - editing it directly is not advised julia_version = "1.10.0" manifest_format = "2.0" project_hash = "be01400d844f8ce94435a4024982bcf9745e9667" [[deps.AbstractFFTs]] deps = ["LinearAlgebra"] git-tree-sha1 = "d92ad398961a3ed262d8bf04a1a2b8340f915fef" uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c" version = "1.5.0" [deps.AbstractFFTs.extensions] AbstractFFTsChainRulesCoreExt = "ChainRulesCore" AbstractFFTsTestExt = "Test" [deps.AbstractFFTs.weakdeps] ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" [[deps.Adapt]] deps = ["LinearAlgebra", "Requires"] git-tree-sha1 = "0fb305e0253fd4e833d486914367a2ee2c2e78d0" uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" version = "4.0.1" weakdeps = ["StaticArrays"] [deps.Adapt.extensions] AdaptStaticArraysExt = "StaticArrays" [[deps.ArgTools]] uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" version = "1.1.1" [[deps.Artifacts]] uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" [[deps.Atomix]] deps = ["UnsafeAtomics"] git-tree-sha1 = "c06a868224ecba914baa6942988e2f2aade419be" uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458" version = "0.1.0" [[deps.BFloat16s]] deps = ["LinearAlgebra", "Printf", "Random", "Test"] git-tree-sha1 = "dbf84058d0a8cbbadee18d25cf606934b22d7c66" uuid = "ab4f0b2a-ad5b-11e8-123f-65d77653426b" version = "0.4.2" [[deps.Base64]] uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" [[deps.CEnum]] git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc" uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82" version = "0.5.0" [[deps.CUDA]] deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "CUDA_Driver_jll", "CUDA_Runtime_Discovery", "CUDA_Runtime_jll", "Crayons", "DataFrames", "ExprTools", "GPUArrays", "GPUCompiler", "KernelAbstractions", "LLVM", "LLVMLoopInfo", "LazyArtifacts", "Libdl", "LinearAlgebra", "Logging", "NVTX", "Preferences", "PrettyTables", "Printf", "Random", "Random123", "RandomNumbers", "Reexport", "Requires", "SparseArrays", "StaticArrays", "Statistics"] git-tree-sha1 = "baa8ea7a1ea63316fa3feb454635215773c9c845" uuid = "052768ef-5323-5732-b1bb-66c8b64840ba" version = "5.2.0" [deps.CUDA.extensions] ChainRulesCoreExt = "ChainRulesCore" SpecialFunctionsExt = "SpecialFunctions" [deps.CUDA.weakdeps] ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b" [[deps.CUDA_Driver_jll]] deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"] git-tree-sha1 = "d01bfc999768f0a31ed36f5d22a76161fc63079c" uuid = "4ee394cb-3365-5eb0-8335-949819d2adfc" version = "0.7.0+1" [[deps.CUDA_Runtime_Discovery]] deps = ["Libdl"] git-tree-sha1 = "2cb12f6b2209f40a4b8967697689a47c50485490" uuid = "1af6417a-86b4-443c-805f-a4643ffb695f" version = "0.2.3" [[deps.CUDA_Runtime_jll]] deps = ["Artifacts", "CUDA_Driver_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"] git-tree-sha1 = "8e25c009d2bf16c2c31a70a6e9e8939f7325cc84" uuid = "76a88914-d11a-5bdc-97e0-2f5a05c973a2" version = "0.11.1+0" [[deps.CUDNN_jll]] deps = ["Artifacts", "CUDA_Runtime_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"] git-tree-sha1 = "75923dce4275ead3799b238e10178a68c07dbd3b" uuid = "62b44479-cb7b-5706-934f-f13b2eb2e645" version = "8.9.4+0" [[deps.ColorTypes]] deps = ["FixedPointNumbers", "Random"] git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4" uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f" version = "0.11.4" [[deps.Colors]] deps = ["ColorTypes", "FixedPointNumbers", "Reexport"] git-tree-sha1 = "fc08e5930ee9a4e03f84bfb5211cb54e7769758a" uuid = "5ae59095-9a9b-59fe-a467-6f913c188581" version = "0.12.10" [[deps.Compat]] deps = ["TOML", "UUIDs"] git-tree-sha1 = "75bd5b6fc5089df449b5d35fa501c846c9b6549b" uuid = "34da2185-b29b-5c13-b0c7-acf172513d20" version = "4.12.0" weakdeps = ["Dates", "LinearAlgebra"] [deps.Compat.extensions] CompatLinearAlgebraExt = "LinearAlgebra" [[deps.CompilerSupportLibraries_jll]] deps = ["Artifacts", "Libdl"] uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" version = "1.0.5+1" [[deps.Crayons]] git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15" uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f" version = "4.1.1" [[deps.DataAPI]] git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe" uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a" version = "1.16.0" [[deps.DataFrames]] deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "REPL", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"] git-tree-sha1 = "04c738083f29f86e62c8afc341f0967d8717bdb8" uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" version = "1.6.1" [[deps.DataStructures]] deps = ["Compat", "InteractiveUtils", "OrderedCollections"] git-tree-sha1 = "ac67408d9ddf207de5cfa9a97e114352430f01ed" uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" version = "0.18.16" [[deps.DataValueInterfaces]] git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6" uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464" version = "1.0.0" [[deps.Dates]] deps = ["Printf"] uuid = "ade2ca70-3891-5945-98fb-dc099432e06a" [[deps.Downloads]] deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"] uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6" version = "1.6.0" [[deps.ExprTools]] git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec" uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04" version = "0.1.10" [[deps.FileWatching]] uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee" [[deps.FixedPointNumbers]] deps = ["Statistics"] git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc" uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93" version = "0.8.4" [[deps.Future]] deps = ["Random"] uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820" [[deps.GPUArrays]] deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"] git-tree-sha1 = "47e4686ec18a9620850bad110b79966132f14283" uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" version = "10.0.2" [[deps.GPUArraysCore]] deps = ["Adapt"] git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950" uuid = "46192b85-c4d5-4398-a991-12ede77f4527" version = "0.1.6" [[deps.GPUCompiler]] deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "Scratch", "TimerOutputs", "UUIDs"] git-tree-sha1 = "a846f297ce9d09ccba02ead0cae70690e072a119" uuid = "61eb1bfa-7361-4325-ad38-22787b887f55" version = "0.25.0" [[deps.InlineStrings]] deps = ["Parsers"] git-tree-sha1 = "9cc2baf75c6d09f9da536ddf58eb2f29dedaf461" uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48" version = "1.4.0" [[deps.InteractiveUtils]] deps = ["Markdown"] uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" [[deps.InvertedIndices]] git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038" uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f" version = "1.3.0" [[deps.IteratorInterfaceExtensions]] git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856" uuid = "82899510-4779-5014-852e-03e436cf321d" version = "1.0.0" [[deps.JLLWrappers]] deps = ["Artifacts", "Preferences"] git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca" uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" version = "1.5.0" [[deps.JuliaNVTXCallbacks_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "af433a10f3942e882d3c671aacb203e006a5808f" uuid = "9c1d0b0a-7046-5b2e-a33f-ea22f176ac7e" version = "0.2.1+0" [[deps.KernelAbstractions]] deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"] git-tree-sha1 = "4e0cb2f5aad44dcfdc91088e85dee4ecb22c791c" uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c" version = "0.9.16" [deps.KernelAbstractions.extensions] EnzymeExt = "EnzymeCore" [deps.KernelAbstractions.weakdeps] EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" [[deps.LLVM]] deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"] git-tree-sha1 = "cb4619f7353fc62a1a22ffa3d7ed9791cfb47ad8" uuid = "929cbde3-209d-540e-8aea-75f648917ca0" version = "6.4.2" weakdeps = ["BFloat16s"] [deps.LLVM.extensions] BFloat16sExt = "BFloat16s" [[deps.LLVMExtra_jll]] deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"] git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2" uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab" version = "0.0.27+1" [[deps.LLVMLoopInfo]] git-tree-sha1 = "2e5c102cfc41f48ae4740c7eca7743cc7e7b75ea" uuid = "8b046642-f1f6-4319-8d3c-209ddc03c586" version = "1.0.0" [[deps.LaTeXStrings]] git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec" uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" version = "1.3.1" [[deps.LazyArtifacts]] deps = ["Artifacts", "Pkg"] uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3" [[deps.LibCURL]] deps = ["LibCURL_jll", "MozillaCACerts_jll"] uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21" version = "0.6.4" [[deps.LibCURL_jll]] deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"] uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0" version = "8.4.0+0" [[deps.LibGit2]] deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"] uuid = "76f85450-5226-5b5a-8eaa-529ad045b433" [[deps.LibGit2_jll]] deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"] uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5" version = "1.6.4+0" [[deps.LibSSH2_jll]] deps = ["Artifacts", "Libdl", "MbedTLS_jll"] uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8" version = "1.11.0+1" [[deps.Libdl]] uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb" [[deps.LinearAlgebra]] deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"] uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" [[deps.Logging]] uuid = "56ddb016-857b-54e1-b83d-db4d58db5568" [[deps.MacroTools]] deps = ["Markdown", "Random"] git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df" uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09" version = "0.5.13" [[deps.Markdown]] deps = ["Base64"] uuid = "d6f4376e-aef5-505a-96c1-9c027394607a" [[deps.MbedTLS_jll]] deps = ["Artifacts", "Libdl"] uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1" version = "2.28.2+1" [[deps.Missings]] deps = ["DataAPI"] git-tree-sha1 = "f66bdc5de519e8f8ae43bdc598782d35a25b1272" uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28" version = "1.1.0" [[deps.MozillaCACerts_jll]] uuid = "14a3606d-f60d-562e-9121-12d972cd8159" version = "2023.1.10" [[deps.NVTX]] deps = ["Colors", "JuliaNVTXCallbacks_jll", "Libdl", "NVTX_jll"] git-tree-sha1 = "53046f0483375e3ed78e49190f1154fa0a4083a1" uuid = "5da4648a-3479-48b8-97b9-01cb529c0a1f" version = "0.3.4" [[deps.NVTX_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] git-tree-sha1 = "ce3269ed42816bf18d500c9f63418d4b0d9f5a3b" uuid = "e98f9f5b-d649-5603-91fd-7774390e6439" version = "3.1.0+2" [[deps.NetworkOptions]] uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908" version = "1.2.0" [[deps.OpenBLAS_jll]] deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"] uuid = "4536629a-c528-5b80-bd46-f80d51c5b363" version = "0.3.23+2" [[deps.OrderedCollections]] git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5" uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" version = "1.6.3" [[deps.Parsers]] deps = ["Dates", "PrecompileTools", "UUIDs"] git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821" uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0" version = "2.8.1" [[deps.Pkg]] deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"] uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f" version = "1.10.0" [[deps.PooledArrays]] deps = ["DataAPI", "Future"] git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3" uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720" version = "1.4.3" [[deps.PrecompileTools]] deps = ["Preferences"] git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f" uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a" version = "1.2.0" [[deps.Preferences]] deps = ["TOML"] git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e" uuid = "21216c6a-2e73-6563-6e65-726566657250" version = "1.4.1" [[deps.PrettyTables]] deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"] git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660" uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d" version = "2.3.1" [[deps.Printf]] deps = ["Unicode"] uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7" [[deps.REPL]] deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"] uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb" [[deps.Random]] deps = ["SHA"] uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" [[deps.Random123]] deps = ["Random", "RandomNumbers"] git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a" uuid = "74087812-796a-5b5d-8853-05524746bad3" version = "1.6.2" [[deps.RandomNumbers]] deps = ["Random", "Requires"] git-tree-sha1 = "043da614cc7e95c703498a491e2c21f58a2b8111" uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143" version = "1.5.3" [[deps.Reexport]] git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b" uuid = "189a3867-3050-52da-a836-e630ba90ab69" version = "1.2.2" [[deps.Requires]] deps = ["UUIDs"] git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7" uuid = "ae029012-a4dd-5104-9daa-d747884805df" version = "1.3.0" [[deps.SHA]] uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce" version = "0.7.0" [[deps.Scratch]] deps = ["Dates"] git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386" uuid = "6c6a2e73-6563-6170-7368-637461726353" version = "1.2.1" [[deps.SentinelArrays]] deps = ["Dates", "Random"] git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f" uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c" version = "1.4.1" [[deps.Serialization]] uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b" [[deps.Sockets]] uuid = "6462fe0b-24de-5631-8697-dd941f90decc" [[deps.SortingAlgorithms]] deps = ["DataStructures"] git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085" uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c" version = "1.2.1" [[deps.SparseArrays]] deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"] uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" version = "1.10.0" [[deps.StaticArrays]] deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"] git-tree-sha1 = "f68dd04d131d9a8a8eb836173ee8f105c360b0c5" uuid = "90137ffa-7385-5640-81b9-e52037218182" version = "1.9.1" [deps.StaticArrays.extensions] StaticArraysChainRulesCoreExt = "ChainRulesCore" StaticArraysStatisticsExt = "Statistics" [deps.StaticArrays.weakdeps] ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" [[deps.StaticArraysCore]] git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d" uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" version = "1.4.2" [[deps.Statistics]] deps = ["LinearAlgebra", "SparseArrays"] uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" version = "1.10.0" [[deps.StringManipulation]] deps = ["PrecompileTools"] git-tree-sha1 = "a04cabe79c5f01f4d723cc6704070ada0b9d46d5" uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e" version = "0.3.4" [[deps.SuiteSparse_jll]] deps = ["Artifacts", "Libdl", "libblastrampoline_jll"] uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c" version = "7.2.1+1" [[deps.TOML]] deps = ["Dates"] uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76" version = "1.0.3" [[deps.TableTraits]] deps = ["IteratorInterfaceExtensions"] git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39" uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c" version = "1.0.1" [[deps.Tables]] deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"] git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d" uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" version = "1.11.1" [[deps.Tar]] deps = ["ArgTools", "SHA"] uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e" version = "1.10.0" [[deps.Test]] deps = ["InteractiveUtils", "Logging", "Random", "Serialization"] uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40" [[deps.TimerOutputs]] deps = ["ExprTools", "Printf"] git-tree-sha1 = "f548a9e9c490030e545f72074a41edfd0e5bcdd7" uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f" version = "0.5.23" [[deps.UUIDs]] deps = ["Random", "SHA"] uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4" [[deps.Unicode]] uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5" [[deps.UnsafeAtomics]] git-tree-sha1 = "6331ac3440856ea1988316b46045303bef658278" uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f" version = "0.2.1" [[deps.UnsafeAtomicsLLVM]] deps = ["LLVM", "UnsafeAtomics"] git-tree-sha1 = "323e3d0acf5e78a56dfae7bd8928c989b4f3083e" uuid = "d80eeb9a-aca5-4d75-85e5-170c8b632249" version = "0.1.3" [[deps.Zlib_jll]] deps = ["Libdl"] uuid = "83775a58-1f1d-513f-b197-d71354ab007a" version = "1.2.13+1" [[deps.cuDNN]] deps = ["CEnum", "CUDA", "CUDA_Runtime_Discovery", "CUDNN_jll"] git-tree-sha1 = "d433ec29756895512190cac9c96666d879f07b92" uuid = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd" version = "1.3.0" [[deps.libblastrampoline_jll]] deps = ["Artifacts", "Libdl"] uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" version = "5.8.0+1" [[deps.nghttp2_jll]] deps = ["Artifacts", "Libdl"] uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d" version = "1.52.0+1" [[deps.p7zip_jll]] deps = ["Artifacts", "Libdl"] uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0" version = "17.4.0+2" ```

