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Use CUDAToolkit, fix #2833 #3087

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@Tobias-Fischer
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This has been working in conda-forge for quite some time without issues.

@Tobias-Fischer
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CI fails because CUDA is now enforced, should be easy to set the relevant flag to OFF. Note that CUDA is currently silently failing in the current CI.

I won't have time to develop this further, but if someone wants to take over, please feel free to :)

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