Exponent bias

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In IEEE 754 floating point numbers, the exponent is biased in the engineering sense of the word – the value stored is offset from the actual value by the exponent bias. Biasing is done because exponents have to be signed values in order to be able to represent both tiny and huge values, but two's complement, the usual representation for signed values, would make comparison harder.

To solve this problem the exponent is stored as an unsigned value suitable for comparison, and when being interpreted it is converted into an exponent within a signed range by subtracting the bias.

By arranging the fields such that the sign bit takes the most significant bit position, the biased exponent takes the middle position, then the mantissa will be the least significant bits and the resulting value will be ordered properly. This is the case whether or not it is interpreted as a floating point or integer value. The purpose of this is to enable high speed comparisons between floating point numbers using fixed point hardware.

To calculate the bias for an arbitrarily sized floating point number apply the formula 2k−1 − 1 where k is the number of bits in the exponent.[1]

When interpreting the floating-point number, the bias is subtracted to retrieve the actual exponent.

  • For a single-precision number, the exponent is stored in the range 1 .. 254 (0 and 255 have special meanings), and is interpreted by subtracting the bias for an 8-bit exponent (127) to get an exponent value in the range −126 .. +127.
  • For a double-precision number, the exponent is stored in the range 1 .. 2046 (0 and 2047 have special meanings), and is interpreted by subtracting the bias for an 11-bit exponent (1023) to get an exponent value in the range −1022 .. +1023.
  • For a quad-precision number, the exponent is stored in the range 1 .. 32766 (0 and 32767 have special meanings), and is interpreted by subtracting the bias for a 15-bit exponent (16383) to get an exponent value in the range −16382 .. +16383.

History[edit]

The floating point format of the IBM 704 introduced the use of a biased exponent in 1954.

See also[edit]

References[edit]

  1. ^ O'Hallaron, Randal E. Bryant, David R. (2010). Computer systems : a programmer's perspective (2nd ed.). Boston: Prentice Hall. ISBN 978-0-13-610804-7.