Expected behavior

cuDNN being available again

Version info

Details on Julia:

# please post the output of:
versioninfo()
Julia Version 1.10.0
Commit 3120989f39b (2023-12-25 18:01 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 8 × Intel(R) Core(TM) i7-9700K CPU @ 3.60GHz
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, skylake)
  Threads: 1 on 8 virtual cores
Environment:
  JULIA_CMDSTAN_HOME = /home/xfl28/cmdstan/

Details on CUDA:

# please post the output of:
CUDA.versioninfo()
CUDA runtime 12.3, artifact installation
CUDA driver 12.0
NVIDIA driver 525.147.5

CUDA libraries: 
- CUBLAS: 12.3.4
- CURAND: 10.3.4
- CUFFT: 11.0.12
- CUSOLVER: 11.5.4
- CUSPARSE: 12.2.0
- CUPTI: 21.0.0
- NVML: 12.0.0+525.147.5

Julia packages: 
- CUDA: 5.1.2
- CUDA_Driver_jll: 0.7.0+1
- CUDA_Runtime_jll: 0.10.1+0

Toolchain:
- Julia: 1.10.0
- LLVM: 15.0.7

1 device:
  0: NVIDIA GeForce GTX 1060 6GB (sm_61, 5.925 GiB / 6.000 GiB available)
maleadt commented 9 months ago

cuda+none

This isn't a problem with cuDNN not being available, but CUDA not being available or detected when you precompiled cuDNN. I assume you maybe installed the driver after initially installing or precompiling cuDNN.jl? Try wiping your compilecache (rm -rf ~/.julia/*/cuDNN).

lf28 commented 9 months ago

Thanks for the reply. Do you mean rm -rf ~/.julia/compiled/v1.10/cuDNN ?

I have removed it and tried again. Julia first reports Warning: Package cuDNN not found in current path as expected; after adding cuDNN, I have got the same error ┌ Error: cuDNN is not available for your platform (x86_64-linux-gnu-libgfortran5-cxx11-libstdcxx30-cuda+none-julia_version+1.10.0)

And it seems I'm not the only one who is having the error. https://discourse.julialang.org/t/cudnn-julia-1-10-and-linux/106658/4

maleadt commented 9 months ago

Do you mean rm -rf ~/.julia/compiled/v1.10/cuDNN ?

Yes, * is a shell wildcard.

Julia first reports Warning: Package cuDNN not found in current path as expected

That's not expected, removing the compilecache doesn't remove the package.

Please try again, but also removing CUDNN_jll's compilecache this time, and running with the JULIA_DEBUG environment variable set to all. Hopefully that output will help us figure this out.

lf28 commented 9 months ago

Thanks for your reply. Really appreciated.

Please try again, but also removing CUDNN_jll's compilecache this time, and running with the JULIA_DEBUG environment variable set to all. Hopefully that output will help us figure this out.

After removing both and typing using Flux, CUDA in REPL, this is the result:

