Sophie

Sophie

distrib > Fedora > 14 > i386 > by-pkgid > 623999701586b0ea103ff2ccad7954a6 > files > 5115

boost-doc-1.44.0-1.fc14.noarch.rpm

<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
<title>Performance</title>
<link rel="stylesheet" href="../../../doc/src/boostbook.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.75.2">
<link rel="home" href="../index.html" title="The Boost C++ Libraries BoostBook Documentation Subset">
<link rel="up" href="../boost_random.html" title="Chapter&#160;16.&#160;Boost.Random">
<link rel="prev" href="../boost/random/xor_combine.html" title="Class template xor_combine">
<link rel="next" href="rationale.html" title="Rationale">
</head>
<body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
<table cellpadding="2" width="100%"><tr>
<td valign="top"><img alt="Boost C++ Libraries" width="277" height="86" src="../../../boost.png"></td>
<td align="center"><a href="../../../index.html">Home</a></td>
<td align="center"><a href="../../../libs/libraries.htm">Libraries</a></td>
<td align="center"><a href="http://www.boost.org/users/people.html">People</a></td>
<td align="center"><a href="http://www.boost.org/users/faq.html">FAQ</a></td>
<td align="center"><a href="../../../more/index.htm">More</a></td>
</tr></table>
<hr>
<div class="spirit-nav">
<a accesskey="p" href="../boost/random/xor_combine.html"><img src="../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../boost_random.html"><img src="../../../doc/src/images/up.png" alt="Up"></a><a accesskey="h" href="../index.html"><img src="../../../doc/src/images/home.png" alt="Home"></a><a accesskey="n" href="rationale.html"><img src="../../../doc/src/images/next.png" alt="Next"></a>
</div>
<div class="section">
<div class="titlepage"><div><div><h2 class="title" style="clear: both">
<a name="boost_random.performance"></a><a class="link" href="performance.html" title="Performance">Performance</a>
</h2></div></div></div>
<p>
      For some people, performance of random number generation is an important consideration
      when choosing a random number generator or a particular distribution function.
      This page provides numerous performance tests with the wide variety of generators
      and distributions available in the boost library.
    </p>
<p>
      The performance has been evaluated on an Intel(R) Xeon(TM) MP CPU 3.66GHz,
      Gentoo Base System release 1.12.11.1, GCC 4.3.2, glibc 2.9 and on an Intel(R)
      Core(TM)2 CPU T7600 @2.33 Ghz with Microsoft Windows XP Professional, Service
      Pack 2 Build 2600, Microsoft Visual C++ 2008 9.0.21022. The speed is reported
      in million random numbers per second (M rn/sec), generated in a tight loop.
    </p>
<div class="table">
<a name="boost_random.performance.basic_generators__linux_"></a><p class="title"><b>Table&#160;16.7.&#160;Basic Generators (Linux)</b></p>
<div class="table-contents"><table class="table" summary="Basic Generators (Linux)">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead><tr>
<th>
              <p>
                generator
              </p>
            </th>
<th>
              <p>
                M rn/sec
              </p>
            </th>
<th>
              <p>
                time per random number [nsec]
              </p>
            </th>
<th>
              <p>
                relative speed compared to fastest [percent]
              </p>
            </th>
</tr></thead>
<tbody>
<tr>
<td>
              <p>
                rand48
              </p>
            </td>
<td>
              <p>
                312.5
              </p>
            </td>
<td>
              <p>
                3.2
              </p>
            </td>
<td>
              <p>
                100%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lrand48 run-time
              </p>
            </td>
<td>
              <p>
                303.03
              </p>
            </td>
<td>
              <p>
                3.3
              </p>
            </td>
<td>
              <p>
                96%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lrand48 (C library)
              </p>
            </td>
<td>
              <p>
                67.5676
              </p>
            </td>
<td>
              <p>
                14.8
              </p>
            </td>
<td>
              <p>
                21%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                minstd_rand0
              </p>
            </td>
<td>
              <p>
                96.1538
              </p>
            </td>
<td>
              <p>
                10.4
              </p>
            </td>
<td>
              <p>
                30%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                minstd_rand
              </p>
            </td>
<td>
              <p>
                93.4579
              </p>
            </td>
<td>
              <p>
                10.7
              </p>
            </td>
<td>
              <p>
                29%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ecuyer combined
              </p>
            </td>
<td>
              <p>
                60.6061
              </p>
            </td>
<td>
              <p>
                16.5
              </p>
            </td>
<td>
              <p>
                19%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                kreutzer1986
              </p>
            </td>
<td>
              <p>
                97.0874
              </p>
            </td>
<td>
              <p>
                10.3
              </p>
            </td>
<td>
              <p>
                31%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                taus88
              </p>
            </td>
<td>
              <p>
                243.902
              </p>
            </td>
<td>
              <p>
                4.1
              </p>
