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|  | <html> | ||
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|  | <title>Performance Overview</title> | ||
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|  | <div class="titlepage"><div><div><h2 class="title" style="clear: both"> | ||
|  | <a name="math_toolkit.perf_over2"></a><a class="link" href="perf_over2.html" title="Performance Overview">Performance Overview</a> | ||
|  | </h2></div></div></div> | ||
|  | <p> | ||
|  |       By and large the performance of this library should be acceptable for most | ||
|  |       needs. However, often the library has to make a choice whether to be accurate | ||
|  |       or fast and by default it chooses accuracy over speed. If you would rather | ||
|  |       have fast rather than fully accurate routines, then refer to the <a class="link" href="../perf.html" title="Chapter 16. Performance">performance | ||
|  |       section</a> for information and examples on how to achieve this. | ||
|  |     </p> | ||
|  | <p> | ||
|  |       In terms of the algorithms used, this library aims to use the same "best | ||
|  |       of breed" algorithms as many other libraries: the principle difference | ||
|  |       is that this library is implemented in C++ - taking advantage of all the abstraction | ||
|  |       mechanisms that C++ offers - where as most traditional numeric libraries are | ||
|  |       implemented in C or FORTRAN. Traditionally languages such as C or FORTRAN are | ||
|  |       perceived as easier to optimise than more complex languages like C++, so in | ||
|  |       a sense this library provides a good test of current compiler technology, and | ||
|  |       the "abstraction penalty" - if any - of C++ compared to other languages. | ||
|  |     </p> | ||
|  | <p> | ||
|  |       The three most important things you can do to ensure the best performance from | ||
|  |       this library are: | ||
|  |     </p> | ||
|  | <div class="orderedlist"><ol class="orderedlist" type="1"> | ||
|  | <li class="listitem"> | ||
|  |           Turn on your compilers optimisations: the difference between "release" | ||
|  |           and "debug" builds can easily be a <a class="link" href="getting_best.html" title="Getting the Best Performance from this Library: Compiler and Compiler Options">factor | ||
|  |           of 20</a>. | ||
|  |         </li> | ||
|  | <li class="listitem"> | ||
|  |           Pick your compiler carefully: <a class="link" href="comp_compilers.html" title="Comparing Different Compilers">performance | ||
|  |           differences of up to 8 fold</a> have been found between some Windows | ||
|  |           compilers for example. | ||
|  |         </li> | ||
|  | <li class="listitem"> | ||
|  |           Disable internal use of <code class="computeroutput"><span class="keyword">long</span> <span class="keyword">double</span></code>, this will reduce accuracy but typically | ||
|  |           yield a 2x speedup on modern x64 hardware/compilers. | ||
|  |         </li> | ||
|  | </ol></div> | ||
|  | <p> | ||
|  |       The <a class="link" href="../perf.html" title="Chapter 16. Performance">performance section</a> contains more information | ||
|  |       on the performance of this library, what you can do to fine tune it, and how | ||
|  |       this library compares to some other open source alternatives. | ||
|  |     </p> | ||
|  | </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 © 2006-2010, 2012-2014 Nikhar Agrawal, | ||
|  |       Anton Bikineev, Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert | ||
|  |       Holin, Bruno Lalande, John Maddock, Jeremy Murphy, Johan Råde, Gautam Sewani, | ||
|  |       Benjamin Sobotta, Thijs van den Berg, Daryle Walker and Xiaogang Zhang<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> | ||
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