julia> using Flux, CUDA
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SuiteSparse_jll/src/SuiteSparse_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SuiteSparse_jll/ME9At_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/SparseArrays.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/readonly.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/abstractsparse.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparsematrix.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparseconvert.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparsevector.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/higherorderfns.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/linalg.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/deprecated.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/solvers/LibSuiteSparse.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/solvers/lib/x86_64-linux-gnu.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/solvers/umfpack.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/solvers/cholmod.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/solvers/spqr.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/OpenLibm_jll/src/OpenLibm_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/OpenLibm_jll/ToVO1_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/Distributed.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/clusterserialize.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/cluster.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/messages.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/process_messages.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/remotecall.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/macros.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/workerpool.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/pmap.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/managers.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/precompile.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Test/src/Test.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Test/JfdTE_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Test/src/logging.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Test/JfdTE_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Test/src/precompile.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Test/JfdTE_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Compat/GSFWK_Ft79S.so for Compat [34da2185-b29b-5c13-b0c7-acf172513d20]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CompatLinearAlgebraExt/Zxpzq_Ft79S.so for CompatLinearAlgebraExt [dbe5ba0b-aecc-598a-a867-79051b540f49]
└ @ Base loading.jl:1051
┌ Debug: Extension CompatLinearAlgebraExt of Compat loaded
└ @ Base loading.jl:1290
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Preferences/pWSk8_dw1Ku.so for Preferences [21216c6a-2e73-6563-6e65-726566657250]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SuiteSparse_jll/ME9At_GIu3N.so for SuiteSparse_jll [bea87d4a-7f5b-5778-9afe-8cc45184846c]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.so for SparseArrays [2f01184e-e22b-5df5-ae63-d93ebab69eaf]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Statistics/ERcPL_dw1Ku.so for Statistics [10745b16-79ce-11e8-11f9-7d13ad32a3b2]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/MacroTools/38lnR_Ft79S.so for MacroTools [1914dd2f-81c6-5fcd-8719-6d5c9610ff09]
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└ @ Base loading.jl:1051
┌ Debug: Using LLVM 15.0.7 at /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/bin/../lib/julia/libLLVM-15jl.so
└ @ LLVM ~/.julia/packages/LLVM/OLMpi/src/LLVM.jl:104
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┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ConstructionBase/sBbW6_dw1Ku.so for ConstructionBase [187b0558-2788-49d3-abe0-74a17ed4e7c9]
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└ @ Base loading.jl:1051
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└ @ Base loading.jl:1051
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┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ChainRules/AzGmQ_dw1Ku.so for ChainRules [082447d4-558c-5d27-93f4-14fc19e9eca2]
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┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/IRTools/oFGpw_dw1Ku.so for IRTools [7869d1d1-7146-5819-86e3-90919afe41df]
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└ @ Base loading.jl:1051
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┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/FillArraysStatisticsExt/Cj02z_dw1Ku.so for FillArraysStatisticsExt [6aab314e-91af-578f-94bd-30d484db1c87]
└ @ Base loading.jl:1051
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┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/AbstractFFTs/Di3HZ_dw1Ku.so for AbstractFFTs [621f4979-c628-5d54-868e-fcf4e3e8185c]
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└ @ Base loading.jl:1051
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┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/AbstractFFTsTestExt/Pr5Et_dw1Ku.so for AbstractFFTsTestExt [f14dd36e-a047-53ac-8286-f8b5d0265aae]
└ @ Base loading.jl:1051
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┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/DiffResults/vlfPe_dw1Ku.so for DiffResults [163ba53b-c6d8-5494-b064-1a9d43ac40c5]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CommonSubexpressions/VMTKN_XpKO6.so for CommonSubexpressions [bbf7d656-a473-5ed7-a52c-81e309532950]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ForwardDiff/k0ETY_XpKO6.so for ForwardDiff [f6369f11-7733-5829-9624-2563aa707210]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ForwardDiffStaticArraysExt/QQ4BU_XpKO6.so for ForwardDiffStaticArraysExt [b74fd6d0-9da7-541f-a07d-1b6af30a262f]
└ @ Base loading.jl:1051
┌ Debug: Extension ForwardDiffStaticArraysExt of ForwardDiff loaded
└ @ Base loading.jl:1290
┌ Debug: Requires conditionally ran code in 0.002777104 seconds: `NNlib` detected `ForwardDiff`
└ @ Requires ~/.julia/packages/NNlib/IOpmE/src/NNlib.jl:100
