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478 lines
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<li class="navelem"><a class="el" href="namespacefaiss.html">faiss</a></li><li class="navelem"><b>gpu</b></li><li class="navelem"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html">GpuIndexIVFFlat</a></li> </ul>
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<div class="title">faiss::gpu::GpuIndexIVFFlat Class Reference</div> </div>
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<p><code>#include <<a class="el" href="GpuIndexIVFFlat_8h_source.html">GpuIndexIVFFlat.h</a>></code></p>
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Inheritance diagram for faiss::gpu::GpuIndexIVFFlat:</div>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:a33fe6f13e34cd0708ae981f0c0b381ef"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a33fe6f13e34cd0708ae981f0c0b381ef">GpuIndexIVFFlat</a> (<a class="el" href="classfaiss_1_1gpu_1_1GpuResources.html">GpuResources</a> *resources, const <a class="el" href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a> *index, <a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html">GpuIndexIVFFlatConfig</a> config=<a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html">GpuIndexIVFFlatConfig</a>())</td></tr>
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<tr class="separator:a33fe6f13e34cd0708ae981f0c0b381ef"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a94ca17bf69483ae7b9067f01da50d642"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a94ca17bf69483ae7b9067f01da50d642">GpuIndexIVFFlat</a> (<a class="el" href="classfaiss_1_1gpu_1_1GpuResources.html">GpuResources</a> *resources, int dims, int nlist, <a class="el" href="namespacefaiss.html#afd12191c638da74760ff397cf319752c">faiss::MetricType</a> metric, <a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html">GpuIndexIVFFlatConfig</a> config=<a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html">GpuIndexIVFFlatConfig</a>())</td></tr>
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<tr class="separator:a94ca17bf69483ae7b9067f01da50d642"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a329d7734f1285788d10c1fbf1f88d72f"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a329d7734f1285788d10c1fbf1f88d72f"></a>
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void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a329d7734f1285788d10c1fbf1f88d72f">reserveMemory</a> (size_t numVecs)</td></tr>
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<tr class="memdesc:a329d7734f1285788d10c1fbf1f88d72f"><td class="mdescLeft"> </td><td class="mdescRight">Reserve GPU memory in our inverted lists for this number of vectors. <br/></td></tr>
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<tr class="separator:a329d7734f1285788d10c1fbf1f88d72f"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a96fd66c31c7e46b1549ed61d1b3476f3"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a96fd66c31c7e46b1549ed61d1b3476f3">copyFrom</a> (const <a class="el" href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a> *index)</td></tr>
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<tr class="separator:a96fd66c31c7e46b1549ed61d1b3476f3"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a345980d7ae4b5baadf93f647fc6cb0b1"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a345980d7ae4b5baadf93f647fc6cb0b1">copyTo</a> (<a class="el" href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a> *index) const </td></tr>
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<tr class="separator:a345980d7ae4b5baadf93f647fc6cb0b1"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:adaa727f3e951068501ebf381b001f3bd"><td class="memItemLeft" align="right" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#adaa727f3e951068501ebf381b001f3bd">reclaimMemory</a> ()</td></tr>
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<tr class="separator:adaa727f3e951068501ebf381b001f3bd"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a88676a893e9b44041e7a52327d960b54"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a88676a893e9b44041e7a52327d960b54"></a>
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void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a88676a893e9b44041e7a52327d960b54">reset</a> () override</td></tr>
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<tr class="memdesc:a88676a893e9b44041e7a52327d960b54"><td class="mdescLeft"> </td><td class="mdescRight">removes all elements from the database. <br/></td></tr>
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<tr class="separator:a88676a893e9b44041e7a52327d960b54"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a3c5b3760acb01814892fe93c72f08304"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a3c5b3760acb01814892fe93c72f08304">train</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">Index::idx_t</a> n, const float *x) override</td></tr>
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<tr class="separator:a3c5b3760acb01814892fe93c72f08304"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html">faiss::gpu::GpuIndexIVF</a></td></tr>
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<tr class="memitem:a46a559961d36eef8ee930bb5b4aba85a inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a46a559961d36eef8ee930bb5b4aba85a"></a>