            </td>
<td>
              <p>
                78%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                hellekalek1995 (inversive)
              </p>
            </td>
<td>
              <p>
                2.405
              </p>
            </td>
<td>
              <p>
                415.8
              </p>
            </td>
<td>
              <p>
                0%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                mt11213b
              </p>
            </td>
<td>
              <p>
                138.889
              </p>
            </td>
<td>
              <p>
                7.2
              </p>
            </td>
<td>
              <p>
                44%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                mt19937
              </p>
            </td>
<td>
              <p>
                138.889
              </p>
            </td>
<td>
              <p>
                7.2
              </p>
            </td>
<td>
              <p>
                44%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci607
              </p>
            </td>
<td>
              <p>
                81.9672
              </p>
            </td>
<td>
              <p>
                12.2
              </p>
            </td>
<td>
              <p>
                26%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci1279
              </p>
            </td>
<td>
              <p>
                81.9672
              </p>
            </td>
<td>
              <p>
                12.2
              </p>
            </td>
<td>
              <p>
                26%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci2281
              </p>
            </td>
<td>
              <p>
                81.9672
              </p>
            </td>
<td>
              <p>
                12.2
              </p>
            </td>
<td>
              <p>
                26%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci3217
              </p>
            </td>
<td>
              <p>
                81.3008
              </p>
            </td>
<td>
              <p>
                12.3
              </p>
            </td>
<td>
              <p>
                26%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci4423
              </p>
            </td>
<td>
              <p>
                80.6452
              </p>
            </td>
<td>
              <p>
                12.4
              </p>
            </td>
<td>
              <p>
                25%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci9689
              </p>
            </td>
<td>
              <p>
                80.6452
              </p>
            </td>
<td>
              <p>
                12.4
              </p>
            </td>
<td>
              <p>
                25%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci19937
              </p>
            </td>
<td>
              <p>
                80
              </p>
            </td>
<td>
              <p>
                12.5
              </p>
            </td>
<td>
              <p>
                25%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci23209
              </p>
            </td>
<td>
              <p>
                80.6452
              </p>
            </td>
<td>
              <p>
                12.4
              </p>
            </td>
<td>
              <p>
                25%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci44497
              </p>
            </td>
<td>
              <p>
                79.3651
              </p>
            </td>
<td>
              <p>
                12.6
              </p>
            </td>
<td>
              <p>
                25%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                subtract_with_carry
              </p>
            </td>
<td>
              <p>
                76.9231
              </p>
            </td>
<td>
              <p>
                13
              </p>
            </td>
<td>
              <p>
                24%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                subtract_with_carry_01
              </p>
            </td>
<td>
              <p>
                45.045
              </p>
            </td>
<td>
              <p>
                22.2
              </p>
            </td>
<td>
              <p>
                14%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux3
              </p>
            </td>
<td>
              <p>
                8.78735
              </p>
            </td>
<td>
              <p>
                113.8
              </p>
            </td>
<td>
              <p>
                2%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux4
              </p>
            </td>
<td>
              <p>
                5.11771
              </p>
            </td>
<td>
              <p>
                195.4
              </p>
            </td>
<td>
              <p>
                1%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux3_01
              </p>
            </td>
<td>
              <p>
                5.29381
              </p>
            </td>
<td>
              <p>
                188.9
              </p>
            </td>
<td>
              <p>
                1%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux4_01
              </p>
            </td>
<td>
              <p>
                3.04599
              </p>
            </td>
<td>
              <p>
                328.3
              </p>
            </td>
<td>
              <p>
                0%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux64_3
              </p>
            </td>
<td>
              <p>
                8.74126
              </p>
            </td>
<td>
              <p>
                114.4
              </p>
