REPL crashes on optimization with Enzyme computed gradients

[SouthEndMusic]

I haven't been able to reproduce this in a small MWE, but the code below is runnable with my unreleased package SplineGrids.jl:

using SplineGrids
using Enzyme
using Optimization
using OptimizationOptimJL: GradientDescent
using Accessors

image_array = rand(275, 225)

n_control_points = (40, 40)
degree = (2, 2)
n_sample_points = size(image_array)
dim_out = 1

spline_dimensions = SplineDimension.(n_control_points, degree, n_sample_points)
spline_grid = SplineGrid(spline_dimensions, dim_out)
spline_grid.control_points .= 0

# Loss function
function image_loss(control_points_flat, spline_grid)
    @reset spline_grid.control_points = reshape(control_points_flat, (n_control_points..., dim_out))
    evaluate!(spline_grid)
    out = zero(eltype(image_array))
    for I in eachindex(image_array)
        out += (spline_grid.eval[I] - image_array[I])^2
    end
    out /= length(control_points_flat)
    out = sqrt(out)
    return out
end

# Loss function gradient
function image_loss_grad!(G, control_points_flat, p)::Nothing
    make_zero!(G)
    make_zero!(p.dspline_grid.eval)
    make_zero!(p.dspline_grid.basis_function_products)
    for spline_dimension in p.dspline_grid.spline_dimensions
        make_zero!(spline_dimension.eval)
    end
    autodiff(
        Reverse,
        image_loss,
        Active,
        Duplicated(control_points_flat, G),
        Duplicated(p.spline_grid, p.dspline_grid)
    )
    return nothing
end

# Initial guess
x0 = zeros(prod(n_control_points))

dspline_grid = make_zero(spline_grid)
prob = OptimizationProblem(
    OptimizationFunction((x, p) -> image_loss(x, spline_grid); grad=image_loss_grad!),
    x0,
    (; spline_grid, dspline_grid),
)

# Optimize
solve(prob, GradientDescent())

Please submit a bug report with steps to reproduce this fault, and any error messages that follow (in their entirety). Thanks.
Exception: EXCEPTION_ACCESS_VIOLATION at 0x7ffbdd6f77ec -- gc_try_claim_and_push at C:/workdir/src\gc.c:1834 [inlined]
gc_mark_obj16 at C:/workdir/src\gc.c:1888
in expression starting at c:\Users\konin_bt\OneDrive - Stichting Deltares\Documents\SplineGrids_development\mwe.jl:60
gc_try_claim_and_push at C:/workdir/src\gc.c:1834 [inlined]
gc_mark_obj16 at C:/workdir/src\gc.c:1888
gc_mark_outrefs at C:/workdir/src\gc.c:2647 [inlined]
gc_mark_and_steal at C:/workdir/src\gc.c:2739
gc_mark_loop_parallel at C:/workdir/src\gc.c:2878 [inlined]
gc_mark_loop at C:/workdir/src\gc.c:2897 [inlined]
gc_mark_loop at C:/workdir/src\gc.c:2891 [inlined]
_jl_gc_collect at C:/workdir/src\gc.c:3227
ijl_gc_collect at C:/workdir/src\gc.c:3524
maybe_collect at C:/workdir/src\gc.c:937 [inlined]
jl_gc_pool_alloc_inner at C:/workdir/src\gc.c:1293 [inlined]
ijl_gc_pool_alloc at C:/workdir/src\gc.c:1341
getproperty at .\Base.jl:37 [inlined]
augmented_julia_getproperty_8984wrap at .\Base.jl:0
macro expansion at C:\Users\konin_bt\.julia\packages\Enzyme\haqjK\src\compiler.jl:5204 [inlined]
enzyme_call at C:\Users\konin_bt\.julia\packages\Enzyme\haqjK\src\compiler.jl:4750 [inlined]
AugmentedForwardThunk at C:\Users\konin_bt\.julia\packages\Enzyme\haqjK\src\compiler.jl:4686 [inlined]
runtime_generic_augfwd at C:\Users\konin_bt\.julia\packages\Enzyme\haqjK\src\rules\jitrules.jl:480
unknown function (ip: 000002734a63dc42)
image_loss at c:\Users\konin_bt\OneDrive - Stichting Deltares\Documents\SplineGrids_development\mwe.jl:24 [inlined]
image_loss at c:\Users\konin_bt\OneDrive - Stichting Deltares\Documents\SplineGrids_development\mwe.jl:0 [inlined]
augmented_julia_image_loss_3430_inner_1wrap at c:\Users\konin_bt\OneDrive - Stichting Deltares\Documents\SplineGrids_development\mwe.jl:0        
unknown function (ip: 00000000fffffdff)
Allocations: 118805991 (Pool: 118636140; Big: 169851); GC: 121

My package uses KernelAbstractions.jl under the hood. When I got rid of the @reset call the problem dissappeared.

