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Missing Enzyme.make_zero in Enzyme extension leads to incorrect behaviour #2598

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utkinis opened this issue Dec 17, 2024 · 1 comment
Open

Missing Enzyme.make_zero in Enzyme extension leads to incorrect behaviour #2598

utkinis opened this issue Dec 17, 2024 · 1 comment
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@wsmoses
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@utkinis
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utkinis commented Dec 17, 2024 •
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Describe the bug

Enzyme.make_zero(CuArray) doesn't create a new array of the same shape filled with zeros, but instead returns the same array.

To reproduce

The Minimal Working Example (MWE) for this bug:

julia> using CUDA, Enzyme

julia> A = CUDA.rand(1)
1-element CuArray{Float32, 1, CUDA.DeviceMemory}:
 0.068770334

julia> make_zero(A) == A
true

julia> B = rand(1)
1-element Vector{Float64}:
 0.12168917809683022

julia> make_zero(B) == B
false
Manifest.toml 

# This file is machine-generated - editing it directly is not advised

julia_version = "1.11.2"
manifest_format = "2.0"
project_hash = "57d037849675302a0a03d435d68de9cca46527c2"

[[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 = "50c3c56a52972d78e8be9fd135bfb91c9574c140"
uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
version = "4.1.1"
weakdeps = ["StaticArrays"]

    [deps.Adapt.extensions]
    AdaptStaticArraysExt = "StaticArrays"

[[deps.ArgTools]]
uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
version = "1.1.2"

[[deps.Artifacts]]
uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
version = "1.11.0"

[[deps.Atomix]]
deps = ["UnsafeAtomics"]
git-tree-sha1 = "c3b238aa28c1bebd4b5ea4988bebf27e9a01b72b"
uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458"
version = "1.0.1"

    [deps.Atomix.extensions]
    AtomixCUDAExt = "CUDA"
    AtomixMetalExt = "Metal"
    AtomixoneAPIExt = "oneAPI"

    [deps.Atomix.weakdeps]
    CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
    Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
    oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b"

[[deps.BFloat16s]]
deps = ["LinearAlgebra", "Printf", "Random", "Test"]
git-tree-sha1 = "2c7cc21e8678eff479978a0a2ef5ce2f51b63dff"
uuid = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
version = "0.5.0"

[[deps.Base64]]
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
version = "1.11.0"

[[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", "demumble_jll"]
git-tree-sha1 = "e0725a467822697171af4dae15cec10b4fc19053"
uuid = "052768ef-5323-5732-b1bb-66c8b64840ba"
version = "5.5.2"

    [deps.CUDA.extensions]
    ChainRulesCoreExt = "ChainRulesCore"
    EnzymeCoreExt = "EnzymeCore"
    SpecialFunctionsExt = "SpecialFunctions"

    [deps.CUDA.weakdeps]
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
    SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"

[[deps.CUDA_Driver_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "14996d716a2eaaeccfc8d7bc854dd87fde720ac1"
uuid = "4ee394cb-3365-5eb0-8335-949819d2adfc"
version = "0.10.4+0"

[[deps.CUDA_Runtime_Discovery]]
deps = ["Libdl"]
git-tree-sha1 = "33576c7c1b2500f8e7e6baa082e04563203b3a45"
uuid = "1af6417a-86b4-443c-805f-a4643ffb695f"
version = "0.3.5"

[[deps.CUDA_Runtime_jll]]
deps = ["Artifacts", "CUDA_Driver_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
git-tree-sha1 = "17f1536c600133f7c4113bae0a2d98dbf27c7ebc"
uuid = "76a88914-d11a-5bdc-97e0-2f5a05c973a2"
version = "0.15.5+0"

[[deps.ColorTypes]]
deps = ["FixedPointNumbers", "Random"]
git-tree-sha1 = "c7acce7a7e1078a20a285211dd73cd3941a871d6"
uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
version = "0.12.0"

    [deps.ColorTypes.extensions]
    StyledStringsExt = "StyledStrings"

