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GitLab

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<h3>

Andreas Tille pushed to branch master

at <a href="https://salsa.debian.org/med-team/hnswlib">Debian Med / hnswlib</a>

</h3>

<h4>

Commits:

</h4>

<ul>

<li>

<strong><a href="https://salsa.debian.org/med-team/hnswlib/-/commit/e3dd016a7af812105bda7a5d34eba8b6baba1bf9">e3dd016a</a></strong>

<div>

<span>by Andreas Tille</span>

<i>at 2022-02-17T20:35:16+01:00</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">New upstream version 0.6.2</pre>

</li>

<li>

<strong><a href="https://salsa.debian.org/med-team/hnswlib/-/commit/5c7ad1266d1bd3a5d162418ab7c879827d260a42">5c7ad126</a></strong>

<div>

<span>by Andreas Tille</span>

<i>at 2022-02-17T20:35:16+01:00</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">routine-update: New upstream version

</pre>

</li>

<li>

<strong><a href="https://salsa.debian.org/med-team/hnswlib/-/commit/fa4dba8002d5fc8994c586a798d51094f0513752">fa4dba80</a></strong>

<div>

<span>by Andreas Tille</span>

<i>at 2022-02-17T20:35:16+01:00</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">Update upstream source from tag 'upstream/0.6.2'

Update to upstream version '0.6.2'

with Debian dir da65639751c484f332053c92b25099c75c32d9a8</pre>

</li>

<li>

<strong><a href="https://salsa.debian.org/med-team/hnswlib/-/commit/99610be37ca55a9693cca979ac3abdf9e92117f2">99610be3</a></strong>

<div>

<span>by Andreas Tille</span>

<i>at 2022-02-17T20:38:35+01:00</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">Update patches

</pre>

</li>

<li>

<strong><a href="https://salsa.debian.org/med-team/hnswlib/-/commit/302640805e6dac29e2ece55786f44cc042856c17">30264080</a></strong>

<div>

<span>by Andreas Tille</span>

<i>at 2022-02-17T20:42:47+01:00</i>

</div>

<pre class="commit-message" style="white-space: pre-wrap; margin: 0;">Upload to unstable

</pre>

</li>

</ul>

<h4>13 changed files:</h4>

<ul>

<li class="file-stats">

<a href="#8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d">

README.md

</a>

</li>

<li class="file-stats">

<a href="#9c96da0e9f91d7d8937b69b524702c106258f0d1">

debian/changelog

</a>

</li>

<li class="file-stats">

<a href="#ad23d48d410ebdb1a51475d134137c1126191471">

debian/patches/do-not-use-native-flags.patch

</a>

</li>

<li class="file-stats">

<a href="#dfb54a22dd33694689520597fca9664cdf5a2ae8">

debian/patches/use-shared-while-linking.patch

</a>

</li>

<li class="file-stats">

<a href="#8756c63497c8dc39f7773438edf53b220c773f67">

debian/rules

</a>

</li>

<li class="file-stats">

<a href="#698eab1f67ea3671036ca859e97b8ba85d7ad9d9">

examples/git_tester.py

</a>

</li>

<li class="file-stats">

<a href="#c03bc3c5b6dd23b057b317aa0eb452b569c06fe6">

hnswlib/hnswlib.h

</a>

</li>

<li class="file-stats">

<a href="#9bec72416df75dfd3300df480ebce909425086b3">

hnswlib/space_ip.h

</a>

</li>

<li class="file-stats">

<a href="#02c9895b7da6eaa5e107a02345a1e43cec59bf13">

hnswlib/space_l2.h

</a>

</li>

<li class="file-stats">

<a href="#ccfca7ffbfe31198ef8772cae9b9fd0e691fd464">

<span class="new-file">

+

python_bindings/LazyIndex.py

</span>

</a>

</li>

<li class="file-stats">

<a href="#4cea3f15a71772eccc6ce7c86b0487a5e914c345">

python_bindings/bindings.cpp

</a>

</li>

<li class="file-stats">

<a href="#49e19de0a1effecc3e5da56418c0806860f4ceb0">

python_bindings/tests/bindings_test_getdata.py

</a>

</li>

<li class="file-stats">

<a href="#8e2edce0d507e1297474f25c00cae94258db38d8">

setup.py

</a>

</li>

</ul>

<h4>Changes:</h4>

<li id="8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#8ec9a00bfd09b3190ac6b22251dbb1aa95a0579d"><strong>README.md</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -3,7 +3,20 @@ Header-only C++ HNSW implementation with python bindings.</td>

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<td class="old_line diff-line-num" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

3

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<td class="new_line diff-line-num" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

3

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC3" class="line" lang="markdown"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

4

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<td class="new_line diff-line-num" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

4

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC4" class="line" lang="markdown"><span class="gs" style="font-weight: 600;">**NEWS:**</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

5

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<td class="new_line diff-line-num" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

5

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC5" class="line" lang="markdown"></span>

</pre>

</td>

</tr>

<tr class="line_holder old" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num old" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

6

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<td class="new_line diff-line-num old" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC6" class="line" lang="markdown"><span class="gs" style="font-weight: 600;">**version 0.6**</span> </span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