            </td>
<td>
              <p>
                2%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux64_4
              </p>
            </td>
<td>
              <p>
                5.09684
              </p>
            </td>
<td>
              <p>
                196.2
              </p>
            </td>
<td>
              <p>
                1%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux64_3_01
              </p>
            </td>
<td>
              <p>
                5.30786
              </p>
            </td>
<td>
              <p>
                188.4
              </p>
            </td>
<td>
              <p>
                1%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux64_4_01
              </p>
            </td>
<td>
              <p>
                3.02847
              </p>
            </td>
<td>
              <p>
                330.2
              </p>
            </td>
<td>
              <p>
                0%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                mt19937ar.c
              </p>
            </td>
<td>
              <p>
                95.2381
              </p>
            </td>
<td>
              <p>
                10.5
              </p>
            </td>
<td>
              <p>
                30%
              </p>
            </td>
</tr>
</tbody>
</table></div>
</div>
<br class="table-break"><div class="table">
<a name="boost_random.performance.basic_generators__windows_"></a><p class="title"><b>Table&#160;16.8.&#160;Basic Generators (Windows)</b></p>
<div class="table-contents"><table class="table" summary="Basic Generators (Windows)">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead><tr>
<th>
              <p>
                generator
              </p>
            </th>
<th>
              <p>
                M rn/sec
              </p>
            </th>
<th>
              <p>
                time per random number [nsec]
              </p>
            </th>
<th>
              <p>
                relative speed compared to fastest [percent]
              </p>
            </th>
</tr></thead>
<tbody>
<tr>
<td>
              <p>
                rand48
              </p>
            </td>
<td>
              <p>
                98.5222
              </p>
            </td>
<td>
              <p>
                10.15
              </p>
            </td>
<td>
              <p>
                67%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lrand48 run-time
              </p>
            </td>
<td>
              <p>
                17.343
              </p>
            </td>
<td>
              <p>
                57.66
              </p>
            </td>
<td>
              <p>
                11%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                minstd_rand0
              </p>
            </td>
<td>
              <p>
                46.3822
              </p>
            </td>
<td>
              <p>
                21.56
              </p>
            </td>
<td>
              <p>
                31%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                minstd_rand
              </p>
            </td>
<td>
              <p>
                38.5505
              </p>
            </td>
<td>
              <p>
                25.94
              </p>
            </td>
<td>
              <p>
                26%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ecuyer combined
              </p>
            </td>
<td>
              <p>
                15.8028
              </p>
            </td>
<td>
              <p>
                63.28
              </p>
            </td>
<td>
              <p>
                10%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                kreutzer1986
              </p>
            </td>
<td>
              <p>
                66.6667
              </p>
            </td>
<td>
              <p>
                15
              </p>
            </td>
<td>
              <p>
                45%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                taus88
              </p>
            </td>
<td>
              <p>
                145.56
              </p>
            </td>
<td>
              <p>
                6.87
              </p>
            </td>
<td>
              <p>
                100%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                hellekalek1995 (inversive)
              </p>
            </td>
<td>
              <p>
                4.26658
              </p>
            </td>
<td>
              <p>
                234.38
              </p>
            </td>
<td>
              <p>
                2%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                mt11213b
              </p>
            </td>
<td>
              <p>
                139.082
              </p>
            </td>
<td>
              <p>
                7.19
              </p>
            </td>
<td>
              <p>
                95%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                mt19937
              </p>
            </td>
<td>
              <p>
                142.248
              </p>
            </td>
<td>
              <p>
                7.03
              </p>
            </td>
<td>
              <p>
                97%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci607
              </p>
            </td>
<td>
              <p>
                61.5385
              </p>
            </td>
<td>
              <p>
                16.25
              </p>
            </td>
<td>
              <p>
                42%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci1279
              </p>
            </td>
<td>
              <p>
                58.7199
              </p>
            </td>
<td>
              <p>
                17.03
              </p>
            </td>