    [deps.ColorTypes.weakdeps]
    StyledStrings = "f489334b-da3d-4c2e-b8f0-e476e12c162b"

[[deps.Colors]]
deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
git-tree-sha1 = "64e15186f0aa277e174aa81798f7eb8598e0157e"
uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
version = "0.13.0"

[[deps.Compat]]
deps = ["TOML", "UUIDs"]
git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
version = "4.16.0"
weakdeps = ["Dates", "LinearAlgebra"]

    [deps.Compat.extensions]
    CompatLinearAlgebraExt = "LinearAlgebra"

[[deps.CompilerSupportLibraries_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
version = "1.1.1+0"

[[deps.Crayons]]
git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
version = "4.1.1"

[[deps.DataAPI]]
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[[deps.DataFrames]]
deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
git-tree-sha1 = "fb61b4812c49343d7ef0b533ba982c46021938a6"
uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
version = "1.7.0"

[[deps.DataStructures]]
deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
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[[deps.DataValueInterfaces]]
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version = "1.0.0"

[[deps.Dates]]
deps = ["Printf"]
uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
version = "1.11.0"

[[deps.Downloads]]
deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
version = "1.6.0"

[[deps.Enzyme]]
deps = ["CEnum", "EnzymeCore", "Enzyme_jll", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "ObjectFile", "PrecompileTools", "Preferences", "Printf", "Random", "SparseArrays"]
git-tree-sha1 = "40f76a10909b3633fcc07413c33a59d63f72116e"
uuid = "7da242da-08ed-463a-9acd-ee780be4f1d9"
version = "0.13.24"

    [deps.Enzyme.extensions]
    EnzymeBFloat16sExt = "BFloat16s"
    EnzymeChainRulesCoreExt = "ChainRulesCore"
    EnzymeLogExpFunctionsExt = "LogExpFunctions"
    EnzymeSpecialFunctionsExt = "SpecialFunctions"
    EnzymeStaticArraysExt = "StaticArrays"

    [deps.Enzyme.weakdeps]
    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
    LogExpFunctions = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
    SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"

[[deps.EnzymeCore]]
git-tree-sha1 = "0cdb7af5c39e92d78a0ee8d0a447d32f7593137e"
uuid = "f151be2c-9106-41f4-ab19-57ee4f262869"
version = "0.8.8"
weakdeps = ["Adapt"]

    [deps.EnzymeCore.extensions]
    AdaptExt = "Adapt"

[[deps.Enzyme_jll]]
deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
git-tree-sha1 = "e27c2863bf92622bcf89465c078379b8c2c61d2d"
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[[deps.ExprTools]]
git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
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[[deps.FileWatching]]
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version = "1.11.0"

[[deps.FixedPointNumbers]]
deps = ["Statistics"]
git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172"
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version = "0.8.5"

[[deps.Future]]
deps = ["Random"]
uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
version = "1.11.0"

[[deps.GPUArrays]]
deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
git-tree-sha1 = "62ee71528cca49be797076a76bdc654a170a523e"
uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
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[[deps.GPUArraysCore]]
deps = ["Adapt"]
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version = "0.1.6"

[[deps.GPUCompiler]]
deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "PrecompileTools", "Preferences", "Scratch", "Serialization", "TOML", "TimerOutputs", "UUIDs"]
git-tree-sha1 = "1d6f290a5eb1201cd63574fbc4440c788d5cb38f"
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[[deps.InlineStrings]]
git-tree-sha1 = "45521d31238e87ee9f9732561bfee12d4eebd52d"
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version = "1.4.2"

    [deps.InlineStrings.extensions]
    ArrowTypesExt = "ArrowTypes"
    ParsersExt = "Parsers"

