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structfaiss_1_1LinearTransform.html 18.6 KB
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<li class="navelem"><a class="el" href="namespacefaiss.html">faiss</a></li><li class="navelem"><a class="el" href="structfaiss_1_1LinearTransform.html">LinearTransform</a></li>  </ul>
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<p><code>#include &lt;<a class="el" href="VectorTransform_8h_source.html">VectorTransform.h</a>&gt;</code></p>
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Inheritance diagram for faiss::LinearTransform:</div>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a2fffd6064defb7c3fdaf143c0c4a9bc7"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2fffd6064defb7c3fdaf143c0c4a9bc7"></a>
&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1LinearTransform.html#a2fffd6064defb7c3fdaf143c0c4a9bc7">LinearTransform</a> (int d_in=0, int <a class="el" href="structfaiss_1_1VectorTransform.html#a589d612f7b1773614619a0cbecd728a9">d_out</a>=0, bool have_bias=false)</td></tr>
<tr class="memdesc:a2fffd6064defb7c3fdaf143c0c4a9bc7"><td class="mdescLeft">&#160;</td><td class="mdescRight">both d_in &gt; d_out and d_out &lt; d_in are supported <br/></td></tr>
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<tr class="memitem:af9c20b4ae67691b5713489884ca9f80f"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af9c20b4ae67691b5713489884ca9f80f"></a>
void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1LinearTransform.html#af9c20b4ae67691b5713489884ca9f80f">apply_noalloc</a> (idx_t n, const float *x, float *xt) const override</td></tr>
<tr class="memdesc:af9c20b4ae67691b5713489884ca9f80f"><td class="mdescLeft">&#160;</td><td class="mdescRight">same as apply, but result is pre-allocated <br/></td></tr>
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<tr class="memitem:a1642efca4f5eb524c29722b0441c4d13"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1LinearTransform.html#a1642efca4f5eb524c29722b0441c4d13">transform_transpose</a> (idx_t n, const float *y, float *x) const </td></tr>
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<tr class="inherit_header pub_methods_structfaiss_1_1VectorTransform"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_structfaiss_1_1VectorTransform')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="structfaiss_1_1VectorTransform.html">faiss::VectorTransform</a></td></tr>
<tr class="memitem:a137f48bab695736f0b1d79a50cddc858 inherit pub_methods_structfaiss_1_1VectorTransform"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a137f48bab695736f0b1d79a50cddc858"></a>
&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1VectorTransform.html#a137f48bab695736f0b1d79a50cddc858">VectorTransform</a> (int d_in=0, int <a class="el" href="structfaiss_1_1VectorTransform.html#a589d612f7b1773614619a0cbecd728a9">d_out</a>=0)</td></tr>
<tr class="memdesc:a137f48bab695736f0b1d79a50cddc858 inherit pub_methods_structfaiss_1_1VectorTransform"><td class="mdescLeft">&#160;</td><td class="mdescRight">! output dimension <br/></td></tr>
<tr class="separator:a137f48bab695736f0b1d79a50cddc858 inherit pub_methods_structfaiss_1_1VectorTransform"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7350d4dd28d60866d55ba4f75d2da84c inherit pub_methods_structfaiss_1_1VectorTransform"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1VectorTransform.html#a7350d4dd28d60866d55ba4f75d2da84c">train</a> (idx_t n, const float *x)</td></tr>
<tr class="separator:a7350d4dd28d60866d55ba4f75d2da84c inherit pub_methods_structfaiss_1_1VectorTransform"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af3b3a8bf95911f4b28128001c83f91a5 inherit pub_methods_structfaiss_1_1VectorTransform"><td class="memItemLeft" align="right" valign="top">float *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1VectorTransform.html#af3b3a8bf95911f4b28128001c83f91a5">apply</a> (idx_t n, const float *x) const </td></tr>
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<tr class="memitem:a101ce54f1c60df19478801aa942470d9 inherit pub_methods_structfaiss_1_1VectorTransform"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1VectorTransform.html#a101ce54f1c60df19478801aa942470d9">reverse_transform</a> (idx_t n, const float *xt, float *x) const </td></tr>
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Public Attributes</h2></td></tr>
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bool&#160;</td><td class="memItemRight" valign="bottom"><b>have_bias</b></td></tr>
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<tr class="memitem:aa40e156ef57fe206cd5f3a58ec0660da"><td class="memItemLeft" align="right" valign="top">std::vector&lt; float &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1LinearTransform.html#aa40e156ef57fe206cd5f3a58ec0660da">A</a></td></tr>
<tr class="memdesc:aa40e156ef57fe206cd5f3a58ec0660da"><td class="mdescLeft">&#160;</td><td class="mdescRight">! whether to use the bias term  <a href="#aa40e156ef57fe206cd5f3a58ec0660da">More...</a><br/></td></tr>
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<tr class="memitem:ab0383f690aeb823876e9143febad1a87"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ab0383f690aeb823876e9143febad1a87"></a>
std::vector&lt; float &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1LinearTransform.html#ab0383f690aeb823876e9143febad1a87">b</a></td></tr>
<tr class="memdesc:ab0383f690aeb823876e9143febad1a87"><td class="mdescLeft">&#160;</td><td class="mdescRight">bias vector, size d_out <br/></td></tr>
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<tr class="memitem:ae351ccd1155b71ac9d2fbd8d11b7082a"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="ae351ccd1155b71ac9d2fbd8d11b7082a"></a>
bool&#160;</td><td class="memItemRight" valign="bottom"><b>verbose</b></td></tr>
<tr class="separator:ae351ccd1155b71ac9d2fbd8d11b7082a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_attribs_structfaiss_1_1VectorTransform"><td colspan="2" onclick="javascript:toggleInherit('pub_attribs_structfaiss_1_1VectorTransform')"><img src="closed.png" alt="-"/>&#160;Public Attributes inherited from <a class="el" href="structfaiss_1_1VectorTransform.html">faiss::VectorTransform</a></td></tr>
<tr class="memitem:afdf56cbd261a571cf6b8872be5bd43b6 inherit pub_attribs_structfaiss_1_1VectorTransform"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afdf56cbd261a571cf6b8872be5bd43b6"></a>
int&#160;</td><td class="memItemRight" valign="bottom"><b>d_in</b></td></tr>
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<tr class="memitem:a589d612f7b1773614619a0cbecd728a9 inherit pub_attribs_structfaiss_1_1VectorTransform"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a589d612f7b1773614619a0cbecd728a9"></a>
int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1VectorTransform.html#a589d612f7b1773614619a0cbecd728a9">d_out</a></td></tr>
<tr class="memdesc:a589d612f7b1773614619a0cbecd728a9 inherit pub_attribs_structfaiss_1_1VectorTransform"><td class="mdescLeft">&#160;</td><td class="mdescRight">! input dimension <br/></td></tr>
<tr class="separator:a589d612f7b1773614619a0cbecd728a9 inherit pub_attribs_structfaiss_1_1VectorTransform"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab511f1ddf608c00204555881ca28cb02 inherit pub_attribs_structfaiss_1_1VectorTransform"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1VectorTransform.html#ab511f1ddf608c00204555881ca28cb02">is_trained</a></td></tr>
<tr class="separator:ab511f1ddf608c00204555881ca28cb02 inherit pub_attribs_structfaiss_1_1VectorTransform"><td class="memSeparator" colspan="2">&#160;</td></tr>
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Additional Inherited Members</h2></td></tr>
<tr class="inherit_header pub_types_structfaiss_1_1VectorTransform"><td colspan="2" onclick="javascript:toggleInherit('pub_types_structfaiss_1_1VectorTransform')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="structfaiss_1_1VectorTransform.html">faiss::VectorTransform</a></td></tr>
<tr class="memitem:a410516b4efdae041546d87f6bef2e422 inherit pub_types_structfaiss_1_1VectorTransform"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a410516b4efdae041546d87f6bef2e422"></a>
typedef <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">Index::idx_t</a>&#160;</td><td class="memItemRight" valign="bottom"><b>idx_t</b></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Generic linear transformation, with bias term applied on output y = A * x + b </p>