<td>
              <p>
                40%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci2281
              </p>
            </td>
<td>
              <p>
                64.0205
              </p>
            </td>
<td>
              <p>
                15.62
              </p>
            </td>
<td>
              <p>
                43%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci3217
              </p>
            </td>
<td>
              <p>
                62.1118
              </p>
            </td>
<td>
              <p>
                16.1
              </p>
            </td>
<td>
              <p>
                42%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci4423
              </p>
            </td>
<td>
              <p>
                63.3714
              </p>
            </td>
<td>
              <p>
                15.78
              </p>
            </td>
<td>
              <p>
                43%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci9689
              </p>
            </td>
<td>
              <p>
                64.6412
              </p>
            </td>
<td>
              <p>
                15.47
              </p>
            </td>
<td>
              <p>
                44%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci19937
              </p>
            </td>
<td>
              <p>
                63.3714
              </p>
            </td>
<td>
              <p>
                15.78
              </p>
            </td>
<td>
              <p>
                43%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci23209
              </p>
            </td>
<td>
              <p>
                64.6412
              </p>
            </td>
<td>
              <p>
                15.47
              </p>
            </td>
<td>
              <p>
                44%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lagged_fibonacci44497
              </p>
            </td>
<td>
              <p>
                64.0205
              </p>
            </td>
<td>
              <p>
                15.62
              </p>
            </td>
<td>
              <p>
                43%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                subtract_with_carry
              </p>
            </td>
<td>
              <p>
                92.7644
              </p>
            </td>
<td>
              <p>
                10.78
              </p>
            </td>
<td>
              <p>
                63%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                subtract_with_carry_01
              </p>
            </td>
<td>
              <p>
                78.0031
              </p>
            </td>
<td>
              <p>
                12.82
              </p>
            </td>
<td>
              <p>
                53%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux3
              </p>
            </td>
<td>
              <p>
                9.86193
              </p>
            </td>
<td>
              <p>
                101.4
              </p>
            </td>
<td>
              <p>
                6%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux4
              </p>
            </td>
<td>
              <p>
                5.80754
              </p>
            </td>
<td>
              <p>
                172.19
              </p>
            </td>
<td>
              <p>
                3%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux3_01
              </p>
            </td>
<td>
              <p>
                7.15103
              </p>
            </td>
<td>
              <p>
                139.84
              </p>
            </td>
<td>
              <p>
                4%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux4_01
              </p>
            </td>
<td>
              <p>
                3.8345
              </p>
            </td>
<td>
              <p>
                260.79
              </p>
            </td>
<td>
              <p>
                2%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux64_3
              </p>
            </td>
<td>
              <p>
                9.10415
              </p>
            </td>
<td>
              <p>
                109.84
              </p>
            </td>
<td>
              <p>
                6%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux64_4
              </p>
            </td>
<td>
              <p>
                5.05919
              </p>
            </td>
<td>
              <p>
                197.66
              </p>
            </td>
<td>
              <p>
                3%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux64_3_01
              </p>
            </td>
<td>
              <p>
                6.12445
              </p>
            </td>
<td>
              <p>
                163.28
              </p>
            </td>
<td>
              <p>
                4%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                ranlux64_4_01
              </p>
            </td>
<td>
              <p>
                3.39167
              </p>
            </td>
<td>
              <p>
                294.84
              </p>
            </td>
<td>
              <p>
                2%
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                mt19937ar.c
              </p>
            </td>
<td>
              <p>
                125.471
              </p>
            </td>
<td>
              <p>
                7.97
              </p>
            </td>
<td>
              <p>
                86%
              </p>
            </td>
</tr>
</tbody>
</table></div>
</div>
<br class="table-break"><p>
      Note that the lagged Fibonacci and ranlux_01 generators produce floating-point
      numbers, whereas all others produce integers.
