[vtk-developers] floating-point vs. integer performance
Volpe, Christopher R (CRD)
volpecr at crd.ge.com
Fri Jun 15 09:37:43 EDT 2001
|> Some of you might find this interesting:
|> I added some templates to vtkImageReslice so that it can do all
|> transformation & interpolation operations with either fixed-point
|> or floating-point arithmetic, with a method to switch between
|> them at run-time.
|> At first I was overjoyed, because on my PIII machine the fixed-point
|> code ran twice as fast (in some special cases as much as four times
|> as fast) as the original floating-point version.
Have you tried this on a PII as well as a PIII? I've done some experiments with integer arithmetic
vs. floating point arithmetic when I was toying with the idea of representing points and doing
transformations in fixed point. (This was mainly because the results were to be used as indices into
a 3D volume, and in CPU time, the compiler-generated x86 processor state change to trunc mode to do
an integer cast is like watching continental drift. Using inline assembler to hard code a round
instruction speeds this up so that it is merely agonizingly slow, but I digress...) I've found that
floating point beats integer arithmetic by a small margin on a PII. I think my test was something
simple like multiplying two volatile variables and storing results in a tight loop. Not the best of
tests, I'm sure.
|> But then I compiled it on an R10000 IRIX computer, and the
|> math was 20% slower than the floating-point math. On an R12000 IRIX,
|> the fixed-point math was 50% slower.
I don't know about Irix, but a while back, on Solaris, an integer multiplication would generate a
FUNCTION CALL (_imul(), I believe) to do the operation, unless you specified some obscure compiler
flag to generate SPARC v8 architecture instructions, or something along those lines.
Christopher R. Volpe
Visualization and Computer Vision Program
Electronic Systems Laboratory
Bldg KW, Room C215
General Electric Corporate Research & Development
P.O. Box 8, Schenectady, NY 12301
(518) 387-7766, Dial Comm: 8*833-7766, Fax: (518) 387-6981
e-mail: volpecr at crd.ge.com web: http://www.crd.ge.com/~volpecr
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