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|  | <!-- This manual is for FFTW
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|  | (version 3.3.10, 10 December 2020). | ||
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|  | Copyright (C) 2003 Matteo Frigo. | ||
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|  | Copyright (C) 2003 Massachusetts Institute of Technology. | ||
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|  | <title>Real-to-Real Transforms (FFTW 3.3.10)</title> | ||
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|  | <span id="Real_002dto_002dReal-Transforms"></span><div class="header"> | ||
|  | <p> | ||
|  | Next: <a href="Real_002dto_002dReal-Transform-Kinds.html" accesskey="n" rel="next">Real-to-Real Transform Kinds</a>, Previous: <a href="Real_002ddata-DFT-Array-Format.html" accesskey="p" rel="prev">Real-data DFT Array Format</a>, Up: <a href="Basic-Interface.html" accesskey="u" rel="up">Basic Interface</a>   [<a href="index.html#SEC_Contents" title="Table of contents" rel="contents">Contents</a>][<a href="Concept-Index.html" title="Index" rel="index">Index</a>]</p> | ||
|  | </div> | ||
|  | <hr> | ||
|  | <span id="Real_002dto_002dReal-Transforms-1"></span><h4 class="subsection">4.3.5 Real-to-Real Transforms</h4> | ||
|  | <span id="index-r2r-1"></span> | ||
|  | 
 | ||
|  | <div class="example"> | ||
|  | <pre class="example">fftw_plan fftw_plan_r2r_1d(int n, double *in, double *out, | ||
|  |                            fftw_r2r_kind kind, unsigned flags); | ||
|  | fftw_plan fftw_plan_r2r_2d(int n0, int n1, double *in, double *out, | ||
|  |                            fftw_r2r_kind kind0, fftw_r2r_kind kind1, | ||
|  |                            unsigned flags); | ||
|  | fftw_plan fftw_plan_r2r_3d(int n0, int n1, int n2, | ||
|  |                            double *in, double *out, | ||
|  |                            fftw_r2r_kind kind0, | ||
|  |                            fftw_r2r_kind kind1, | ||
|  |                            fftw_r2r_kind kind2, | ||
|  |                            unsigned flags); | ||
|  | fftw_plan fftw_plan_r2r(int rank, const int *n, double *in, double *out, | ||
|  |                         const fftw_r2r_kind *kind, unsigned flags); | ||
|  | </pre></div> | ||
|  | <span id="index-fftw_005fplan_005fr2r_005f1d-1"></span> | ||
|  | <span id="index-fftw_005fplan_005fr2r_005f2d-1"></span> | ||
|  | <span id="index-fftw_005fplan_005fr2r_005f3d-1"></span> | ||
|  | <span id="index-fftw_005fplan_005fr2r-1"></span> | ||
|  | 
 | ||
|  | <p>Plan a real input/output (r2r) transform of various kinds in zero or | ||
|  | more dimensions, returning an <code>fftw_plan</code> (see <a href="Using-Plans.html">Using Plans</a>). | ||
|  | </p> | ||
|  | <p>Once you have created a plan for a certain transform type and | ||
|  | parameters, then creating another plan of the same type and parameters, | ||
|  | but for different arrays, is fast and shares constant data with the | ||
|  | first plan (if it still exists). | ||
|  | </p> | ||
|  | <p>The planner returns <code>NULL</code> if the plan cannot be created.  A | ||
|  | non-<code>NULL</code> plan is always returned by the basic interface unless | ||
|  | you are using a customized FFTW configuration supporting a restricted | ||
|  | set of transforms, or for size-1 <code>FFTW_REDFT00</code> kinds (which are | ||
|  | not defined). | ||
|  | <span id="index-FFTW_005fREDFT00-1"></span> | ||
|  | </p> | ||
|  | <span id="Arguments-2"></span><h4 class="subsubheading">Arguments</h4> | ||
|  | <ul> | ||
|  | <li> <code>rank</code> is the dimensionality of the transform (it should be the | ||
|  | size of the arrays <code>*n</code> and <code>*kind</code>), and can be any | ||
|  | non-negative integer.  The ‘<samp>_1d</samp>’, ‘<samp>_2d</samp>’, and ‘<samp>_3d</samp>’ | ||
