docs: make Enzyme warning more visible #808
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cc @wsmoses, trying to make this as visible and explicit as I can |
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #808 +/- ##
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Coverage 97.93% 97.93%
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Files 128 128
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The warning now looks like this on the README:
Caution
Note that in some cases, going through DifferentiationInterface.jl might be slower or cause more errors than a direct call to the backend’s API. This is especially true for Enzyme.jl, whose handling of activities and multiple arguments is not fully supported here. We are working on this challenge, and welcome any suggestions or contributions. Meanwhile, if differentiation fails or takes too long, consider using Enzyme.jl through its native API instead.
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