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183 lines
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<div class="title">/data/users/hoss/faiss/IndexReplicas.h</div> </div>
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<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/**</span></div>
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<div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) Facebook, Inc. and its affiliates.</span></div>
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<div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div>
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<div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * This source code is licensed under the MIT license found in the</span></div>
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<div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> * LICENSE file in the root directory of this source tree.</span></div>
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<div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> */</span></div>
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<div class="line"><a name="l00007"></a><span class="lineno"> 7</span> </div>
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<div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#pragma once</span></div>
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<div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor"></span></div>
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<div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include "Index.h"</span></div>
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<div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include "IndexBinary.h"</span></div>
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<div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include "ThreadedIndex.h"</span></div>
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<div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div>
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<div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="keyword">namespace </span>faiss {</div>
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<div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"></span></div>
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<div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment">/// Takes individual faiss::Index instances, and splits queries for</span></div>
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<div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment">/// sending to each Index instance, and joins the results together</span></div>
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<div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment">/// when done.</span></div>
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<div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment">/// Each index is managed by a separate CPU thread.</span></div>
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<div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"></span><span class="keyword">template</span> <<span class="keyword">typename</span> IndexT></div>
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<div class="line"><a name="l00021"></a><span class="lineno"><a class="line" href="classfaiss_1_1IndexReplicasTemplate.html"> 21</a></span> <span class="keyword">class </span><a class="code" href="classfaiss_1_1IndexReplicasTemplate.html">IndexReplicasTemplate</a> : <span class="keyword">public</span> <a class="code" href="classfaiss_1_1ThreadedIndex.html">ThreadedIndex</a><IndexT> {</div>
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<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>  <span class="keyword">public</span>:</div>
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<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  <span class="keyword">using</span> idx_t = <span class="keyword">typename</span> IndexT::idx_t;</div>
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<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>  <span class="keyword">using</span> component_t = <span class="keyword">typename</span> IndexT::component_t;</div>
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<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>  <span class="keyword">using</span> distance_t = <span class="keyword">typename</span> IndexT::distance_t;</div>
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<div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="comment"></span></div>
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<div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="comment"> /// The dimension that all sub-indices must share will be the dimension of the</span></div>
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<div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="comment"> /// first sub-index added</span></div>
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<div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="comment"> /// @param threaded do we use one thread per sub-index or do queries</span></div>
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<div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="comment"> /// sequentially?</span></div>
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<div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="comment"></span> <span class="keyword">explicit</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#a29d851d995abc011c759a855ae0057ae">IndexReplicasTemplate</a>(<span class="keywordtype">bool</span> threaded = <span class="keyword">true</span>);</div>
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<div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="comment"></span></div>
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<div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="comment"> /// @param d the dimension that all sub-indices must share</span></div>
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<div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="comment"> /// @param threaded do we use one thread per sub index or do queries</span></div>
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<div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="comment"> /// sequentially?</span></div>
