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34 | <span>Home</span></a></h1> |
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35 | <h2 class="heading"><span>3.9. Python model evaluator</span></h2> |
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39 | <p> |
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40 | «  <a href="kerneldll.html">3.8. Ctypes model evaluator</a> |
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50 | |
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51 | <div class="section" id="python-model-evaluator"> |
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52 | <h1>3.9. Python model evaluator<a class="headerlink" href="#python-model-evaluator" title="Permalink to this headline">¶</a></h1> |
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53 | <div class="section" id="module-sasmodels.kernelpy"> |
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54 | <span id="sasmodels-kernelpy"></span><h2>3.9.1. <a class="reference internal" href="#module-sasmodels.kernelpy" title="sasmodels.kernelpy"><tt class="xref py py-mod docutils literal"><span class="pre">sasmodels.kernelpy</span></tt></a><a class="headerlink" href="#module-sasmodels.kernelpy" title="Permalink to this headline">¶</a></h2> |
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55 | <dl class="class"> |
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56 | <dt id="sasmodels.kernelpy.PyInput"> |
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57 | <em class="property">class </em><tt class="descclassname">sasmodels.kernelpy.</tt><tt class="descname">PyInput</tt><big>(</big><em>q_vectors</em>, <em>dtype</em><big>)</big><a class="headerlink" href="#sasmodels.kernelpy.PyInput" title="Permalink to this definition">¶</a></dt> |
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58 | <dd><p>Bases: <tt class="xref py py-class docutils literal"><span class="pre">object</span></tt></p> |
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59 | <p>Make q data available to the gpu.</p> |
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60 | <p><em>q_vectors</em> is a list of q vectors, which will be <em>[q]</em> for 1-D data, |
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61 | and <em>[qx, qy]</em> for 2-D data. Internally, the vectors will be reallocated |
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62 | to get the best performance on OpenCL, which may involve shifting and |
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63 | stretching the array to better match the memory architecture. Additional |
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64 | points will be evaluated with <em>q=1e-3</em>.</p> |
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65 | <p><em>dtype</em> is the data type for the q vectors. The data type should be |
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66 | set to match that of the kernel, which is an attribute of |
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67 | <tt class="xref py py-class docutils literal"><span class="pre">GpuProgram</span></tt>. Note that not all kernels support double |
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68 | precision, so even if the program was created for double precision, |
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69 | the <em>GpuProgram.dtype</em> may be single precision.</p> |
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70 | <p>Call <a class="reference internal" href="#sasmodels.kernelpy.PyInput.release" title="sasmodels.kernelpy.PyInput.release"><tt class="xref py py-meth docutils literal"><span class="pre">release()</span></tt></a> when complete. Even if not called directly, the |
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71 | buffer will be released when the data object is freed.</p> |
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72 | <dl class="method"> |
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73 | <dt id="sasmodels.kernelpy.PyInput.release"> |
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74 | <tt class="descname">release</tt><big>(</big><big>)</big><a class="headerlink" href="#sasmodels.kernelpy.PyInput.release" title="Permalink to this definition">¶</a></dt> |
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75 | <dd></dd></dl> |
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76 | |
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77 | </dd></dl> |
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78 | |
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79 | <dl class="class"> |
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80 | <dt id="sasmodels.kernelpy.PyKernel"> |
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81 | <em class="property">class </em><tt class="descclassname">sasmodels.kernelpy.</tt><tt class="descname">PyKernel</tt><big>(</big><em>kernel</em>, <em>info</em>, <em>q_input</em><big>)</big><a class="headerlink" href="#sasmodels.kernelpy.PyKernel" title="Permalink to this definition">¶</a></dt> |
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82 | <dd><p>Bases: <tt class="xref py py-class docutils literal"><span class="pre">object</span></tt></p> |
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83 | <p>Callable SAS kernel.</p> |
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84 | <p><em>kernel</em> is the DllKernel object to call.</p> |
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85 | <p><em>info</em> is the module information</p> |
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86 | <p><em>q_input</em> is the DllInput q vectors at which the kernel should be |
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87 | evaluated.</p> |
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88 | <p>The resulting call method takes the <em>pars</em>, a list of values for |
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89 | the fixed parameters to the kernel, and <em>pd_pars</em>, a list of (value,weight) |
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90 | vectors for the polydisperse parameters. <em>cutoff</em> determines the |
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91 | integration limits: any points with combined weight less than <em>cutoff</em> |
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92 | will not be calculated.</p> |
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93 | <p>Call <a class="reference internal" href="#sasmodels.kernelpy.PyKernel.release" title="sasmodels.kernelpy.PyKernel.release"><tt class="xref py py-meth docutils literal"><span class="pre">release()</span></tt></a> when done with the kernel instance.</p> |
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94 | <dl class="method"> |
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95 | <dt id="sasmodels.kernelpy.PyKernel.release"> |
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96 | <tt class="descname">release</tt><big>(</big><big>)</big><a class="headerlink" href="#sasmodels.kernelpy.PyKernel.release" title="Permalink to this definition">¶</a></dt> |
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97 | <dd></dd></dl> |
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98 | |
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99 | </dd></dl> |
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100 | |
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101 | <dl class="class"> |
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102 | <dt id="sasmodels.kernelpy.PyModel"> |
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103 | <em class="property">class </em><tt class="descclassname">sasmodels.kernelpy.</tt><tt class="descname">PyModel</tt><big>(</big><em>info</em><big>)</big><a class="headerlink" href="#sasmodels.kernelpy.PyModel" title="Permalink to this definition">¶</a></dt> |
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104 | <dd><p>Bases: <tt class="xref py py-class docutils literal"><span class="pre">object</span></tt></p> |
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105 | <dl class="method"> |
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106 | <dt id="sasmodels.kernelpy.PyModel.make_input"> |
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107 | <tt class="descname">make_input</tt><big>(</big><em>q_vectors</em><big>)</big><a class="headerlink" href="#sasmodels.kernelpy.PyModel.make_input" title="Permalink to this definition">¶</a></dt> |
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108 | <dd></dd></dl> |
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109 | |
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110 | <dl class="method"> |
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111 | <dt id="sasmodels.kernelpy.PyModel.release"> |
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112 | <tt class="descname">release</tt><big>(</big><big>)</big><a class="headerlink" href="#sasmodels.kernelpy.PyModel.release" title="Permalink to this definition">¶</a></dt> |
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113 | <dd></dd></dl> |
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114 | |
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115 | </dd></dl> |
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124 | <p> |
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125 | «  <a href="kerneldll.html">3.8. Ctypes model evaluator</a> |
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126 |   ::   |
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128 |   ::   |
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129 | <a href="model_test.html">3.10. Unit test support</a>  Â» |
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