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Zygote/4kbLI_dw1Ku.so for Zygote [e88e6eb3-aa80-5325-afca-941959d7151f]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/OneHotArrays/tlvsG_dw1Ku.so for OneHotArrays [0b1bfda6-eb8a-41d2-88d8-f5af5cad476f]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Flux/QdkVy_dw1Ku.so for Flux [587475ba-b771-5e3f-ad9e-33799f191a9c]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ExprTools/eM8wu_dw1Ku.so for ExprTools [e2ba6199-217a-4e67-a87a-7c52f15ade04]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/TimerOutputs/hd2yD_uaCrp.so for TimerOutputs [a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Scratch/ICI1U_dw1Ku.so for Scratch [6c6a2e73-6563-6170-7368-637461726353]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/GPUCompiler/yPwef_dw1Ku.so for GPUCompiler [61eb1bfa-7361-4325-ad38-22787b887f55]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/GPUArrays/v5u0T_dw1Ku.so for GPUArrays [0c68f7d7-f131-5f86-a1c3-88cf8149b2d7]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/BFloat16s/iiZ8G_X7Hdi.so for BFloat16s [ab4f0b2a-ad5b-11e8-123f-65d77653426b]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/BFloat16sExt/B6KwG_X7Hdi.so for BFloat16sExt [a7f3dfb2-a512-52f2-8e44-f826512b0bb1]
└ @ Base loading.jl:1051
┌ Debug: Extension BFloat16sExt of LLVM loaded
└ @ Base loading.jl:1290
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/LLVMLoopInfo/X7sqD_vtEcu.so for LLVMLoopInfo [8b046642-f1f6-4319-8d3c-209ddc03c586]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
└ @ Base loading.jl:1051
┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
┌ Debug: Could not use forward compatibility package (error 804)
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Runtime_jll/Hs50y_vtEcu.so for CUDA_Runtime_jll [76a88914-d11a-5bdc-97e0-2f5a05c973a2]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/FixedPointNumbers/Ple2W_dw1Ku.so for FixedPointNumbers [53c48c17-4a7d-5ca2-90c5-79b7896eea93]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ColorTypes/db21U_dw1Ku.so for ColorTypes [3da002f7-5984-5a60-b8a6-cbb66c0b333f]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Colors/NKjaT_dw1Ku.so for Colors [5ae59095-9a9b-59fe-a467-6f913c188581]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ZygoteColorsExt/ROILb_dw1Ku.so for ZygoteColorsExt [e68c091a-8ea5-5ca7-be4f-380657d4ad79]
└ @ Base loading.jl:1051
┌ Debug: Extension ZygoteColorsExt of Zygote loaded
└ @ Base loading.jl:1290
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/NVTX_jll/a4RQP_vtEcu.so for NVTX_jll [e98f9f5b-d649-5603-91fd-7774390e6439]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JuliaNVTXCallbacks_jll/EQzo6_vtEcu.so for JuliaNVTXCallbacks_jll [9c1d0b0a-7046-5b2e-a33f-ea22f176ac7e]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/NVTX/s1i2n_dw1Ku.so for NVTX [5da4648a-3479-48b8-97b9-01cb529c0a1f]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/RandomNumbers/pgCpR_dw1Ku.so for RandomNumbers [e6cf234a-135c-5ec9-84dd-332b85af5143]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Random123/1imiM_dw1Ku.so for Random123 [74087812-796a-5b5d-8853-05524746bad3]
└ @ Base loading.jl:1051
┌ Debug: Requires conditionally ran code in 0.002291681 seconds: `RandomNumbers` detected `Random123`
└ @ Requires ~/.julia/packages/RandomNumbers/3pD1N/src/RandomNumbers.jl:38
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/StringManipulation/4nJQd_dw1Ku.so for StringManipulation [892a3eda-7b42-436c-8928-eab12a02cf0e]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Crayons/TXPcU_dw1Ku.so for Crayons [a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/LaTeXStrings/H4HGh_dw1Ku.so for LaTeXStrings [b964fa9f-0449-5b57-a5c2-d3ea65f4040f]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/PrettyTables/kRdcL_dw1Ku.so for PrettyTables [08abe8d2-0d0c-5749-adfa-8a2ac140af0d]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/PooledArrays/vi11X_dw1Ku.so for PooledArrays [2dfb63ee-cc39-5dd5-95bd-886bf059d720]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/InvertedIndices/0P8C6_dw1Ku.so for InvertedIndices [41ab1584-1d38-5bbf-9106-f11c6c58b48f]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/SentinelArrays/uMYVe_dw1Ku.so for SentinelArrays [91c51154-3ec4-41a3-a24f-3f23e20d615c]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Parsers/833b9_dw1Ku.so for Parsers [69de0a69-1ddd-5017-9359-2bf0b02dc9f0]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/InlineStrings/prmY3_X7Hdi.so for InlineStrings [842dd82b-1e85-43dc-bf29-5d0ee9dffc48]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/DataFrames/AR9oZ_dw1Ku.so for DataFrames [a93c6f00-e57d-5684-b7b6-d8193f3e46c0]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/BangBangDataFramesExt/sNKPH_dw1Ku.so for BangBangDataFramesExt [d787bcad-b5c5-56bb-adaa-6bfddb178a59]
└ @ Base loading.jl:1051
┌ Debug: Extension BangBangDataFramesExt of BangBang loaded
└ @ Base loading.jl:1290
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/TransducersDataFramesExt/u4UET_dw1Ku.so for TransducersDataFramesExt [cefb4096-3352-5e5f-8501-71f024082a88]
└ @ Base loading.jl:1051
┌ Debug: Extension TransducersDataFramesExt of Transducers loaded
└ @ Base loading.jl:1290
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA/oWw5k_dw1Ku.so for CUDA [052768ef-5323-5732-b1bb-66c8b64840ba]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ChainRulesCoreExt/S7fZn_dw1Ku.so for ChainRulesCoreExt [eae2faf6-b232-58cb-a410-7764fda2830c]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/NNlibCUDAExt/Ieugx_dw1Ku.so for NNlibCUDAExt [8a688d86-d2bc-5ad3-8ed1-384f9f2c8cc5]
└ @ Base loading.jl:1051
┌ Debug: Extension NNlibCUDAExt of NNlib loaded
└ @ Base loading.jl:1290
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/SpecialFunctionsExt/9h4VD_dw1Ku.so for SpecialFunctionsExt [1285c0f1-ff9f-5867-b66e-0f359bcf09ba]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/FluxCUDAExt/PRZfT_dw1Ku.so for FluxCUDAExt [dd41ee52-2073-581e-92e8-26baf003f19a]
└ @ Base loading.jl:1051
┌ Warning: Package cuDNN not found in current path.
│ - Run `import Pkg; Pkg.add("cuDNN")` to install the cuDNN package, then restart julia.
│ - If cuDNN is not installed, some Flux functionalities will not be available when running on the GPU.
└ @ FluxCUDAExt ~/.julia/packages/Flux/AQc9Q/ext/FluxCUDAExt/FluxCUDAExt.jl:57
┌ Debug: Extension FluxCUDAExt of Flux loaded
└ @ Base loading.jl:1290
┌ Debug: Extension SpecialFunctionsExt of CUDA loaded
└ @ Base loading.jl:1290
┌ Debug: Extension ChainRulesCoreExt of CUDA loaded
└ @ Base loading.jl:1290