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 </td><td class="memItemRight" valign="bottom"><b>GpuIndexIVF</b> (<a class="el" href="classfaiss_1_1gpu_1_1GpuResources.html">GpuResources</a> *resources, int dims, <a class="el" href="namespacefaiss.html#afd12191c638da74760ff397cf319752c">faiss::MetricType</a> metric, int nlist, <a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFConfig.html">GpuIndexIVFConfig</a> config=<a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFConfig.html">GpuIndexIVFConfig</a>())</td></tr>
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<tr class="separator:a46a559961d36eef8ee930bb5b4aba85a inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a94c2c171f9a2d27085dea9101067bdf2 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a94c2c171f9a2d27085dea9101067bdf2"></a>
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void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a94c2c171f9a2d27085dea9101067bdf2">copyFrom</a> (const <a class="el" href="structfaiss_1_1IndexIVF.html">faiss::IndexIVF</a> *index)</td></tr>
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<tr class="memdesc:a94c2c171f9a2d27085dea9101067bdf2 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Copy what we need from the CPU equivalent. <br/></td></tr>
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<tr class="separator:a94c2c171f9a2d27085dea9101067bdf2 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a1db0a796b8b2917d989952c5f07fbe55 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1db0a796b8b2917d989952c5f07fbe55"></a>
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void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a1db0a796b8b2917d989952c5f07fbe55">copyTo</a> (<a class="el" href="structfaiss_1_1IndexIVF.html">faiss::IndexIVF</a> *index) const </td></tr>
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<tr class="memdesc:a1db0a796b8b2917d989952c5f07fbe55 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Copy what we have to the CPU equivalent. <br/></td></tr>
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<tr class="separator:a1db0a796b8b2917d989952c5f07fbe55 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a43a63e93d55b79eac38173f219743ddf inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a43a63e93d55b79eac38173f219743ddf"></a>
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int </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a43a63e93d55b79eac38173f219743ddf">getNumLists</a> () const </td></tr>
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<tr class="memdesc:a43a63e93d55b79eac38173f219743ddf inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Returns the number of inverted lists we're managing. <br/></td></tr>
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<tr class="separator:a43a63e93d55b79eac38173f219743ddf inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:afe6eb789377072b309d7a385aa0d1c5e inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afe6eb789377072b309d7a385aa0d1c5e"></a>
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<a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html">GpuIndexFlat</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#afe6eb789377072b309d7a385aa0d1c5e">getQuantizer</a> ()</td></tr>
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<tr class="memdesc:afe6eb789377072b309d7a385aa0d1c5e inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Return the quantizer we're using. <br/></td></tr>
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<tr class="separator:afe6eb789377072b309d7a385aa0d1c5e inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a1efac4b9801d57fa6d0085d6aed9c1f2 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a1efac4b9801d57fa6d0085d6aed9c1f2"></a>
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void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a1efac4b9801d57fa6d0085d6aed9c1f2">setNumProbes</a> (int nprobe)</td></tr>
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<tr class="memdesc:a1efac4b9801d57fa6d0085d6aed9c1f2 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Sets the number of list probes per query. <br/></td></tr>
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<tr class="separator:a1efac4b9801d57fa6d0085d6aed9c1f2 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a13bce124f8acada641daf60d6edddb33 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a13bce124f8acada641daf60d6edddb33"></a>
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int </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a13bce124f8acada641daf60d6edddb33">getNumProbes</a> () const </td></tr>
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<tr class="memdesc:a13bce124f8acada641daf60d6edddb33 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Returns our current number of list probes per query. <br/></td></tr>
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<tr class="separator:a13bce124f8acada641daf60d6edddb33 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ace41857c97a357284acbe4556c9da3da inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#ace41857c97a357284acbe4556c9da3da">add</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">Index::idx_t</a> n, const float *x) override</td></tr>
