Do any real-world CPUs not use IEEE 754?

dsimcha picture dsimcha · Feb 10, 2010 · Viewed 7.4k times · Source

I'm optimizing a sorting function for a numerics/statistics library based on the assumption that, after filtering out any NaNs and doing a little bit twiddling, floats can be compared as 32-bit ints without changing the result and doubles can be compared as 64-bit ints.

This seems to speed up sorting these arrays by somewhere on the order of 40%, and my assumption holds as long as the bit-level representation of floating point numbers is IEEE 754. Are there any real-world CPUs that people actually use (excluding in embedded devices, which this library doesn't target) that use some other representation that might break this assumption?


Answer

Andrew Moore picture Andrew Moore · Feb 10, 2010

Other than flawed Pentiums, any x86 or x64-based CPU is using IEEE 754 as their floating-point arithmetic standard.

Here are a brief overview of the FPA standards and their adoptions.

IEEE 754:       Intel x86, and all RISC systems (IBM Power
                and PowerPC, Compaq/DEC Alpha, HP PA-RISC,
                Motorola 68xxx and 88xxx, SGI (MIPS) R-xxxx,
                Sun SPARC, and others);

VAX:            Compaq/DEC

IBM S/390:      IBM (however, in 1998, IBM added an IEEE 754
                option to S/390)

Cray:           X-MP, Y-MP, C-90; other Cray models have been
                based on Alpha and SPARC processors with
                IEEE-754 arithmetic.

Unless your planning on supporting your library on fairly exotic CPU architectures, it is safe to assume that for now 99% of CPUs are IEEE 754 compliant.