Feature #8796
closed
Use GMP to accelerate Bignum operations
Description
How about using GMP to accelerate Bignum operations?
GMP: The GNU Multiple Precision Arithmetic Library
http://gmplib.org/
I wrote a simple patch to use GMP to accelerate Bignum multiplication.
If a user don't want to use GMP, a configure option, --without-gmp,
disables this feature.
Since GMP is licensed as LGPL, some people would need it.
However I think most people can accept LGPL as Ruby 1.8's regex engine.
So, my patch uses GMP by default, if it is available.
It converts bignums from RBignum to mpz_t and back for each
large Bignum multiplication.
RBignum structure itself is not changed and ABI compatible.
(So, this is different from ko1's idea mentioned in Feature #6083)
The conversion cost is O(n).
It is negligible for operations slower than O(n) with large inputs.
Multiplication is a kind of such operation.
I measured the performance as follows.
% ./ruby -I.ext/x86_64-linux -r-test-/bignum -e '
methods = %i[big_mul_normal big_mul_karatsuba big_mul_toom3 big_mul_gmp]
m = 1000
n1 = 3**60
100.times {
n1 = n1 * (n1 >> (n1.size8/1514))
n2 = n1 + 1
bits = n1.size*8
methods.dup.each {|meth|
t1 = Process.clock_gettime(Process::CLOCK_THREAD_CPUTIME_ID, :nanoseconds)
n1.send(meth, n2) rescue next
(m-1).times { n1.send(meth, n2) }
t2 = Process.clock_gettime(Process::CLOCK_THREAD_CPUTIME_ID, :nanoseconds)
t = (t2 - t1)*1e-9 / m
puts "#{bits},#{t},#{meth.to_s.sub(/big_mul_/, "")}"
methods.delete meth if 1.0/m < t
}
STDOUT.flush
}
'
It seems GMP is faster when multiplication arguments are longer than 1000 bits
on my environment.
See bignum-mul-gmp.png for details.
I guess other operations, division and radix conversion, can also be faster using GMP.
Any comments?
Files
Updated by normalperson (Eric Wong) about 11 years ago
"akr (Akira Tanaka)" akr@fsij.org wrote:
If a user don't want to use GMP, a configure option, --without-gmp,
disables this feature.
Since GMP is licensed as LGPL, some people would need it.
However I think most people can accept LGPL as Ruby 1.8's regex engine.
So, my patch uses GMP by default, if it is available.
I'm happy with LGPL :)
It converts bignums from RBignum to mpz_t and back for each
large Bignum multiplication.
RBignum structure itself is not changed and ABI compatible.
(So, this is different from ko1's idea mentioned in Feature #6083)The conversion cost is O(n).
It is negligible for operations slower than O(n) with large inputs.
Multiplication is a kind of such operation.
Is there more performance improvement without the conversion?
How about push the conversion cost to legacy C API users to make
Bignum faster for pure-Ruby use in a future patch?
I'm mainly curious about "smaller" Bignums for users on 32-bit systems,
but I suspect much of that cost is object allocation.
Updated by akr (Akira Tanaka) about 11 years ago
2013/8/17 Eric Wong normalperson@yhbt.net:
Is there more performance improvement without the conversion?
How about push the conversion cost to legacy C API users to make
Bignum faster for pure-Ruby use in a future patch?
It is same as ko1's idea.
I don't against it.
Feel free to implement and propose it.
However it has several difficulties.
-
It is a big task.
It need to implement all methods, not just slow methods. -
ABI incompatibility.
ko1 tackles this in Feature #6083. -
LGPL
It is no problem for me but I guess some people don't accept it.
So we need to maintain non-GMP implementation anyway.
Maintaining two implementations is troublesome. -
We cannot access internal of mpz_t.
We may be limited to add new feature with optimal performance.
(mpz_getlimbn and mpz_size may be enough?) -
It cannot embed small bignums.
So it needs more memory allocation.
(mpz_array_init may solve this problem?)
--
Tanaka Akira
Updated by matz (Yukihiro Matsumoto) about 11 years ago
- Assignee set to akr (Akira Tanaka)
This is internal. So go ahead and experiment.
Matz.
Updated by naruse (Yui NARUSE) about 11 years ago
- Status changed from Open to Closed
- Target version set to 2.1.0
Introduced on r42743.