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Support new features in NumPy 1.24 #7250

@kmaehashi

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@kmaehashi

Support NumPy 1.24 features. I've extracted items related to CuPy from the Release Notes:

  • New attribute symbol added to polynomial classes
  • New function np.show_runtime
  • strict option for testing.assert_array_equal
  • New parameter equal_nan added to np.unique
  • casting and dtype keyword arguments for numpy.stack
  • casting and dtype keyword arguments for numpy.vstack
  • casting and dtype keyword arguments for numpy.hstack
  • The bit generator underlying the singleton RandomState can be changed
  • numpy.typing protocols are now runtime checkable

  • Array API updates

Split from #7243.

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