    [deps.InlineStrings.weakdeps]
    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
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[[deps.InteractiveUtils]]
deps = ["Markdown"]
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[[deps.InvertedIndices]]
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[[deps.IteratorInterfaceExtensions]]
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[[deps.JLLWrappers]]
deps = ["Artifacts", "Preferences"]
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[[deps.JuliaNVTXCallbacks_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
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uuid = "9c1d0b0a-7046-5b2e-a33f-ea22f176ac7e"
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[[deps.KernelAbstractions]]
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uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
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weakdeps = ["EnzymeCore", "LinearAlgebra", "SparseArrays"]

    [deps.KernelAbstractions.extensions]
    EnzymeExt = "EnzymeCore"
    LinearAlgebraExt = "LinearAlgebra"
    SparseArraysExt = "SparseArrays"

[[deps.LLVM]]
deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"]
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weakdeps = ["BFloat16s"]

    [deps.LLVM.extensions]
    BFloat16sExt = "BFloat16s"

[[deps.LLVMExtra_jll]]
deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
git-tree-sha1 = "05a8bd5a42309a9ec82f700876903abce1017dd3"
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version = "0.0.34+0"

[[deps.LLVMLoopInfo]]
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[[deps.LaTeXStrings]]
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[[deps.LibCURL]]
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[[deps.LibCURL_jll]]
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[[deps.LibGit2]]
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[[deps.LibGit2_jll]]
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[[deps.LibSSH2_jll]]
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[[deps.NVTX]]
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[[deps.Pkg]]
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uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
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    [deps.Pkg.extensions]
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    [deps.Pkg.weakdeps]
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[[deps.PooledArrays]]
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[[deps.PrecompileTools]]
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[[deps.PrettyTables]]
deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
git-tree-sha1 = "1101cd475833706e4d0e7b122218257178f48f34"
uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
version = "2.4.0"

[[deps.Printf]]
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
version = "1.11.0"

[[deps.Random]]
deps = ["SHA"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
version = "1.11.0"

[[deps.Random123]]
deps = ["Random", "RandomNumbers"]
git-tree-sha1 = "4743b43e5a9c4a2ede372de7061eed81795b12e7"
uuid = "74087812-796a-5b5d-8853-05524746bad3"
version = "1.7.0"

[[deps.RandomNumbers]]
deps = ["Random"]
git-tree-sha1 = "c6ec94d2aaba1ab2ff983052cf6a606ca5985902"
uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143"
version = "1.6.0"

[[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 = "712fb0231ee6f9120e005ccd56297abbc053e7e0"
uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
version = "1.4.8"

[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
version = "1.11.0"

[[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 = "1.11.0"

[[deps.StaticArrays]]
deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
git-tree-sha1 = "777657803913ffc7e8cc20f0fd04b634f871af8f"
uuid = "90137ffa-7385-5640-81b9-e52037218182"
version = "1.9.8"

    [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 = "192954ef1208c7019899fbf8049e717f92959682"
uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
version = "1.4.3"

[[deps.Statistics]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
version = "1.11.1"
weakdeps = ["SparseArrays"]

    [deps.Statistics.extensions]
    SparseArraysExt = ["SparseArrays"]

[[deps.StringManipulation]]
deps = ["PrecompileTools"]
git-tree-sha1 = "a6b1675a536c5ad1a60e5a5153e1fee12eb146e3"
uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
version = "0.4.0"

[[deps.StructIO]]
git-tree-sha1 = "c581be48ae1cbf83e899b14c07a807e1787512cc"
uuid = "53d494c1-5632-5724-8f4c-31dff12d585f"
version = "0.3.1"

[[deps.SuiteSparse_jll]]
deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
version = "7.7.0+0"

[[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", "OrderedCollections", "TableTraits"]
git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
version = "1.12.0"

[[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"
version = "1.11.0"

[[deps.TimerOutputs]]
deps = ["ExprTools", "Printf"]
git-tree-sha1 = "d7298ebdfa1654583468a487e8e83fae9d72dac3"
uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
version = "0.5.26"

[[deps.UUIDs]]
deps = ["Random", "SHA"]
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
version = "1.11.0"