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<tr class="separator:ace41857c97a357284acbe4556c9da3da inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classfaiss_1_1gpu_1_1GpuIndex')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html">faiss::gpu::GpuIndex</a></td></tr>
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<tr class="memitem:a9bd06bc3c4ac62195b80389ce8fd1f28 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a9bd06bc3c4ac62195b80389ce8fd1f28"></a>
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 </td><td class="memItemRight" valign="bottom"><b>GpuIndex</b> (<a class="el" href="classfaiss_1_1gpu_1_1GpuResources.html">GpuResources</a> *resources, int dims, <a class="el" href="namespacefaiss.html#afd12191c638da74760ff397cf319752c">faiss::MetricType</a> metric, <a class="el" href="structfaiss_1_1gpu_1_1GpuIndexConfig.html">GpuIndexConfig</a> config)</td></tr>
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<tr class="separator:a9bd06bc3c4ac62195b80389ce8fd1f28 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a88b10d410c10fa8667c394ee7fbfbdbc inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a88b10d410c10fa8667c394ee7fbfbdbc"></a>
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int </td><td class="memItemRight" valign="bottom"><b>getDevice</b> () const </td></tr>
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<tr class="separator:a88b10d410c10fa8667c394ee7fbfbdbc inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aa40dd7a62abea6f8e8a7afdaf1e81cef inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aa40dd7a62abea6f8e8a7afdaf1e81cef"></a>
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<a class="el" href="classfaiss_1_1gpu_1_1GpuResources.html">GpuResources</a> * </td><td class="memItemRight" valign="bottom"><b>getResources</b> ()</td></tr>
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<tr class="separator:aa40dd7a62abea6f8e8a7afdaf1e81cef inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a47f6969fe60d82b8e3407557ba9eec88 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a47f6969fe60d82b8e3407557ba9eec88">add_with_ids</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">Index::idx_t</a> n, const float *x, const <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">Index::idx_t</a> *ids) override</td></tr>
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<tr class="separator:a47f6969fe60d82b8e3407557ba9eec88 inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a6f1cadb5e8970c9c1fdf15eddb9d874f inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a6f1cadb5e8970c9c1fdf15eddb9d874f">search</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> n, const float *x, <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> k, float *distances, <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> *labels) const override</td></tr>
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<tr class="separator:a6f1cadb5e8970c9c1fdf15eddb9d874f inherit pub_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pub_methods_structfaiss_1_1Index"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_structfaiss_1_1Index')"><img src="closed.png" alt="-"/> Public Member Functions inherited from <a class="el" href="structfaiss_1_1Index.html">faiss::Index</a></td></tr>
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<tr class="memitem:a18475cb29370bd6ac3c9f41d39f2e8ec inherit pub_methods_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a18475cb29370bd6ac3c9f41d39f2e8ec"></a>
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 </td><td class="memItemRight" valign="bottom"><b>Index</b> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> <a class="el" href="structfaiss_1_1Index.html#a2a002388d2c081c2dbab8508dcefe73d">d</a>=0, <a class="el" href="namespacefaiss.html#afd12191c638da74760ff397cf319752c">MetricType</a> metric=METRIC_INNER_PRODUCT)</td></tr>
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<tr class="separator:a18475cb29370bd6ac3c9f41d39f2e8ec inherit pub_methods_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a236897832a58dbb205e2d662c1929fb1 inherit pub_methods_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a236897832a58dbb205e2d662c1929fb1">range_search</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> n, const float *x, float radius, <a class="el" href="structfaiss_1_1RangeSearchResult.html">RangeSearchResult</a> *result) const </td></tr>
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<tr class="separator:a236897832a58dbb205e2d662c1929fb1 inherit pub_methods_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8bc5d8d1cd0dd7b34b3c98a9f76b4a9c inherit pub_methods_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a8bc5d8d1cd0dd7b34b3c98a9f76b4a9c">assign</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> n, const float *x, <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> *labels, <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> k=1)</td></tr>
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<tr class="separator:a8bc5d8d1cd0dd7b34b3c98a9f76b4a9c inherit pub_methods_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:af8bf7bd97aeed8ad5fc48b242379a68a inherit pub_methods_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top">virtual long </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#af8bf7bd97aeed8ad5fc48b242379a68a">remove_ids</a> (const <a class="el" href="structfaiss_1_1IDSelector.html">IDSelector</a> &sel)</td></tr>
