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doc/release/upcoming_changes/27119.performance.rst
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+* NumPy now uses fast-on-failure attribute lookups for protocols.
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+ This can greatly reduce overheads of function calls or array creation
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+ especially with custom Python objects. The largest improvements
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+ will be seen on Python 3.12 or newer.
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