numpy.MachAr

class numpy.MachAr(float_conv=<class 'float'>, int_conv=<class 'int'>, float_to_float=<class 'float'>, float_to_str=<function MachAr.<lambda>>, title='Python floating point number')

Diagnosing machine parameters.

Parameters:

float_conv : function, optional

Function that converts an integer or integer array to a float or float array. Default is float.

int_conv : function, optional

Function that converts a float or float array to an integer or integer array. Default is int.

float_to_float : function, optional

Function that converts a float array to float. Default is float. Note that this does not seem to do anything useful in the current implementation.

float_to_str : function, optional

Function that converts a single float to a string. Default is lambda v:'%24.16e' %v.

title : str, optional

Title that is printed in the string representation of MachAr.

See also

finfo

Machine limits for floating point types.

iinfo

Machine limits for integer types.

References

[Re860718f5533-1]

Press, Teukolsky, Vetterling and Flannery, “Numerical Recipes in C++,” 2nd ed, Cambridge University Press, 2002, p. 31.

Attributes:

ibeta : int

Radix in which numbers are represented.

it : int

Number of base-ibeta digits in the floating point mantissa M.

machep : int

Exponent of the smallest (most negative) power of ibeta that, added to 1.0, gives something different from 1.0

eps : float

Floating-point number beta**machep (floating point precision)

negep : int

Exponent of the smallest power of ibeta that, subtracted from 1.0, gives something different from 1.0.

epsneg : float

Floating-point number beta**negep.

iexp : int

Number of bits in the exponent (including its sign and bias).

minexp : int

Smallest (most negative) power of ibeta consistent with there being no leading zeros in the mantissa.

xmin : float

Floating point number beta**minexp (the smallest [in magnitude] usable floating value).

maxexp : int

Smallest (positive) power of ibeta that causes overflow.

xmax : float

(1-epsneg) * beta**maxexp (the largest [in magnitude] usable floating value).

irnd : int

In range(6), information on what kind of rounding is done in addition, and on how underflow is handled.

ngrd : int

Number of ‘guard digits’ used when truncating the product of two mantissas to fit the representation.

epsilon : float

Same as eps.

tiny : float

Same as xmin.

huge : float

Same as xmax.

precision : float

- int(-log10(eps))

resolution : float

- 10**(-precision)