Significant Speedup of Generic Function Dispatch
Erick,
I have incorporated changes to the basic generic function dispatch code that
significantly improve the speed of generic function dispatch. I invented two
new slots for <Generic> function objects that cache the last used specializer
list and corresponding method. By comparing the caller's specializer list with
that held by the cache and taking the last used method if equal the speedup of
generic function dispatch is nearly a factor of two! The cache must be
discredited whenever a new method is added to a generic function, or on a
specializer miss.
To test this idea I invented generic versions of all the fundamental
arithmetic operators that can operate either on numbers, lists, vectors, etc.
This gives me a "vector" based math language so that I can work more easily
with collections of numbers. I wrote an application that requires many
coordinate transformations, and vector projection calculations (3-D animation
of a moving platform). This test then fairly heavily exercises these generic
arithmetic operations, but the test works equally well using the native
versions (i.e., the test does not require vectorized arithmetic). Here are the
results of running my test on a high-end Pentium/Linux machine. The results an
average of 5 runs each ss show by "(time (...))":
NoCache/NoGF Cache/NoGF NoCache/GF Cache/GF
Time 7836 (+/-118) 7946 (+/-54) 19962 (+/-61) 16460 (+/-120)
GC Time 2120 2120 5500 4780
GC Cons 483214 480814 1425658 1233023
As noted, there is essentially no difference between the cache/no-cache
timings for the two tests that use native arithmetic operations. Using the
vectorized GF-dispatched operations adds significant overhead to the timings,
but the cached version is about 20% faster overall. Given these figures, one
can easily determine that the average effect of cache on generic function
dispatch is a 50% improvement of generic function runtime.
Other improvements, but with less overall impact, are the building of
specializer lists in reverse order directly, instead of by consing and then
calling reverse, and recognition that <top> is the root of all objects thereby
bypassing some lookup when a specializer is <top>.
These tests were performed on modifications of your 2.1.6 version of the code.
I really love your STk system! Keep up the great work!
David McClain
Anaphoric Engineering, L.L.C.
email: dbmcclain_at_acm.org
;-)
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end
Received on Fri Apr 05 1996 - 19:58:25 CEST
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