cupynumeric.allclose#

cupynumeric.allclose( a: ndarray, b: ndarray, rtol: float = 1e-05, atol: float = 1e-08, equal_nan: bool = False, ) → ndarray#

Returns True if two arrays are element-wise equal within a tolerance.

The tolerance values are positive, typically very small numbers. The relative difference (rtol * abs(b)) and the absolute difference atol are added together to compare against the absolute difference between a and b.

NaNs are treated as equal if they are in the same place and if equal_nan=True. Infs are treated as equal if they are in the same place and of the same sign in both arrays.

Parameters:

a (array_like) – Input arrays to compare.
b (array_like) – Input arrays to compare.
rtol (float) – The relative tolerance parameter (see Notes).
atol (float) – The absolute tolerance parameter (see Notes).
equal_nan (bool) – Whether to compare NaN’s as equal. If True, NaN’s in a will be considered equal to NaN’s in b in the output array.

Returns:

allclose – Returns True if the two arrays are equal within the given tolerance; False otherwise.

Return type:

ndarray scalar

Notes

If the following equation is element-wise True, then allclose returns True.

absolute(a - b) <= (atol + rtol * absolute(b))