<p>Definition at line <a class="el" href="VectorTransform_8h_source.html#l00077">77</a> of file <a class="el" href="VectorTransform_8h_source.html">VectorTransform.h</a>.</p>
</div><h2 class="groupheader">Member Function Documentation</h2>
<a class="anchor" id="a1642efca4f5eb524c29722b0441c4d13"></a>
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          <td class="memname">void LinearTransform::transform_transpose </td>
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          <td class="paramname"><em>n</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
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          <td class="paramtype">const float *&#160;</td>
          <td class="paramname"><em>y</em>, </td>
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        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float *&#160;</td>
          <td class="paramname"><em>x</em>&#160;</td>
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          <td></td>
          <td>)</td>
          <td></td><td> const</td>
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<p>compute x = A^T * (x - b) is reverse transform if A has orthonormal lines </p>

<p>Definition at line <a class="el" href="VectorTransform_8cpp_source.html#l00134">134</a> of file <a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a>.</p>

</div>
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<h2 class="groupheader">Member Data Documentation</h2>
<a class="anchor" id="aa40e156ef57fe206cd5f3a58ec0660da"></a>
<div class="memitem">
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          <td class="memname">std::vector&lt;float&gt; faiss::LinearTransform::A</td>
        </tr>
      </table>
</div><div class="memdoc">

<p>! whether to use the bias term </p>
<p>Transformation matrix, size d_out * d_in </p>

<p>Definition at line <a class="el" href="VectorTransform_8h_source.html#l00082">82</a> of file <a class="el" href="VectorTransform_8h_source.html">VectorTransform.h</a>.</p>

</div>
</div>
<hr/>The documentation for this struct was generated from the following files:<ul>
<li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="VectorTransform_8h_source.html">VectorTransform.h</a></li>
<li>/data/users/matthijs/github_faiss/faiss/<a class="el" href="VectorTransform_8cpp_source.html">VectorTransform.cpp</a></li>
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