    </p>
<div class="table">
<a name="boost_random.performance.distributions__linux_"></a><p class="title"><b>Table&#160;16.9.&#160;Distributions (Linux)</b></p>
<div class="table-contents"><table class="table" summary="Distributions (Linux)">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead><tr>
<th>
              <p>
                [M rn/sec]
              </p>
            </th>
<th>
              <p>
                minstd_rand
              </p>
            </th>
<th>
              <p>
                kreutzer1986
              </p>
            </th>
<th>
              <p>
                mt19937
              </p>
            </th>
<th>
              <p>
                lagged_fibonacci607
              </p>
            </th>
</tr></thead>
<tbody>
<tr>
<td>
              <p>
                uniform_int
              </p>
            </td>
<td>
              <p>
                31.25
              </p>
            </td>
<td>
              <p>
                30.581
              </p>
            </td>
<td>
              <p>
                11.5607
              </p>
            </td>
<td>
              <p>
                16.0514
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                geometric
              </p>
            </td>
<td>
              <p>
                5.20833
              </p>
            </td>
<td>
              <p>
                6.66223
              </p>
            </td>
<td>
              <p>
                6.68449
              </p>
            </td>
<td>
              <p>
                6.73854
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                binomial
              </p>
            </td>
<td>
              <p>
                5.01505
              </p>
            </td>
<td>
              <p>
                21.7865
              </p>
            </td>
<td>
              <p>
                4.38982
              </p>
            </td>
<td>
              <p>
                10.9529
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                poisson
              </p>
            </td>
<td>
              <p>
                22.8311
              </p>
            </td>
<td>
              <p>
                22.1729
              </p>
            </td>
<td>
              <p>
                20.8768
              </p>
            </td>
<td>
              <p>
                24.3902
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                uniform_real
              </p>
            </td>
<td>
              <p>
                18.2815
              </p>
            </td>
<td>
              <p>
                84.0336
              </p>
            </td>
<td>
              <p>
                67.1141
              </p>
            </td>
<td>
              <p>
                72.4638
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                triangle
              </p>
            </td>
<td>
              <p>
                13.2802
              </p>
            </td>
<td>
              <p>
                33.4448
              </p>
            </td>
<td>
              <p>
                33.67
              </p>
            </td>
<td>
              <p>
                36.4964
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                exponential
              </p>
            </td>
<td>
              <p>
                6.19195
              </p>
            </td>
<td>
              <p>
                8.49618
              </p>
            </td>
<td>
              <p>
                8.2713
              </p>
            </td>
<td>
              <p>
                8.65052
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                normal polar
              </p>
            </td>
<td>
              <p>
                5.78369
              </p>
            </td>
<td>
              <p>
                6.56599
              </p>
            </td>
<td>
              <p>
                6.49773
              </p>
            </td>
<td>
              <p>
                6.48508
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lognormal
              </p>
            </td>
<td>
              <p>
                4.13565
              </p>
            </td>
<td>
              <p>
                4.53515
              </p>
            </td>
<td>
              <p>
                4.51467
              </p>
            </td>
<td>
              <p>
                4.57875
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                cauchy
              </p>
            </td>
<td>
              <p>
                6.07533
              </p>
            </td>
<td>
              <p>
                7.92393
              </p>
            </td>
<td>
              <p>
                7.77605
              </p>
            </td>
<td>
              <p>
                8.35422
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                gamma
              </p>
            </td>
<td>
              <p>
                6.07533
              </p>
            </td>
<td>
              <p>
                7.92393
              </p>
            </td>
<td>
              <p>
                7.83085
              </p>
            </td>
<td>
              <p>
                8.34725
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                uniform_on_sphere
              </p>
            </td>
<td>
              <p>
                1.43472
              </p>
            </td>
<td>
              <p>
                1.62075
              </p>
            </td>
<td>
              <p>
                1.5625
              </p>
            </td>
<td>
              <p>
                1.5949
              </p>
            </td>
</tr>
</tbody>
</table></div>
</div>
<br class="table-break"><div class="table">
<a name="boost_random.performance.distributions__windows_"></a><p class="title"><b>Table&#160;16.10.&#160;Distributions (Windows)</b></p>
<div class="table-contents"><table class="table" summary="Distributions (Windows)">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead><tr>
<th>
              <p>
                [M rn/sec]
              </p>
            </th>
<th>
              <p>
                minstd_rand