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<div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="comment"></span> <span class="keyword">explicit</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#a29d851d995abc011c759a855ae0057ae">IndexReplicasTemplate</a>(idx_t d, <span class="keywordtype">bool</span> threaded = <span class="keyword">true</span>);</div>
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<div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="comment"></span></div>
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<div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment"> /// int version due to the implicit bool conversion ambiguity of int as</span></div>
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<div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="comment"> /// dimension</span></div>
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<div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="comment"></span> <span class="keyword">explicit</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#a29d851d995abc011c759a855ae0057ae">IndexReplicasTemplate</a>(<span class="keywordtype">int</span> d, <span class="keywordtype">bool</span> threaded = <span class="keyword">true</span>);</div>
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<div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="comment"></span></div>
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<div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="comment"> /// Alias for addIndex()</span></div>
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<div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="classfaiss_1_1IndexReplicasTemplate.html#a34bf1c7e890c2e5a57307fd3ee5b980b"> 43</a></span> <span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#a34bf1c7e890c2e5a57307fd3ee5b980b">add_replica</a>(IndexT* index) { this-><a class="code" href="classfaiss_1_1ThreadedIndex.html#a9a11a672369d48f45cf1dd1bfe0dad87">addIndex</a>(index); }</div>
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<div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="comment"></span></div>
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<div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="comment"> /// Alias for removeIndex()</span></div>
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<div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="classfaiss_1_1IndexReplicasTemplate.html#affcfc49402a7c3d5604689bfbab00326"> 46</a></span> <span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#affcfc49402a7c3d5604689bfbab00326">remove_replica</a>(IndexT* index) { this-><a class="code" href="classfaiss_1_1ThreadedIndex.html#a21604d6b8b8d42e6cc78c26e85564027">removeIndex</a>(index); }</div>
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<div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="comment"></span></div>
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<div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="comment"> /// faiss::Index API</span></div>
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<div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="comment"> /// All indices receive the same call</span></div>
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<div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#a5cdb2a340a3b4f45ec244d5398a29005">train</a>(idx_t n, <span class="keyword">const</span> component_t* x) <span class="keyword">override</span>;</div>
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<div class="line"><a name="l00051"></a><span class="lineno"> 51</span> <span class="comment"></span></div>
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<div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="comment"> /// faiss::Index API</span></div>
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<div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="comment"> /// All indices receive the same call</span></div>
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<div class="line"><a name="l00054"></a><span class="lineno"> 54</span> <span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#a6b110e7efab3d01be7ae7cb346d9fbf9">add</a>(idx_t n, <span class="keyword">const</span> component_t* x) <span class="keyword">override</span>;</div>
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<div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="comment"></span></div>
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<div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="comment"> /// faiss::Index API</span></div>
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<div class="line"><a name="l00057"></a><span class="lineno"> 57</span> <span class="comment"> /// Query is partitioned into a slice for each sub-index</span></div>
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<div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="comment"> /// split by ceil(n / #indices) for our sub-indices</span></div>
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<div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#ad6382e3ebaaca61607ad90fc80cdbd3c">search</a>(idx_t n,</div>
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<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keyword">const</span> component_t* x,</div>
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<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  idx_t k,</div>
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<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>  distance_t* distances,</div>
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<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  idx_t* labels) <span class="keyword">const override</span>;</div>
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<div class="line"><a name="l00064"></a><span class="lineno"> 64</span> <span class="comment"></span></div>
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<div class="line"><a name="l00065"></a><span class="lineno"> 65</span> <span class="comment"> /// reconstructs from the first index</span></div>
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<div class="line"><a name="l00066"></a><span class="lineno"> 66</span> <span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#a9fb6804492c12359b5cc2aa26fe6a6d6">reconstruct</a>(idx_t, component_t *v) <span class="keyword">const override</span>;</div>
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<div class="line"><a name="l00067"></a><span class="lineno"> 67</span> </div>
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<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keyword">protected</span>:<span class="comment"></span></div>