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<tr class="separator:af8bf7bd97aeed8ad5fc48b242379a68a inherit pub_methods_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aaef6f4132b1f390121ebb11058baf190 inherit pub_methods_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#aaef6f4132b1f390121ebb11058baf190">reconstruct</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> key, float *recons) const </td></tr>
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<tr class="separator:aaef6f4132b1f390121ebb11058baf190 inherit pub_methods_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a1936604fffe16b0ef2a3879305950738 inherit pub_methods_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top">virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a1936604fffe16b0ef2a3879305950738">reconstruct_n</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> i0, <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> ni, float *recons) const </td></tr>
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<tr class="separator:a1936604fffe16b0ef2a3879305950738 inherit pub_methods_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aaae77608bbda70b1098897e9167a82f9 inherit pub_methods_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#aaae77608bbda70b1098897e9167a82f9">compute_residual</a> (const float *x, float *residual, <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> key) const </td></tr>
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<tr class="separator:aaae77608bbda70b1098897e9167a82f9 inherit pub_methods_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a373c30e3d87d1d4e616f450d87152b1a inherit pub_methods_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a373c30e3d87d1d4e616f450d87152b1a">display</a> () const </td></tr>
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<tr class="separator:a373c30e3d87d1d4e616f450d87152b1a inherit pub_methods_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pro-methods"></a>
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Protected Member Functions</h2></td></tr>
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<tr class="memitem:a64bd89e18b8199ae7a88066890b10a0e"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a64bd89e18b8199ae7a88066890b10a0e"></a>
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void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a64bd89e18b8199ae7a88066890b10a0e">addImpl_</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> n, const float *x, const <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> *ids) override</td></tr>
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<tr class="memdesc:a64bd89e18b8199ae7a88066890b10a0e"><td class="mdescLeft"> </td><td class="mdescRight">Called from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html">GpuIndex</a> for add/add_with_ids. <br/></td></tr>
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<tr class="separator:a64bd89e18b8199ae7a88066890b10a0e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a3285302b227052fee57b3df10c2a482b"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a3285302b227052fee57b3df10c2a482b"></a>
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void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVFFlat.html#a3285302b227052fee57b3df10c2a482b">searchImpl_</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> n, const float *x, <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> k, float *distances, <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> *labels) const override</td></tr>
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<tr class="memdesc:a3285302b227052fee57b3df10c2a482b"><td class="mdescLeft"> </td><td class="mdescRight">Called from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html">GpuIndex</a> for search. <br/></td></tr>
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<tr class="separator:a3285302b227052fee57b3df10c2a482b"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pro_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td colspan="2" onclick="javascript:toggleInherit('pro_methods_classfaiss_1_1gpu_1_1GpuIndexIVF')"><img src="closed.png" alt="-"/> Protected Member Functions inherited from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html">faiss::gpu::GpuIndexIVF</a></td></tr>
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<tr class="memitem:a8d590e207ff158c1d17df627891f21c4 inherit pro_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8d590e207ff158c1d17df627891f21c4"></a>
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void </td><td class="memItemRight" valign="bottom"><b>trainQuantizer_</b> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">faiss::Index::idx_t</a> n, const float *x)</td></tr>
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<tr class="separator:a8d590e207ff158c1d17df627891f21c4 inherit pro_methods_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pro_methods_classfaiss_1_1gpu_1_1GpuIndex"><td colspan="2" onclick="javascript:toggleInherit('pro_methods_classfaiss_1_1gpu_1_1GpuIndex')"><img src="closed.png" alt="-"/> Protected Member Functions inherited from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html">faiss::gpu::GpuIndex</a></td></tr>