              </p>
            </th>
<th>
              <p>
                kreutzer1986
              </p>
            </th>
<th>
              <p>
                mt19937
              </p>
            </th>
<th>
              <p>
                lagged_fibonacci607
              </p>
            </th>
</tr></thead>
<tbody>
<tr>
<td>
              <p>
                uniform_int
              </p>
            </td>
<td>
              <p>
                14.7449
              </p>
            </td>
<td>
              <p>
                27.465
              </p>
            </td>
<td>
              <p>
                6.65292
              </p>
            </td>
<td>
              <p>
                28.5714
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                geometric
              </p>
            </td>
<td>
              <p>
                7.10328
              </p>
            </td>
<td>
              <p>
                5.53649
              </p>
            </td>
<td>
              <p>
                3.73622
              </p>
            </td>
<td>
              <p>
                9.38438
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                binomial
              </p>
            </td>
<td>
              <p>
                6.20155
              </p>
            </td>
<td>
              <p>
                5.78135
              </p>
            </td>
<td>
              <p>
                2.65118
              </p>
            </td>
<td>
              <p>
                4.65463
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                poisson
              </p>
            </td>
<td>
              <p>
                15.9617
              </p>
            </td>
<td>
              <p>
                8.77886
              </p>
            </td>
<td>
              <p>
                12.5486
              </p>
            </td>
<td>
              <p>
                17.9276
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                uniform_real
              </p>
            </td>
<td>
              <p>
                49.6032
              </p>
            </td>
<td>
              <p>
                27.1223
              </p>
            </td>
<td>
              <p>
                31.6857
              </p>
            </td>
<td>
              <p>
                60.35
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                triangle
              </p>
            </td>
<td>
              <p>
                21.3356
              </p>
            </td>
<td>
              <p>
                11.7
              </p>
            </td>
<td>
              <p>
                14.2857
              </p>
            </td>
<td>
              <p>
                22.3015
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                exponential
              </p>
            </td>
<td>
              <p>
                14.3493
              </p>
            </td>
<td>
              <p>
                6.05473
              </p>
            </td>
<td>
              <p>
                10.8472
              </p>
            </td>
<td>
              <p>
                12.982
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                normal polar
              </p>
            </td>
<td>
              <p>
                4.24394
              </p>
            </td>
<td>
              <p>
                2.75748
              </p>
            </td>
<td>
              <p>
                7.04871
              </p>
            </td>
<td>
              <p>
                6.09533
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                lognormal
              </p>
            </td>
<td>
              <p>
                3.30066
              </p>
            </td>
<td>
              <p>
                1.34822
              </p>
            </td>
<td>
              <p>
                5.36913
              </p>
            </td>
<td>
              <p>
                4.0024
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                cauchy
              </p>
            </td>
<td>
              <p>
                11.4286
              </p>
            </td>
<td>
              <p>
                2.92372
              </p>
            </td>
<td>
              <p>
                12.0525
              </p>
            </td>
<td>
              <p>
                7.55629
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                gamma
              </p>
            </td>
<td>
              <p>
                10.5263
              </p>
            </td>
<td>
              <p>
                3.72523
              </p>
            </td>
<td>
              <p>
                12.1433
              </p>
            </td>
<td>
              <p>
                5.87682
              </p>
            </td>
</tr>
<tr>
<td>
              <p>
                uniform_on_sphere
              </p>
            </td>
<td>
              <p>
                0.680874
              </p>
            </td>
<td>
              <p>
                0.38004
              </p>
            </td>
<td>
              <p>
                1.18737
              </p>
            </td>
<td>
              <p>
                0.486334
              </p>
            </td>
</tr>
</tbody>
</table></div>
</div>
<br class="table-break">
</div>
<table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
<td align="left"></td>
<td align="right"><div class="copyright-footer">Copyright &#169; 2000 -2005 Jens Maurer, 2009 Steven Watanabe<p>
        Distributed under the Boost Software License, Version 1.0. (See accompanying
        file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
      </p>
</div></td>
</tr></table>
<hr>
<div class="spirit-nav">
<a accesskey="p" href="../boost/random/xor_combine.html"><img src="../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../boost_random.html"><img src="../../../doc/src/images/up.png" alt="Up"></a><a accesskey="h" href="../index.html"><img src="../../../doc/src/images/home.png" alt="Home"></a><a accesskey="n" href="rationale.html"><img src="../../../doc/src/images/next.png" alt="Next"></a>
</div>
</body>
</html>