Category
page 1Floating point types
IEEE 754
IEEE Standard for Floating-Point Arithmetic
double-precision floating-point format
64-bit computer number format
single-precision floating-point format
32-bit computer number format
quadruple-precision floating-point format
128-bit computer number format
minifloat
In computing, minifloats are floating-point values represented with very few bits. This reduced precision makes them ill-suited for general-purpose numerical calculations, but they are useful for special purposes such as:
Computer graphics, where human perception of color and light levels has low precision. The 16-bit half-precision format is very popular.
Machine learning, which can be relatively insensitive to numeric precision. 16-bit, 8-bit, and even 4-bit floats are increasingly being used.
extended precision
any floating point number format that provides greater precision than 64-bit double