|  | planners correspond to a <code>rank</code> of <code>1</code>, <code>2</code>, and | ||
|  | <code>3</code>, respectively.  A <code>rank</code> of zero is equivalent to a copy | ||
|  | of one number from input to output. | ||
|  | 
 | ||
|  | </li><li> <code>n</code>, or <code>n0</code>/<code>n1</code>/<code>n2</code>, or <code>n[rank]</code>, | ||
|  | respectively, gives the (physical) size of the transform dimensions. | ||
|  | They can be any positive integer. | ||
|  |   | ||
|  | <ul class="no-bullet"> | ||
|  | <li>- <span id="index-row_002dmajor-2"></span> | ||
|  | Multi-dimensional arrays are stored in row-major order with dimensions: | ||
|  | <code>n0</code> x <code>n1</code>; or <code>n0</code> x <code>n1</code> x <code>n2</code>; or | ||
|  | <code>n[0]</code> x <code>n[1]</code> x ... x <code>n[rank-1]</code>. | ||
|  | See <a href="Multi_002ddimensional-Array-Format.html">Multi-dimensional Array Format</a>. | ||
|  | </li><li>- FFTW is generally best at handling sizes of the form | ||
|  | 2<sup>a</sup> 3<sup>b</sup> 5<sup>c</sup> 7<sup>d</sup> | ||
|  |         11<sup>e</sup> 13<sup>f</sup>, | ||
|  | where <em>e+f</em> is either <em>0</em> or <em>1</em>, and the other exponents | ||
|  | are arbitrary.  Other sizes are computed by means of a slow, | ||
|  | general-purpose algorithm (which nevertheless retains <i>O</i>(<i>n</i> log <i>n</i>) | ||
|  |  performance even for prime sizes).  (It is possible to customize FFTW | ||
|  | for different array sizes; see <a href="Installation-and-Customization.html">Installation and Customization</a>.) | ||
|  | Transforms whose sizes are powers of <em>2</em> are especially fast. | ||
|  | </li><li>- For a <code>REDFT00</code> or <code>RODFT00</code> transform kind in a dimension of | ||
|  | size <em>n</em>, it is <em>n-1</em> or <em>n+1</em>, respectively, that | ||
|  | should be factorizable in the above form. | ||
|  | </li></ul> | ||
|  | 
 | ||
|  | </li><li> <code>in</code> and <code>out</code> point to the input and output arrays of the | ||
|  | transform, which may be the same (yielding an in-place transform). | ||
|  | <span id="index-in_002dplace-5"></span> | ||
|  | These arrays are overwritten during planning, unless | ||
|  | <code>FFTW_ESTIMATE</code> is used in the flags.  (The arrays need not be | ||
|  | initialized, but they must be allocated.) | ||
|  | 
 | ||
|  | </li><li> <code>kind</code>, or <code>kind0</code>/<code>kind1</code>/<code>kind2</code>, or | ||
|  | <code>kind[rank]</code>, is the kind of r2r transform used for the | ||
|  | corresponding dimension.  The valid kind constants are described in | ||
|  | <a href="Real_002dto_002dReal-Transform-Kinds.html">Real-to-Real Transform Kinds</a>.  In a multi-dimensional transform, | ||
|  | what is computed is the separable product formed by taking each | ||
|  | transform kind along the corresponding dimension, one dimension after | ||
|  | another. | ||
|  | 
 | ||
|  | </li><li> <span id="index-flags-4"></span> | ||
|  | <code>flags</code> is a bitwise OR (‘<samp>|</samp>’) of zero or more planner flags, | ||
|  | as defined in <a href="Planner-Flags.html">Planner Flags</a>. | ||
|  | 
 | ||
|  | </li></ul> | ||
|  | 
 | ||
|  | <hr> | ||
|  | <div class="header"> | ||
|  | <p> | ||
|  | Next: <a href="Real_002dto_002dReal-Transform-Kinds.html" accesskey="n" rel="next">Real-to-Real Transform Kinds</a>, Previous: <a href="Real_002ddata-DFT-Array-Format.html" accesskey="p" rel="prev">Real-data DFT Array Format</a>, Up: <a href="Basic-Interface.html" accesskey="u" rel="up">Basic Interface</a>   [<a href="index.html#SEC_Contents" title="Table of contents" rel="contents">Contents</a>][<a href="Concept-Index.html" title="Index" rel="index">Index</a>]</p> | ||
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