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<tr class="memitem:a90a4b0c76c15512d1d231383c404d8d2 inherit pro_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a90a4b0c76c15512d1d231383c404d8d2">addInternal_</a> (<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">Index::idx_t</a> n, const float *x, const <a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">Index::idx_t</a> *ids)</td></tr>
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<tr class="separator:a90a4b0c76c15512d1d231383c404d8d2 inherit pro_methods_classfaiss_1_1gpu_1_1GpuIndex"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="inherited"></a>
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Additional Inherited Members</h2></td></tr>
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<tr class="inherit_header pub_types_structfaiss_1_1Index"><td colspan="2" onclick="javascript:toggleInherit('pub_types_structfaiss_1_1Index')"><img src="closed.png" alt="-"/> Public Types inherited from <a class="el" href="structfaiss_1_1Index.html">faiss::Index</a></td></tr>
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<tr class="memitem:a040c6aed1f224f3ea7bf58eebc0c31a4 inherit pub_types_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a040c6aed1f224f3ea7bf58eebc0c31a4"></a>
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typedef long </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a></td></tr>
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<tr class="memdesc:a040c6aed1f224f3ea7bf58eebc0c31a4 inherit pub_types_structfaiss_1_1Index"><td class="mdescLeft"> </td><td class="mdescRight">all indices are this type <br/></td></tr>
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<tr class="separator:a040c6aed1f224f3ea7bf58eebc0c31a4 inherit pub_types_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pub_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td colspan="2" onclick="javascript:toggleInherit('pub_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF')"><img src="closed.png" alt="-"/> Public Attributes inherited from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html">faiss::gpu::GpuIndexIVF</a></td></tr>
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<tr class="memitem:a520803e209b44c904b876d6b8dad23c9 inherit pub_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="el" href="structfaiss_1_1ClusteringParameters.html">ClusteringParameters</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a520803e209b44c904b876d6b8dad23c9">cp</a></td></tr>
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<tr class="separator:a520803e209b44c904b876d6b8dad23c9 inherit pub_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pub_attribs_structfaiss_1_1Index"><td colspan="2" onclick="javascript:toggleInherit('pub_attribs_structfaiss_1_1Index')"><img src="closed.png" alt="-"/> Public Attributes inherited from <a class="el" href="structfaiss_1_1Index.html">faiss::Index</a></td></tr>
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<tr class="memitem:a2a002388d2c081c2dbab8508dcefe73d inherit pub_attribs_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a2a002388d2c081c2dbab8508dcefe73d"></a>
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int </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a2a002388d2c081c2dbab8508dcefe73d">d</a></td></tr>
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<tr class="memdesc:a2a002388d2c081c2dbab8508dcefe73d inherit pub_attribs_structfaiss_1_1Index"><td class="mdescLeft"> </td><td class="mdescRight">vector dimension <br/></td></tr>
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<tr class="separator:a2a002388d2c081c2dbab8508dcefe73d inherit pub_attribs_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a6970683faa021b7a6f1a0865c0d4eccd inherit pub_attribs_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6970683faa021b7a6f1a0865c0d4eccd"></a>
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<a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">idx_t</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a6970683faa021b7a6f1a0865c0d4eccd">ntotal</a></td></tr>
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<tr class="memdesc:a6970683faa021b7a6f1a0865c0d4eccd inherit pub_attribs_structfaiss_1_1Index"><td class="mdescLeft"> </td><td class="mdescRight">total nb of indexed vectors <br/></td></tr>
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<tr class="separator:a6970683faa021b7a6f1a0865c0d4eccd inherit pub_attribs_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a5590d847c5c2b958affd2a05e58a6f23 inherit pub_attribs_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a5590d847c5c2b958affd2a05e58a6f23"></a>
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bool </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a5590d847c5c2b958affd2a05e58a6f23">verbose</a></td></tr>
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<tr class="memdesc:a5590d847c5c2b958affd2a05e58a6f23 inherit pub_attribs_structfaiss_1_1Index"><td class="mdescLeft"> </td><td class="mdescRight">verbosity level <br/></td></tr>
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<tr class="separator:a5590d847c5c2b958affd2a05e58a6f23 inherit pub_attribs_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a6e92732617c4dbe364e7678dd8773a7f inherit pub_attribs_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a6e92732617c4dbe364e7678dd8773a7f"></a>