It still reports the cuDNN missing warning though. Then I added cuDNN with import Pkg; Pkg.add("cuDNN"), 

julia> import Pkg; Pkg.add("cuDNN")
┌ Debug: Skipping updating registry General since it is on cooldown: 5 hours, 4 minutes, 54 seconds, 283 milliseconds left
└ @ Pkg.Registry ~/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/stdlib/v1.10/Pkg/src/Registry/Registry.jl:387
   Resolving package versions...
┌ Debug: tiered_resolve: trying PRESERVE_ALL
└ @ Pkg.Operations ~/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/stdlib/v1.10/Pkg/src/Operations.jl:1331
   Installed cuDNN ─ v1.3.0
┌ Debug: Adding include dependency on /lib/x86_64-linux-gnu/libcuda.so.1
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:78
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.so for LazyArtifacts [4af54fe1-eca0-43a8-85a7-787d91b784e3]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Preferences/pWSk8_dw1Ku.so for Preferences [21216c6a-2e73-6563-6e65-726566657250]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JLLWrappers/7Zgw7_dw1Ku.so for JLLWrappers [692b3bcd-3c85-4b1f-b108-f13ce0eb3210]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
└ @ Base loading.jl:1051
┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
┌ Debug: Could not use forward compatibility package (error 804)
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
┌ Debug: Using CUDA_Driver_jll for driver discovery
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:152
┌ Debug: Found CUDA driver at 'libcuda.so.1'
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:179
┌ Debug: CUDA driver version: 12.0.0
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:248
┌ Debug: Selected CUDA toolkit: 12.3.0
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:279
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.so for LazyArtifacts [4af54fe1-eca0-43a8-85a7-787d91b784e3]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Preferences/pWSk8_dw1Ku.so for Preferences [21216c6a-2e73-6563-6e65-726566657250]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JLLWrappers/7Zgw7_dw1Ku.so for JLLWrappers [692b3bcd-3c85-4b1f-b108-f13ce0eb3210]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
└ @ Base loading.jl:1051
┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
┌ Debug: Could not use forward compatibility package (error 804)
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Runtime_jll/Hs50y_vtEcu.so for CUDA_Runtime_jll [76a88914-d11a-5bdc-97e0-2f5a05c973a2]
└ @ Base loading.jl:1051
┌ Debug: Using CUDA_Driver_jll for driver discovery
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:152
┌ Debug: Found CUDA driver at 'libcuda.so.1'
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:179
┌ Debug: CUDA driver version: 12.0.0
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:248
┌ Debug: Selected CUDA toolkit: 12.3.0
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:279
  No Changes to `~/.julia/environments/v1.10/Project.toml`
  No Changes to `~/.julia/environments/v1.10/Manifest.toml`
┌ Debug: Adding include dependency on /lib/x86_64-linux-gnu/libcuda.so.1
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:78
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.so for LazyArtifacts [4af54fe1-eca0-43a8-85a7-787d91b784e3]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Preferences/pWSk8_dw1Ku.so for Preferences [21216c6a-2e73-6563-6e65-726566657250]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JLLWrappers/7Zgw7_dw1Ku.so for JLLWrappers [692b3bcd-3c85-4b1f-b108-f13ce0eb3210]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
└ @ Base loading.jl:1051
┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
┌ Debug: Could not use forward compatibility package (error 804)
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
┌ Debug: Using CUDA_Driver_jll for driver discovery
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:152
┌ Debug: Found CUDA driver at 'libcuda.so.1'
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:179
┌ Debug: CUDA driver version: 12.0.0
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:248
┌ Debug: Selected CUDA toolkit: 12.3.0
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:279
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.so for LazyArtifacts [4af54fe1-eca0-43a8-85a7-787d91b784e3]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Preferences/pWSk8_dw1Ku.so for Preferences [21216c6a-2e73-6563-6e65-726566657250]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JLLWrappers/7Zgw7_dw1Ku.so for JLLWrappers [692b3bcd-3c85-4b1f-b108-f13ce0eb3210]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
└ @ Base loading.jl:1051
┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
┌ Debug: Could not use forward compatibility package (error 804)
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Runtime_jll/Hs50y_vtEcu.so for CUDA_Runtime_jll [76a88914-d11a-5bdc-97e0-2f5a05c973a2]
└ @ Base loading.jl:1051
┌ Debug: Using CUDA_Driver_jll for driver discovery
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:152
┌ Debug: Found CUDA driver at 'libcuda.so.1'
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:179
┌ Debug: CUDA driver version: 12.0.0
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:248
┌ Debug: Selected CUDA toolkit: 12.3.0
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:279
┌ Debug: Adding include dependency on /lib/x86_64-linux-gnu/libcuda.so.1
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:78
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.so for LazyArtifacts [4af54fe1-eca0-43a8-85a7-787d91b784e3]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Preferences/pWSk8_dw1Ku.so for Preferences [21216c6a-2e73-6563-6e65-726566657250]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JLLWrappers/7Zgw7_dw1Ku.so for JLLWrappers [692b3bcd-3c85-4b1f-b108-f13ce0eb3210]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
└ @ Base loading.jl:1051
┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
┌ Debug: Could not use forward compatibility package (error 804)
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
┌ Debug: Using CUDA_Driver_jll for driver discovery
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:152
┌ Debug: Found CUDA driver at 'libcuda.so.1'
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:179
┌ Debug: CUDA driver version: 12.0.0
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:248
┌ Debug: Selected CUDA toolkit: 12.3.0
└ @ Main ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:279
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.so for LazyArtifacts [4af54fe1-eca0-43a8-85a7-787d91b784e3]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Preferences/pWSk8_dw1Ku.so for Preferences [21216c6a-2e73-6563-6e65-726566657250]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JLLWrappers/7Zgw7_dw1Ku.so for JLLWrappers [692b3bcd-3c85-4b1f-b108-f13ce0eb3210]
└ @ Base loading.jl:1051
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
└ @ Base loading.jl:1051
┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
┌ Debug: Could not use forward compatibility package (error 804)
└ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Runtime_jll/Hs50y_vtEcu.so for CUDA_Runtime_jll [76a88914-d11a-5bdc-97e0-2f5a05c973a2]
└ @ Base loading.jl:1051
┌ Debug: Using CUDA_Driver_jll for driver discovery
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:152
┌ Debug: Found CUDA driver at 'libcuda.so.1'
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:179
┌ Debug: CUDA driver version: 12.0.0
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:248
┌ Debug: Selected CUDA toolkit: 12.3.0
└ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:279
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Test/src/Test.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Test/JfdTE_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/OpenLibm_jll/src/OpenLibm_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/OpenLibm_jll/ToVO1_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/Distributed.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SuiteSparse_jll/src/SuiteSparse_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SuiteSparse_jll/ME9At_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Zlib_jll/src/Zlib_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Zlib_jll/xjq3Q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/PCRE2_jll/src/PCRE2_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/PCRE2_jll/8i0KO_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Test/src/logging.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Test/JfdTE_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/clusterserialize.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Zlib_jll/src/Zlib_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Zlib_jll/xjq3Q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Test/src/precompile.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Test/JfdTE_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/cluster.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/SparseArrays.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Zlib_jll/src/Zlib_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Zlib_jll/xjq3Q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/messages.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/readonly.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
Precompiling┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/process_messages.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/abstractsparse.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
 ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/PCRE2_jll/src/PCRE2_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/PCRE2_jll/8i0KO_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/remotecall.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparsematrix.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
project...┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/macros.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparseconvert.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123

┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/workerpool.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparsevector.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/pmap.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/higherorderfns.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
  Progress [>                                        ]  0/154
  ◐ CUDNN_jll
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/managers.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/linalg.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compile┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/Distributed/src/precompile.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/Distributed/Pq94q_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/deprecated.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123
┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/solvers/LibSuiteSparse.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
└ @ Base loading.jl:3123

  ◓ CUDNN_jll
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└ @ Base loading.jl:3123
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└ @ Base loading.jl:3123
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└ @ Base loading.jl:3123
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└ @ Base loading.jl:3123
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└ @ Base loading.jl:3052
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└ @ Base loading.jl:3052
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└ @ Base loading.jl:3052
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└ @ Base loading.jl:3052
┌ Debug: Rejecting cache file /home/lf28/.julia/compiled/v1.10/NNlibCUDACUDNNExt/FP69L_uaCrp.ji because it is for file /home/lf28/.julia/packages/NNlib/aaK3U/ext/NNlibCUDACUDNNExt/NNlibCUDACUDNNExt.jl not file /home/lf28/.julia/packages/NNlib/IOpmE/ext/NNlibCUDACUDNNExt/NNlibCUDACUDNNExt.jl
└ @ Base loading.jl:3107
┌ Debug: Rejecting cache file /home/lf28/.julia/compiled/v1.10/FluxCUDAcuDNNExt/Edj2V_92Ix9.ji because it is for file /home/lf28/.julia/packages/Flux/UsEXa/ext/FluxCUDAcuDNNExt/FluxCUDAcuDNNExt.jl not file /home/lf28/.julia/packages/Flux/AQc9Q/ext/FluxCUDAcuDNNExt/FluxCUDAcuDNNExt.jl
└ @ Base loading.jl:3107
  Progress [===============>                         ]  3/8
  ✓ NNlib → NNlibCUDACUDNNExt
┌ Debug: Rejecting cache file /home/lf28/.julia/compiled/v1.10/FluxCUDAcuDNNExt/Edj2V_zl90n.ji because it is for file /home/lf28/.julia/packages/Flux/UsEXa/ext/FluxCUDAcuDNNExt/FluxCUDAcuDNNExt.jl not file /home/lf28/.julia/packages/Flux/AQ┌ Debug: Rejecting cache file /home/lf28/.julia/compiled/v1.10/FluxCUDAcuDNNExt/Edj2V_vtEcu.ji because it is for file /home/lf28/.julia/packages/Flux/UsEXa/ext/FluxCUDAcuDNNExt/FluxCUDAcuDNNExt.jl not file /home/lf28/.julia/packages/Flux/AQc9Q/ext/FluxCUDAcuDNNExt/FluxCUDAcuDNNExt.jl
└ @ Base loading.jl:3107
┌ Debug: Rejecting cache file /home/lf28/.julia/compiled/v1.10/FluxCUDAcuDNNExt/Edj2V_uaCrp.ji because it is for file /home/lf28/.julia/packages/Flux/ICDMf/ext/FluxCUDAcuDNNExt/FluxCUDAcuDNNExt.jl not file /home/lf28/.julia/packages/Flux/AQc9Q/ext/FluxCUDAcuDNNExt/FluxCUDAcuDNNExt.jl
└ @ Base loading.jl:3107
  4 dependencies successfully precompiled in 11 seconds. 412 already precompiled.
  4 dependencies had output during precompilation:
┌ NNlib → NNlibCUDACUDNNExt
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SuiteSparse_jll/src/SuiteSparse_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SuiteSparse_jll/ME9At_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/SparseArrays.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/readonly.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/abstractsparse.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparsevector.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/higherorderfns.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/linalg.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/deprecated.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/solvers/umfpack.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/solvers/spqr.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/UnsafeAtomics/OuhNJ_dw1Ku.so for UnsafeAtomics [013be700-e6cd-48c3-b4a1-df204f14c38f]
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│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Compat/GSFWK_Ft79S.so for Compat [34da2185-b29b-5c13-b0c7-acf172513d20]
│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  ┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SuiteSparse_jll/ME9At_GIu3N.so for SuiteSparse_jll [bea87d4a-7f5b-5778-9afe-8cc45184846c]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.so for SparseArrays [2f01184e-e22b-5df5-ae63-d93ebab69eaf]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ChainRulesCoreSparseArraysExt/QNMPN_dw1Ku.so for ChainRulesCoreSparseArraysExt [b93a7035-081d-5d9c-b45c-e3eb3a79b0f8]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension ChainRulesCoreSparseArraysExt of ChainRulesCore loaded
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension AdaptStaticArraysExt of Adapt loaded
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│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension StaticArraysChainRulesCoreExt of StaticArrays loaded
│  └ @ Base loading.jl:1290
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CEnum/0gyUJ_dw1Ku.so for CEnum [fa961155-64e5-5f13-b03f-caf6b980ea82]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.so for LazyArtifacts [4af54fe1-eca0-43a8-85a7-787d91b784e3]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JLLWrappers/7Zgw7_dw1Ku.so for JLLWrappers [692b3bcd-3c85-4b1f-b108-f13ce0eb3210]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/LLVMExtra_jll/R9OeX_dw1Ku.so for LLVMExtra_jll [dad2f222-ce93-54a1-a47d-0025e8a3acab]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/LLVM/e8NBy_dw1Ku.so for LLVM [929cbde3-209d-540e-8aea-75f648917ca0]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Using LLVM 15.0.7 at /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/bin/../lib/julia/libLLVM-15jl.so
│  └ @ LLVM ~/.julia/packages/LLVM/OLMpi/src/LLVM.jl:104
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/UnsafeAtomicsLLVM/auDvx_dw1Ku.so for UnsafeAtomicsLLVM [d80eeb9a-aca5-4d75-85e5-170c8b632249]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/KernelAbstractions/aywHT_XpKO6.so for KernelAbstractions [63c18a36-062a-441e-b654-da1e3ab1ce7c]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Requires/IyxeS_dw1Ku.so for Requires [ae029012-a4dd-5104-9daa-d747884805df]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Statistics/ERcPL_dw1Ku.so for Statistics [10745b16-79ce-11e8-11f9-7d13ad32a3b2]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/StaticArraysStatisticsExt/EfhbW_XpKO6.so for StaticArraysStatisticsExt [3453fcb0-342e-5e4a-a93b-f2e19ba3ba0f]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension StaticArraysStatisticsExt of StaticArrays loaded
│  └ @ Base loading.jl:1290
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/NNlib/A7zdE_dw1Ku.so for NNlib [872c559c-99b0-510c-b3b7-b6c96a88d5cd]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ExprTools/eM8wu_dw1Ku.so for ExprTools [e2ba6199-217a-4e67-a87a-7c52f15ade04]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/TimerOutputs/hd2yD_uaCrp.so for TimerOutputs [a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Scratch/ICI1U_dw1Ku.so for Scratch [6c6a2e73-6563-6170-7368-637461726353]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/GPUCompiler/yPwef_dw1Ku.so for GPUCompiler [61eb1bfa-7361-4325-ad38-22787b887f55]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Reexport/bTpYr_dw1Ku.so for Reexport [189a3867-3050-52da-a836-e630ba90ab69]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/GPUArrays/v5u0T_dw1Ku.so for GPUArrays [0c68f7d7-f131-5f86-a1c3-88cf8149b2d7]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/BFloat16s/iiZ8G_X7Hdi.so for BFloat16s [ab4f0b2a-ad5b-11e8-123f-65d77653426b]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/BFloat16sExt/B6KwG_X7Hdi.so for BFloat16sExt [a7f3dfb2-a512-52f2-8e44-f826512b0bb1]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension BFloat16sExt of LLVM loaded
│  └ @ Base loading.jl:1290
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/LLVMLoopInfo/X7sqD_vtEcu.so for LLVMLoopInfo [8b046642-f1f6-4319-8d3c-209ddc03c586]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
│  └ @ Base loading.jl:1051
│  ┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
│  ┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
│  ┌ Debug: Could not use forward compatibility package (error 804)