[vchuravy]

Can you post a Project.toml + Manifest.toml?

[SouthEndMusic]

Project.toml:

[deps]
Accessors = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
Optimization = "7f7a1694-90dd-40f0-9382-eb1efda571ba"
OptimizationOptimJL = "36348300-93cb-4f02-beb5-3c3902f8871e"
Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
SplineGrids = "59c446ea-fb23-41e3-bcd2-697fa0a242d6"

Manifest.toml (note the local path for SplineGrids.jl):

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

julia_version = "1.10.7"
manifest_format = "2.0"
project_hash = "29c5703dee934457a6c932537edb284fad4ac247"

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version = "1.11.0"
weakdeps = ["ChainRulesCore", "ConstructionBase", "EnzymeCore"]

    [deps.ADTypes.extensions]
    ADTypesChainRulesCoreExt = "ChainRulesCore"
    ADTypesConstructionBaseExt = "ConstructionBase"
    ADTypesEnzymeCoreExt = "EnzymeCore"

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deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631"
uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
version = "1.5.2+4"

[[deps.Xorg_libXrender_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
git-tree-sha1 = "47e45cd78224c53109495b3e324df0c37bb61fbe"
uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
version = "0.9.11+0"

[[deps.Xorg_libpthread_stubs_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "fee57a273563e273f0f53275101cd41a8153517a"
uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
version = "0.1.1+1"

[[deps.Xorg_libxcb_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
git-tree-sha1 = "1a74296303b6524a0472a8cb12d3d87a78eb3612"
uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
version = "1.17.0+1"

[[deps.Xorg_libxkbfile_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
git-tree-sha1 = "730eeca102434283c50ccf7d1ecdadf521a765a4"
uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
version = "1.1.2+0"

[[deps.Xorg_xcb_util_image_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
version = "0.4.0+1"

[[deps.Xorg_xcb_util_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
version = "0.4.0+1"

[[deps.Xorg_xcb_util_keysyms_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
version = "0.4.0+1"

[[deps.Xorg_xcb_util_renderutil_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
version = "0.3.9+1"

[[deps.Xorg_xcb_util_wm_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
version = "0.4.1+1"

[[deps.Xorg_xkbcomp_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"]
git-tree-sha1 = "330f955bc41bb8f5270a369c473fc4a5a4e4d3cb"
uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
version = "1.4.6+0"

[[deps.Xorg_xkeyboard_config_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"]
git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3"
uuid = "33bec58e-1273-512f-9401-5d533626f822"
version = "2.39.0+0"

[[deps.Xorg_xtrans_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "b9ead2d2bdb27330545eb14234a2e300da61232e"
uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
version = "1.5.0+1"

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

[[deps.Zstd_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "555d1076590a6cc2fdee2ef1469451f872d8b41b"
uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
version = "1.5.6+1"

[[deps.fzf_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "6e50f145003024df4f5cb96c7fce79466741d601"
uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
version = "0.56.3+0"

[[deps.isoband_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "51b5eeb3f98367157a7a12a1fb0aa5328946c03c"
uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4"
version = "0.2.3+0"

[[deps.libaom_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "1827acba325fdcdf1d2647fc8d5301dd9ba43a9d"
uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
version = "3.9.0+0"

[[deps.libass_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e"
uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
version = "0.15.2+0"

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

[[deps.libdecor_jll]]
deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"]
git-tree-sha1 = "9bf7903af251d2050b467f76bdbe57ce541f7f4f"
uuid = "1183f4f0-6f2a-5f1a-908b-139f9cdfea6f"
version = "0.2.2+0"

[[deps.libfdk_aac_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38"
uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
version = "2.0.3+0"

[[deps.libpng_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "b70c870239dc3d7bc094eb2d6be9b73d27bef280"
uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
version = "1.6.44+0"

[[deps.libsixel_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
git-tree-sha1 = "7dfa0fd9c783d3d0cc43ea1af53d69ba45c447df"
uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
version = "1.10.3+1"

[[deps.libvorbis_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3"
uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
version = "1.3.7+2"

[[deps.libwebp_jll]]
deps = ["Artifacts", "Giflib_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libglvnd_jll", "Libtiff_jll", "libpng_jll"]
git-tree-sha1 = "ccbb625a89ec6195856a50aa2b668a5c08712c94"
uuid = "c5f90fcd-3b7e-5836-afba-fc50a0988cb2"
version = "1.4.0+0"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.52.0+1"

[[deps.oneTBB_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "7d0ea0f4895ef2f5cb83645fa689e52cb55cf493"
uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e"
version = "2021.12.0+0"

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

[[deps.x264_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
version = "2021.5.5+0"

[[deps.x265_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
version = "3.5.0+0"

[[deps.xkbcommon_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
git-tree-sha1 = "9c304562909ab2bab0262639bd4f444d7bc2be37"
uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
version = "1.4.1+1"