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Add warnings/errors on CPU kernels when called with GPU arrays  #523

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@ToucheSir

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@ToucheSir

FluxML/model-zoo#400 is but the most recent example of where this would help. Now that we have package extensions, this should be pretty trivial. In total there are probably less than a dozen conv + pooling functions to cover, I think.

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