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bool </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a6e92732617c4dbe364e7678dd8773a7f">is_trained</a></td></tr>
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<tr class="memdesc:a6e92732617c4dbe364e7678dd8773a7f inherit pub_attribs_structfaiss_1_1Index"><td class="mdescLeft"> </td><td class="mdescRight">set if the <a class="el" href="structfaiss_1_1Index.html">Index</a> does not require training, or if training is done already <br/></td></tr>
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<tr class="separator:a6e92732617c4dbe364e7678dd8773a7f inherit pub_attribs_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8e18f641854b2bde83ecff0a2f9a6f4e inherit pub_attribs_structfaiss_1_1Index"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a8e18f641854b2bde83ecff0a2f9a6f4e"></a>
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<a class="el" href="namespacefaiss.html#afd12191c638da74760ff397cf319752c">MetricType</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structfaiss_1_1Index.html#a8e18f641854b2bde83ecff0a2f9a6f4e">metric_type</a></td></tr>
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<tr class="memdesc:a8e18f641854b2bde83ecff0a2f9a6f4e inherit pub_attribs_structfaiss_1_1Index"><td class="mdescLeft"> </td><td class="mdescRight">type of metric this index uses for search <br/></td></tr>
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<tr class="separator:a8e18f641854b2bde83ecff0a2f9a6f4e inherit pub_attribs_structfaiss_1_1Index"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td colspan="2" onclick="javascript:toggleInherit('pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF')"><img src="closed.png" alt="-"/> Protected Attributes inherited from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html">faiss::gpu::GpuIndexIVF</a></td></tr>
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<tr class="memitem:afef2728938dadaaa02e8aa24a8c11014 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="afef2728938dadaaa02e8aa24a8c11014"></a>
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<a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFConfig.html">GpuIndexIVFConfig</a> </td><td class="memItemRight" valign="bottom"><b>ivfConfig_</b></td></tr>
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<tr class="separator:afef2728938dadaaa02e8aa24a8c11014 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aba606c141e714fab843493cc58167494 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aba606c141e714fab843493cc58167494"></a>
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int </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#aba606c141e714fab843493cc58167494">nlist_</a></td></tr>
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<tr class="memdesc:aba606c141e714fab843493cc58167494 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Number of inverted lists that we manage. <br/></td></tr>
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<tr class="separator:aba606c141e714fab843493cc58167494 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a187bdcbbac02bf8fd0e6bb40a1c0426b inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a187bdcbbac02bf8fd0e6bb40a1c0426b"></a>
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int </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#a187bdcbbac02bf8fd0e6bb40a1c0426b">nprobe_</a></td></tr>
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<tr class="memdesc:a187bdcbbac02bf8fd0e6bb40a1c0426b inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Number of inverted list probes per query. <br/></td></tr>
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<tr class="memitem:aaa7dd748e3cbd7ef68f2e384ac503eab inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="aaa7dd748e3cbd7ef68f2e384ac503eab"></a>
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<a class="el" href="classfaiss_1_1gpu_1_1GpuIndexFlat.html">GpuIndexFlat</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndexIVF.html#aaa7dd748e3cbd7ef68f2e384ac503eab">quantizer_</a></td></tr>
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<tr class="memdesc:aaa7dd748e3cbd7ef68f2e384ac503eab inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="mdescLeft"> </td><td class="mdescRight">Quantizer for inverted lists. <br/></td></tr>
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<tr class="separator:aaa7dd748e3cbd7ef68f2e384ac503eab inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndexIVF"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="inherit_header pro_attribs_classfaiss_1_1gpu_1_1GpuIndex"><td colspan="2" onclick="javascript:toggleInherit('pro_attribs_classfaiss_1_1gpu_1_1GpuIndex')"><img src="closed.png" alt="-"/> Protected Attributes inherited from <a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html">faiss::gpu::GpuIndex</a></td></tr>
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<tr class="memitem:a17b82a8a11783da6eb1b07c9aab98c36 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a17b82a8a11783da6eb1b07c9aab98c36"></a>
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<a class="el" href="classfaiss_1_1gpu_1_1GpuResources.html">GpuResources</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a17b82a8a11783da6eb1b07c9aab98c36">resources_</a></td></tr>