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Runtime_jll/Hs50y_vtEcu.so for CUDA_Runtime_jll [76a88914-d11a-5bdc-97e0-2f5a05c973a2]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/FixedPointNumbers/Ple2W_dw1Ku.so for FixedPointNumbers [53c48c17-4a7d-5ca2-90c5-79b7896eea93]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ColorTypes/db21U_dw1Ku.so for ColorTypes [3da002f7-5984-5a60-b8a6-cbb66c0b333f]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Colors/NKjaT_dw1Ku.so for Colors [5ae59095-9a9b-59fe-a467-6f913c188581]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/NVTX_jll/a4RQP_vtEcu.so for NVTX_jll [e98f9f5b-d649-5603-91fd-7774390e6439]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JuliaNVTXCallbacks_jll/EQzo6_vtEcu.so for JuliaNVTXCallbacks_jll [9c1d0b0a-7046-5b2e-a33f-ea22f176ac7e]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/NVTX/s1i2n_dw1Ku.so for NVTX [5da4648a-3479-48b8-97b9-01cb529c0a1f]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/RandomNumbers/pgCpR_dw1Ku.so for RandomNumbers [e6cf234a-135c-5ec9-84dd-332b85af5143]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Random123/1imiM_dw1Ku.so for Random123 [74087812-796a-5b5d-8853-05524746bad3]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/DataValueInterfaces/9Lpkp_dw1Ku.so for DataValueInterfaces [e2d170a0-9d28-54be-80f0-106bbe20a464]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/DataAPI/3a8mN_dw1Ku.so for DataAPI [9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/IteratorInterfaceExtensions/N0h8q_dw1Ku.so for IteratorInterfaceExtensions [82899510-4779-5014-852e-03e436cf321d]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/TableTraits/I6SaN_dw1Ku.so for TableTraits [3783bdb8-4a98-5b6b-af9a-565f29a5fe9c]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/OrderedCollections/LtT3J_dw1Ku.so for OrderedCollections [bac558e1-5e72-5ebc-8fee-abe8a469f55d]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Tables/Z804B_dw1Ku.so for Tables [bd369af6-aec1-5ad0-b16a-f7cc5008161c]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/StringManipulation/4nJQd_dw1Ku.so for StringManipulation [892a3eda-7b42-436c-8928-eab12a02cf0e]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Crayons/TXPcU_dw1Ku.so for Crayons [a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/LaTeXStrings/H4HGh_dw1Ku.so for LaTeXStrings [b964fa9f-0449-5b57-a5c2-d3ea65f4040f]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/PrettyTables/kRdcL_dw1Ku.so for PrettyTables [08abe8d2-0d0c-5749-adfa-8a2ac140af0d]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/DataStructures/xKiwJ_Ft79S.so for DataStructures [864edb3b-99cc-5e75-8d2d-829cb0a9cfe8]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/SortingAlgorithms/6dCmw_Ft79S.so for SortingAlgorithms [a2af1166-a08f-5f64-846c-94a0d3cef48c]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/PooledArrays/vi11X_dw1Ku.so for PooledArrays [2dfb63ee-cc39-5dd5-95bd-886bf059d720]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Missings/wLfgT_dw1Ku.so for Missings [e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/InvertedIndices/0P8C6_dw1Ku.so for InvertedIndices [41ab1584-1d38-5bbf-9106-f11c6c58b48f]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/SentinelArrays/uMYVe_dw1Ku.so for SentinelArrays [91c51154-3ec4-41a3-a24f-3f23e20d615c]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Parsers/833b9_dw1Ku.so for Parsers [69de0a69-1ddd-5017-9359-2bf0b02dc9f0]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/InlineStrings/prmY3_X7Hdi.so for InlineStrings [842dd82b-1e85-43dc-bf29-5d0ee9dffc48]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/DataFrames/AR9oZ_dw1Ku.so for DataFrames [a93c6f00-e57d-5684-b7b6-d8193f3e46c0]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/AbstractFFTs/Di3HZ_dw1Ku.so for AbstractFFTs [621f4979-c628-5d54-868e-fcf4e3e8185c]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/AbstractFFTsChainRulesCoreExt/g4vnt_dw1Ku.so for AbstractFFTsChainRulesCoreExt [07c0d231-1838-56d6-9ec8-835e5b9b958e]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension AbstractFFTsChainRulesCoreExt of AbstractFFTs loaded
│  └ @ Base loading.jl:1290
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA/oWw5k_dw1Ku.so for CUDA [052768ef-5323-5732-b1bb-66c8b64840ba]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ChainRulesCoreExt/S7fZn_dw1Ku.so for ChainRulesCoreExt [eae2faf6-b232-58cb-a410-7764fda2830c]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/NNlibCUDAExt/Ieugx_dw1Ku.so for NNlibCUDAExt [8a688d86-d2bc-5ad3-8ed1-384f9f2c8cc5]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension NNlibCUDAExt of NNlib loaded
│  └ @ Base loading.jl:1290
│  ┌ Debug: Extension ChainRulesCoreExt of CUDA loaded
│  └ @ Base loading.jl:1290
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDNN_jll/wC1gq_dw1Ku.so for CUDNN_jll [62b44479-cb7b-5706-934f-f13b2eb2e645]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/cuDNN/awbES_dw1Ku.so for cuDNN [02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd]
│  └ @ Base loading.jl:1051
└  
┌ CUDNN_jll
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Loading object cache file /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.so for LazyArtifacts [4af54fe1-eca0-43a8-85a7-787d91b784e3]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Preferences/pWSk8_dw1Ku.so for Preferences [21216c6a-2e73-6563-6e65-726566657250]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JLLWrappers/7Zgw7_dw1Ku.so for JLLWrappers [692b3bcd-3c85-4b1f-b108-f13ce0eb3210]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
│  └ @ Base loading.jl:1051
│  ┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
│  ┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
│  ┌ Debug: Could not use forward compatibility package (error 804)
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Runtime_jll/Hs50y_vtEcu.so for CUDA_Runtime_jll [76a88914-d11a-5bdc-97e0-2f5a05c973a2]
│  └ @ Base loading.jl:1051
│  ┌ Debug: Using CUDA_Driver_jll for driver discovery
│  └ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:152
│  ┌ Debug: Found CUDA driver at 'libcuda.so.1'
│  └ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:179
│  ┌ Debug: CUDA driver version: 12.0.0
│  └ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:248
│  ┌ Debug: Selected CUDA toolkit: 12.3.0
│  └ @ CUDA_Runtime_jll ~/.julia/packages/CUDA_Runtime_jll/bmudn/.pkg/platform_augmentation.jl:279
└  
┌ Flux → FluxCUDAcuDNNExt
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SuiteSparse_jll/src/SuiteSparse_jll.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SuiteSparse_jll/ME9At_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/SparseArrays.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/readonly.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/abstractsparse.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparsematrix.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparseconvert.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/SparseArrays/src/sparsevector.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/SparseArrays/P9ieR_GIu3N.ji, since it is a stdlib
│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  ┌ Debug: Extension BFloat16sExt of LLVM loaded
│  └ @ Base loading.jl:1290
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│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
│  └ @ Base loading.jl:1051
│  ┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
│  ┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
│  ┌ Debug: Could not use forward compatibility package (error 804)
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Runtime_jll/Hs50y_vtEcu.so for CUDA_Runtime_jll [76a88914-d11a-5bdc-97e0-2f5a05c973a2]
│  └ @ Base loading.jl:1051
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│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/ColorTypes/db21U_dw1Ku.so for ColorTypes [3da002f7-5984-5a60-b8a6-cbb66c0b333f]
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│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/Colors/NKjaT_dw1Ku.so for Colors [5ae59095-9a9b-59fe-a467-6f913c188581]
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│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension ZygoteColorsExt of Zygote loaded
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│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/JuliaNVTXCallbacks_jll/EQzo6_vtEcu.so for JuliaNVTXCallbacks_jll [9c1d0b0a-7046-5b2e-a33f-ea22f176ac7e]
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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└  
┌ cuDNN
│  ┌ Debug: Skipping mtime check for file /cache/build/builder-amdci4-6/julialang/julia-release-1-dot-10/usr/share/julia/stdlib/v1.10/LazyArtifacts/src/LazyArtifacts.jl used by /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/share/julia/compiled/v1.10/LazyArtifacts/MRP8l_GIu3N.ji, since it is a stdlib
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:3123
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
│  ┌ Debug: Using LLVM 15.0.7 at /home/lf28/.julia/juliaup/julia-1.10.0+0.x64.linux.gnu/bin/../lib/julia/libLLVM-15jl.so
│  └ @ LLVM ~/.julia/packages/LLVM/OLMpi/src/LLVM.jl:104
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
│  ┌ Debug: Extension BFloat16sExt of LLVM loaded
│  └ @ Base loading.jl:1290
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│  └ @ Base loading.jl:1051
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Driver_jll/QJyk7_vtEcu.so for CUDA_Driver_jll [4ee394cb-3365-5eb0-8335-949819d2adfc]
│  └ @ Base loading.jl:1051
│  ┌ Debug: System CUDA driver found at libcuda.so.1, detected as version 12.0.0
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:130
│  ┌ Debug: Forward-compatible CUDA driver found at /home/lf28/.julia/artifacts/a069a1ea4826d942127059fd24ef53bee56acc31/lib/libcuda.so; known to be version 12.3.0
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:184
│  ┌ Debug: Could not use forward compatibility package (error 804)
│  └ @ CUDA_Driver_jll ~/.julia/packages/CUDA_Driver_jll/e86kc/src/wrappers/x86_64-linux-gnu.jl:192
│  ┌ Debug: Loading object cache file /home/lf28/.julia/compiled/v1.10/CUDA_Runtime_jll/Hs50y_vtEcu.so for CUDA_Runtime_jll [76a88914-d11a-5bdc-97e0-2f5a05c973a2]
│  └ @ Base loading.jl:1051
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│  └ @ Base loading.jl:1051
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└

After this, it seems julia> using Flux, CUDA works fine again; there is no "cuDNN not available" complaint again. But I still don't know what caused the problem in the first place.

Thank you so much.

maleadt commented 9 months ago

But I still don't know what caused the problem in the first place.

When CUDNN_jll was initially precompiled, CUDA couldn't be detected. This could be a bug on our side, or it can happen when installing the CUDA driver after installing CUDNN_jll. The latter is fairly hard to improve. I'll open an issue to track it though.