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<div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="comment"> /// Called just after an index is added</span></div>
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<div class="line"><a name="l00070"></a><span class="lineno"> 70</span> <span class="comment"></span> <span class="keywordtype">void</span> <a class="code" href="classfaiss_1_1IndexReplicasTemplate.html#a4fd98a5ba105391bfb3e490d84d26b27">onAfterAddIndex</a>(IndexT* index) <span class="keyword">override</span>;</div>
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<div class="line"><a name="l00071"></a><span class="lineno"> 71</span> };</div>
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<div class="line"><a name="l00072"></a><span class="lineno"> 72</span> </div>
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<div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="keyword">using</span> IndexReplicas = IndexReplicasTemplate<Index>;</div>
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<div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="keyword">using</span> IndexBinaryReplicas = IndexReplicasTemplate<IndexBinary>;</div>
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<div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div>
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<div class="line"><a name="l00076"></a><span class="lineno"> 76</span> } <span class="comment">// namespace</span></div>
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<div class="ttc" id="classfaiss_1_1ThreadedIndex_html_a21604d6b8b8d42e6cc78c26e85564027"><div class="ttname"><a href="classfaiss_1_1ThreadedIndex.html#a21604d6b8b8d42e6cc78c26e85564027">faiss::ThreadedIndex::removeIndex</a></div><div class="ttdeci">void removeIndex(IndexT *index)</div><div class="ttdef"><b>Definition:</b> <a href="ThreadedIndex-inl_8h_source.html#l00088">ThreadedIndex-inl.h:88</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html_a5cdb2a340a3b4f45ec244d5398a29005"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html#a5cdb2a340a3b4f45ec244d5398a29005">faiss::IndexReplicasTemplate::train</a></div><div class="ttdeci">void train(idx_t n, const component_t *x) override</div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8cpp_source.html#l00057">IndexReplicas.cpp:57</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html_a29d851d995abc011c759a855ae0057ae"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html#a29d851d995abc011c759a855ae0057ae">faiss::IndexReplicasTemplate::IndexReplicasTemplate</a></div><div class="ttdeci">IndexReplicasTemplate(bool threaded=true)</div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8cpp_source.html#l00014">IndexReplicas.cpp:14</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html_affcfc49402a7c3d5604689bfbab00326"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html#affcfc49402a7c3d5604689bfbab00326">faiss::IndexReplicasTemplate::remove_replica</a></div><div class="ttdeci">void remove_replica(IndexT *index)</div><div class="ttdoc">Alias for removeIndex() </div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8h_source.html#l00046">IndexReplicas.h:46</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html_a4fd98a5ba105391bfb3e490d84d26b27"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html#a4fd98a5ba105391bfb3e490d84d26b27">faiss::IndexReplicasTemplate::onAfterAddIndex</a></div><div class="ttdeci">void onAfterAddIndex(IndexT *index) override</div><div class="ttdoc">Called just after an index is added. </div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8cpp_source.html#l00030">IndexReplicas.cpp:30</a></div></div>
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<div class="ttc" id="classfaiss_1_1ThreadedIndex_html"><div class="ttname"><a href="classfaiss_1_1ThreadedIndex.html">faiss::ThreadedIndex</a></div><div class="ttdef"><b>Definition:</b> <a href="ThreadedIndex_8h_source.html#l00021">ThreadedIndex.h:21</a></div></div>
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<div class="ttc" id="classfaiss_1_1ThreadedIndex_html_a9a11a672369d48f45cf1dd1bfe0dad87"><div class="ttname"><a href="classfaiss_1_1ThreadedIndex.html#a9a11a672369d48f45cf1dd1bfe0dad87">faiss::ThreadedIndex::addIndex</a></div><div class="ttdeci">void addIndex(IndexT *index)</div><div class="ttdef"><b>Definition:</b> <a href="ThreadedIndex-inl_8h_source.html#l00049">ThreadedIndex-inl.h:49</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html_ad6382e3ebaaca61607ad90fc80cdbd3c"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html#ad6382e3ebaaca61607ad90fc80cdbd3c">faiss::IndexReplicasTemplate::search</a></div><div class="ttdeci">void search(idx_t n, const component_t *x, idx_t k, distance_t *distances, idx_t *labels) const override</div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8cpp_source.html#l00079">IndexReplicas.cpp:79</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html_a9fb6804492c12359b5cc2aa26fe6a6d6"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html#a9fb6804492c12359b5cc2aa26fe6a6d6">faiss::IndexReplicasTemplate::reconstruct</a></div><div class="ttdeci">void reconstruct(idx_t, component_t *v) const override</div><div class="ttdoc">reconstructs from the first index </div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8cpp_source.html#l00070">IndexReplicas.cpp:70</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html_a6b110e7efab3d01be7ae7cb346d9fbf9"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html#a6b110e7efab3d01be7ae7cb346d9fbf9">faiss::IndexReplicasTemplate::add</a></div><div class="ttdeci">void add(idx_t n, const component_t *x) override</div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8cpp_source.html#l00063">IndexReplicas.cpp:63</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html_a34bf1c7e890c2e5a57307fd3ee5b980b"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html#a34bf1c7e890c2e5a57307fd3ee5b980b">faiss::IndexReplicasTemplate::add_replica</a></div><div class="ttdeci">void add_replica(IndexT *index)</div><div class="ttdoc">Alias for addIndex() </div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8h_source.html#l00043">IndexReplicas.h:43</a></div></div>
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<div class="ttc" id="classfaiss_1_1IndexReplicasTemplate_html"><div class="ttname"><a href="classfaiss_1_1IndexReplicasTemplate.html">faiss::IndexReplicasTemplate</a></div><div class="ttdef"><b>Definition:</b> <a href="IndexReplicas_8h_source.html#l00021">IndexReplicas.h:21</a></div></div>
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