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<tr class="memdesc:a17b82a8a11783da6eb1b07c9aab98c36 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndex"><td class="mdescLeft"> </td><td class="mdescRight">Manages streans, cuBLAS handles and scratch memory for devices. <br/></td></tr>
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<tr class="memitem:a67750633faa35677ee505a1e61cfe142 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="a67750633faa35677ee505a1e61cfe142"></a>
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const int </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#a67750633faa35677ee505a1e61cfe142">device_</a></td></tr>
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<tr class="memdesc:a67750633faa35677ee505a1e61cfe142 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndex"><td class="mdescLeft"> </td><td class="mdescRight">The GPU device we are resident on. <br/></td></tr>
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<tr class="separator:a67750633faa35677ee505a1e61cfe142 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndex"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:af304169eac7781b573f76d545f37b7d9 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndex"><td class="memItemLeft" align="right" valign="top"><a class="anchor" id="af304169eac7781b573f76d545f37b7d9"></a>
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const MemorySpace </td><td class="memItemRight" valign="bottom"><a class="el" href="classfaiss_1_1gpu_1_1GpuIndex.html#af304169eac7781b573f76d545f37b7d9">memorySpace_</a></td></tr>
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<tr class="memdesc:af304169eac7781b573f76d545f37b7d9 inherit pro_attribs_classfaiss_1_1gpu_1_1GpuIndex"><td class="mdescLeft"> </td><td class="mdescRight">The memory space of our primary storage on the GPU. <br/></td></tr>
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</table>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock"><p>Wrapper around the GPU implementation that looks like <a class="el" href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a> </p>
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<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8h_source.html#l00034">34</a> of file <a class="el" href="GpuIndexIVFFlat_8h_source.html">GpuIndexIVFFlat.h</a>.</p>
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</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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<td class="memname">faiss::gpu::GpuIndexIVFFlat::GpuIndexIVFFlat </td>
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<td>(</td>
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<td class="paramtype"><a class="el" href="classfaiss_1_1gpu_1_1GpuResources.html">GpuResources</a> * </td>
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<td class="paramname"><em>resources</em>, </td>
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<td class="paramkey"></td>
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<td class="paramtype">const <a class="el" href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a> * </td>
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<td class="paramname"><em>index</em>, </td>
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<td class="paramkey"></td>
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<td></td>
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<td class="paramtype"><a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html">GpuIndexIVFFlatConfig</a> </td>
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<td class="paramname"><em>config</em> = <code><a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html">GpuIndexIVFFlatConfig</a>()</code> </td>
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<p>Construct from a pre-existing <a class="el" href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a> instance, copying data over to the given GPU, if the input index is trained. </p>
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<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00025">25</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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<td>(</td>
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<td class="paramname"><em>resources</em>, </td>
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<td class="paramtype">int </td>
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<td class="paramname"><em>dims</em>, </td>
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<td class="paramtype">int </td>
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<td class="paramname"><em>nlist</em>, </td>
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<td class="paramkey"></td>
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<td></td>
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<td class="paramtype"><a class="el" href="namespacefaiss.html#afd12191c638da74760ff397cf319752c">faiss::MetricType</a> </td>
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<td class="paramname"><em>metric</em>, </td>
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<td class="paramtype"><a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html">GpuIndexIVFFlatConfig</a> </td>
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<td class="paramname"><em>config</em> = <code><a class="el" href="structfaiss_1_1gpu_1_1GpuIndexIVFFlatConfig.html">GpuIndexIVFFlatConfig</a>()</code> </td>
