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update test to CUDA
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test/gpu/Project.toml

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[deps]
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CuArrays = "3a865a2d-5b23-5a0f-bc46-62713ec82fae"
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CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"

test/test_gpu_ad.jl

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using SparseDiffTools, CuArrays, Test, LinearAlgebra
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using SparseDiffTools, CUDA, Test, LinearAlgebra
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using ArrayInterface: allowed_getindex, allowed_setindex!
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function f(dx,x)
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dx[2:end-1] = x[1:end-2] - 2x[2:end-1] + x[3:end]

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