[[deps.Unicode]]
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
version = "1.11.0"

[[deps.UnsafeAtomics]]
git-tree-sha1 = "b13c4edda90890e5b04ba24e20a310fbe6f249ff"
uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
version = "0.3.0"
weakdeps = ["LLVM"]

    [deps.UnsafeAtomics.extensions]
    UnsafeAtomicsLLVM = ["LLVM"]

[[deps.Zlib_jll]]
deps = ["Libdl"]
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
version = "1.2.13+1"

[[deps.demumble_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "6498e3581023f8e530f34760d18f75a69e3a4ea8"
uuid = "1e29f10c-031c-5a83-9565-69cddfc27673"
version = "1.3.0+0"

[[deps.libblastrampoline_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
version = "5.11.0+0"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.59.0+0"

[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.4.0+2"

Expected behavior

make_zero should return the zero-initialised copy of the CUDA device array.

Version info

Details on Julia:

Julia Version 1.11.2
Commit 5e9a32e7af2 (2024-12-01 20:02 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 32 × AMD EPYC 7282 16-Core Processor
  WORD_SIZE: 64
  LLVM: libLLVM-16.0.6 (ORCJIT, znver2)
Threads: 4 default, 0 interactive, 2 GC (on 32 virtual cores)
Environment:
  JULIA_HDF5_PATH = /scratch-1/soft/spack/opt/spack/linux-ubuntu20.04-zen2/gcc-9.4.0/hdf5-1.14.3-hzicuphosrqicmxhl66fzdjdkjkmzxdy
  JULIA_LOAD_PATH = :/scratch-1/julia_prefs/
  JULIA_NUM_THREADS = 4

Details on CUDA:

CUDA runtime 12.3, local installation
CUDA driver 12.3
NVIDIA driver 545.23.8

CUDA libraries: 
- CUBLAS: 12.3.4
- CURAND: 10.3.4
- CUFFT: 11.0.12
- CUSOLVER: 11.5.4
- CUSPARSE: 12.2.0
- CUPTI: 2023.3.1 (API 21.0.0)
- NVML: 12.0.0+545.23.8

Julia packages: 
- CUDA: 5.5.2
- CUDA_Driver_jll: 0.10.4+0
- CUDA_Runtime_jll: 0.15.5+0
- CUDA_Runtime_Discovery: 0.3.5

Toolchain:
- Julia: 1.11.2
- LLVM: 16.0.6

Preferences:
- CUDA_Runtime_jll.version: local

8 devices:
  0: NVIDIA A100-SXM4-40GB (sm_80, 38.893 GiB / 40.000 GiB available)
  1: NVIDIA A100-SXM4-40GB (sm_80, 39.385 GiB / 40.000 GiB available)
  2: NVIDIA A100-SXM4-40GB (sm_80, 30.848 GiB / 40.000 GiB available)
  3: NVIDIA A100-SXM4-40GB (sm_80, 30.848 GiB / 40.000 GiB available)
  4: NVIDIA A100-SXM4-40GB (sm_80, 30.848 GiB / 40.000 GiB available)
  5: NVIDIA A100-SXM4-40GB (sm_80, 30.848 GiB / 40.000 GiB available)
  6: NVIDIA A100-SXM4-40GB (sm_80, 39.385 GiB / 40.000 GiB available)
  7: NVIDIA A100-SXM4-40GB (sm_80, 39.385 GiB / 40.000 GiB available)

Additional context

Related to EnzymeAD/Enzyme.jl#2186
@utkinis utkinis added the bug Something isn't working label Dec 17, 2024
@maleadt maleadt added upstream Somebody else's problem. and removed bug Something isn't working labels Dec 17, 2024
@wsmoses wsmoses added the enzyme label Dec 18, 2024
@wsmoses
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wsmoses commented Dec 18, 2024

@maleadt I made a new Enzyme label if that's fine (and I'll autoassign/handle any such issues)

@wsmoses wsmoses self-assigned this Dec 18, 2024
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