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<td></td>
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<td>)</td>
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<p>Constructs a new instance with an empty flat quantizer; the user provides the number of lists desired. </p>
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<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00044">44</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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<h2 class="groupheader">Member Function Documentation</h2>
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<td class="memname">void faiss::gpu::GpuIndexIVFFlat::copyFrom </td>
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<td>(</td>
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<td class="paramtype">const <a class="el" href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a> * </td>
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<td class="paramname"><em>index</em></td><td>)</td>
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<p>Initialize ourselves from the given CPU index; will overwrite all data in ourselves </p>
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<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00079">79</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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<td class="memname">void faiss::gpu::GpuIndexIVFFlat::copyTo </td>
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<td>(</td>
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<td class="paramtype"><a class="el" href="structfaiss_1_1IndexIVFFlat.html">faiss::IndexIVFFlat</a> * </td>
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<td class="paramname"><em>index</em></td><td>)</td>
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<td> const</td>
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<p>Copy ourselves to the given CPU index; will overwrite all data in the index instance </p>
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<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00126">126</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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<td class="memname">size_t faiss::gpu::GpuIndexIVFFlat::reclaimMemory </td>
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<td>(</td>
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<p>After adding vectors, one can call this to reclaim device memory to exactly the amount needed. Returns space reclaimed in bytes </p>
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<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00150">150</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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<td class="memname">void faiss::gpu::GpuIndexIVFFlat::train </td>
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<td>(</td>
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<td class="paramtype"><a class="el" href="structfaiss_1_1Index.html#a040c6aed1f224f3ea7bf58eebc0c31a4">Index::idx_t</a> </td>
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<td class="paramname">, </td>
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<td class="paramtype">const float * </td>
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<td></td>
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<td>)</td>
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</td>
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<td class="mlabels-right">
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<span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span> </td>
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<p>Perform training on a representative set of vectors</p>
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<dl class="params"><dt>Parameters</dt><dd>
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<table class="params">
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<tr><td class="paramname">n</td><td>nb of training vectors </td></tr>
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<tr><td class="paramname">x</td><td>training vecors, size n * d </td></tr>
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</table>
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</dd>
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</dl>
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<p>Reimplemented from <a class="el" href="structfaiss_1_1Index.html#a1ffe916c958605c38b0b1bfad42485e4">faiss::Index</a>.</p>
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<p>Definition at line <a class="el" href="GpuIndexIVFFlat_8cu_source.html#l00173">173</a> of file <a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a>.</p>
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<hr/>The documentation for this class was generated from the following files:<ul>
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<li>/data/users/matthijs/github_faiss/faiss/gpu/<a class="el" href="GpuIndexIVFFlat_8h_source.html">GpuIndexIVFFlat.h</a></li>
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<li>/data/users/matthijs/github_faiss/faiss/gpu/<a class="el" href="GpuIndexIVFFlat_8cu_source.html">GpuIndexIVFFlat.cu</a></li>
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</ul>
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