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author Chris Cannam <cannam@all-day-breakfast.com>
date Wed, 20 Mar 2013 15:35:50 +0000
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cannam@95 3 <title>Real-to-Real Transforms - FFTW 3.3.3</title>
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cannam@95 49 <a name="Real-to-Real-Transforms"></a>
cannam@95 50 <a name="Real_002dto_002dReal-Transforms"></a>
cannam@95 51 <p>
cannam@95 52 Next:&nbsp;<a rel="next" accesskey="n" href="Real_002dto_002dReal-Transform-Kinds.html#Real_002dto_002dReal-Transform-Kinds">Real-to-Real Transform Kinds</a>,
cannam@95 53 Previous:&nbsp;<a rel="previous" accesskey="p" href="Real_002ddata-DFT-Array-Format.html#Real_002ddata-DFT-Array-Format">Real-data DFT Array Format</a>,
cannam@95 54 Up:&nbsp;<a rel="up" accesskey="u" href="Basic-Interface.html#Basic-Interface">Basic Interface</a>
cannam@95 55 <hr>
cannam@95 56 </div>
cannam@95 57
cannam@95 58 <h4 class="subsection">4.3.5 Real-to-Real Transforms</h4>
cannam@95 59
cannam@95 60 <p><a name="index-r2r-203"></a>
cannam@95 61 <pre class="example"> fftw_plan fftw_plan_r2r_1d(int n, double *in, double *out,
cannam@95 62 fftw_r2r_kind kind, unsigned flags);
cannam@95 63 fftw_plan fftw_plan_r2r_2d(int n0, int n1, double *in, double *out,
cannam@95 64 fftw_r2r_kind kind0, fftw_r2r_kind kind1,
cannam@95 65 unsigned flags);
cannam@95 66 fftw_plan fftw_plan_r2r_3d(int n0, int n1, int n2,
cannam@95 67 double *in, double *out,
cannam@95 68 fftw_r2r_kind kind0,
cannam@95 69 fftw_r2r_kind kind1,
cannam@95 70 fftw_r2r_kind kind2,
cannam@95 71 unsigned flags);
cannam@95 72 fftw_plan fftw_plan_r2r(int rank, const int *n, double *in, double *out,
cannam@95 73 const fftw_r2r_kind *kind, unsigned flags);
cannam@95 74 </pre>
cannam@95 75 <p><a name="index-fftw_005fplan_005fr2r_005f1d-204"></a><a name="index-fftw_005fplan_005fr2r_005f2d-205"></a><a name="index-fftw_005fplan_005fr2r_005f3d-206"></a><a name="index-fftw_005fplan_005fr2r-207"></a>
cannam@95 76 Plan a real input/output (r2r) transform of various kinds in zero or
cannam@95 77 more dimensions, returning an <code>fftw_plan</code> (see <a href="Using-Plans.html#Using-Plans">Using Plans</a>).
cannam@95 78
cannam@95 79 <p>Once you have created a plan for a certain transform type and
cannam@95 80 parameters, then creating another plan of the same type and parameters,
cannam@95 81 but for different arrays, is fast and shares constant data with the
cannam@95 82 first plan (if it still exists).
cannam@95 83
cannam@95 84 <p>The planner returns <code>NULL</code> if the plan cannot be created. A
cannam@95 85 non-<code>NULL</code> plan is always returned by the basic interface unless
cannam@95 86 you are using a customized FFTW configuration supporting a restricted
cannam@95 87 set of transforms, or for size-1 <code>FFTW_REDFT00</code> kinds (which are
cannam@95 88 not defined).
cannam@95 89 <a name="index-FFTW_005fREDFT00-208"></a>
cannam@95 90
cannam@95 91 <h5 class="subsubheading">Arguments</h5>
cannam@95 92
cannam@95 93 <ul>
cannam@95 94 <li><code>rank</code> is the dimensionality of the transform (it should be the
cannam@95 95 size of the arrays <code>*n</code> and <code>*kind</code>), and can be any
cannam@95 96 non-negative integer. The &lsquo;<samp><span class="samp">_1d</span></samp>&rsquo;, &lsquo;<samp><span class="samp">_2d</span></samp>&rsquo;, and &lsquo;<samp><span class="samp">_3d</span></samp>&rsquo;
cannam@95 97 planners correspond to a <code>rank</code> of <code>1</code>, <code>2</code>, and
cannam@95 98 <code>3</code>, respectively. A <code>rank</code> of zero is equivalent to a copy
cannam@95 99 of one number from input to output.
cannam@95 100
cannam@95 101 <li><code>n</code>, or <code>n0</code>/<code>n1</code>/<code>n2</code>, or <code>n[rank]</code>,
cannam@95 102 respectively, gives the (physical) size of the transform dimensions.
cannam@95 103 They can be any positive integer.
cannam@95 104
cannam@95 105 <ul>
cannam@95 106 <li><a name="index-row_002dmajor-209"></a>Multi-dimensional arrays are stored in row-major order with dimensions:
cannam@95 107 <code>n0</code> x <code>n1</code>; or <code>n0</code> x <code>n1</code> x <code>n2</code>; or
cannam@95 108 <code>n[0]</code> x <code>n[1]</code> x ... x <code>n[rank-1]</code>.
cannam@95 109 See <a href="Multi_002ddimensional-Array-Format.html#Multi_002ddimensional-Array-Format">Multi-dimensional Array Format</a>.
cannam@95 110 <li>FFTW is generally best at handling sizes of the form
cannam@95 111 2<sup>a</sup> 3<sup>b</sup> 5<sup>c</sup> 7<sup>d</sup>
cannam@95 112 11<sup>e</sup> 13<sup>f</sup>,where e+f is either 0 or 1, and the other exponents
cannam@95 113 are arbitrary. Other sizes are computed by means of a slow,
cannam@95 114 general-purpose algorithm (which nevertheless retains <i>O</i>(<i>n</i>&nbsp;log&nbsp;<i>n</i>) performance even for prime sizes). (It is possible to customize FFTW
cannam@95 115 for different array sizes; see <a href="Installation-and-Customization.html#Installation-and-Customization">Installation and Customization</a>.)
cannam@95 116 Transforms whose sizes are powers of 2 are especially fast.
cannam@95 117 <li>For a <code>REDFT00</code> or <code>RODFT00</code> transform kind in a dimension of
cannam@95 118 size n, it is n-1 or n+1, respectively, that
cannam@95 119 should be factorizable in the above form.
cannam@95 120 </ul>
cannam@95 121
cannam@95 122 <li><code>in</code> and <code>out</code> point to the input and output arrays of the
cannam@95 123 transform, which may be the same (yielding an in-place transform).
cannam@95 124 <a name="index-in_002dplace-210"></a>These arrays are overwritten during planning, unless
cannam@95 125 <code>FFTW_ESTIMATE</code> is used in the flags. (The arrays need not be
cannam@95 126 initialized, but they must be allocated.)
cannam@95 127
cannam@95 128 <li><code>kind</code>, or <code>kind0</code>/<code>kind1</code>/<code>kind2</code>, or
cannam@95 129 <code>kind[rank]</code>, is the kind of r2r transform used for the
cannam@95 130 corresponding dimension. The valid kind constants are described in
cannam@95 131 <a href="Real_002dto_002dReal-Transform-Kinds.html#Real_002dto_002dReal-Transform-Kinds">Real-to-Real Transform Kinds</a>. In a multi-dimensional transform,
cannam@95 132 what is computed is the separable product formed by taking each
cannam@95 133 transform kind along the corresponding dimension, one dimension after
cannam@95 134 another.
cannam@95 135
cannam@95 136 <li><a name="index-flags-211"></a><code>flags</code> is a bitwise OR (&lsquo;<samp><span class="samp">|</span></samp>&rsquo;) of zero or more planner flags,
cannam@95 137 as defined in <a href="Planner-Flags.html#Planner-Flags">Planner Flags</a>.
cannam@95 138
cannam@95 139 </ul>
cannam@95 140
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