6

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC6" class="line" lang="markdown"></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

7

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC7" class="line" lang="markdown"><span class="gs" style="font-weight: 600;">**version 0.6.2**</span> </span>

</pre>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

8

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC8" class="line" lang="markdown"></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

9

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC9" class="line" lang="markdown"><span class="p">*</span> Fixed a bug in saving of large pickles. The pickles with > 4GB could have been corrupted. Thanks Kai Wohlfahrt for reporting.</span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

10

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC10" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@GuyAv46</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/GuyAv46</span><span class="p">)</span>) hnswlib inner product now is more consitent accross architectures (SSE, AVX, etc). </span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

11

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC11" class="line" lang="markdown"><span class="p">*</span> </span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="12" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

12

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC12" class="line" lang="markdown"></span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="13" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

13

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC13" class="line" lang="markdown"><span class="gs" style="font-weight: 600;">**version 0.6.1**</span> </span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

14

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC14" class="line" lang="markdown"></span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="15" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

15

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<pre style="margin: 0;">+<span id="LC15" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@tony-kuo</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/tony-kuo</span><span class="p">)</span>) hnswlib AVX512 and AVX builds are not backwards-compatible with older SSE and non-AVX512 architectures. </span>

</pre>

</td>

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<td class="new_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC16" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@psobot</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/psobot</span><span class="p">)</span>) there is now a sencible message instead of segfault when passing a scalar to get_items.</span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC17" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@urigoren</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/urigoren</span><span class="p">)</span>) hnswlib has a lazy index creation python wrapper.</span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC18" class="line" lang="markdown"></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC19" class="line" lang="markdown"><span class="gs" style="font-weight: 600;">**version 0.6.0**</span> </span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC20" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@dyashuni</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/dyashuni</span><span class="p">)</span>) hnswlib now uses github actions for CI, there is a search speedup in some scenarios with deletions. <span class="sb" style="color: #d14;">`unmark_deleted(label)`</span> is now also a part of the python interface (note now it throws an exception for double deletions). </span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC21" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@slice4e</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/slice4e</span><span class="p">)</span>) we now support AVX512; thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@LTLA</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/LTLA</span><span class="p">)</span>) the cmake interface for the lib is now updated. </span>

</pre>

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9

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<td class="new_line diff-line-num" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC22" class="line" lang="markdown"><span class="p">*</span> Thanks to (<span class="p">[</span><span class="nv" style="color: #008080;">@alonre24</span><span class="p">](</span><span class="sx" style="color: #d14;">https://github.com/alonre24</span><span class="p">)</span>) we now have a python bindings for brute-force (and examples for recall tuning: <span class="p">[</span><span class="nv" style="color: #008080;">TESTING_RECALL.md</span><span class="p">](</span><span class="sx" style="color: #d14;">TESTING_RECALL.md</span><span class="p">)</span>. </span>

</pre>

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<td class="diff-line-num unfold js-unfold new_line" data-linenumber="241" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -228,6 +241,9 @@ or you can install via pip:</td>

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<pre style="margin: 0;"> <span id="LC241" class="line" lang="markdown"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC242" class="line" lang="markdown"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC243" class="line" lang="markdown"><span class="gu" style="color: #800080; font-weight: 600;">### For developers </span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="244" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC244" class="line" lang="markdown">Contributions are highly welcome!</span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="231" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="245" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC245" class="line" lang="markdown"></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="246" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC246" class="line" lang="markdown">Please make pull requests against the <span class="sb" style="color: #d14;">`develop`</span> branch.</span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="247" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC247" class="line" lang="markdown"></span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="248" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC248" class="line" lang="markdown">When making changes please run tests (and please add a test to <span class="sb" style="color: #d14;">`python_bindings/tests`</span> in case there is new functionality):</span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="249" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC249" class="line" lang="markdown"><span class="p">```</span><span class="nl">bash</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="252" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="268" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -252,10 +268,6 @@ https://github.com/dbaranchuk/ivf-hnsw</td>

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<pre style="margin: 0;"> <span id="LC268" class="line" lang="markdown"><span class="p">*</span> .Net implementation: https://github.com/microsoft/HNSW.Net</span>

</pre>

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<pre style="margin: 0;"> <span id="LC269" class="line" lang="markdown"><span class="p">*</span> CUDA implementation: https://github.com/js1010/cuhnsw</span>

</pre>

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<pre style="margin: 0;"> <span id="LC270" class="line" lang="markdown"></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="255" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="new_line diff-line-num old" data-linenumber="271" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC255" class="line" lang="markdown"><span class="gu" style="color: #800080; font-weight: 600;">### Contributing to the repository</span></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="256" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="new_line diff-line-num old" data-linenumber="271" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC256" class="line" lang="markdown">Contributions are highly welcome!</span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="257" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="new_line diff-line-num old" data-linenumber="271" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC257" class="line" lang="markdown"></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="258" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="new_line diff-line-num old" data-linenumber="271" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC258" class="line" lang="markdown">Please make pull requests against the <span class="sb" style="color: #d14;">`develop`</span> branch.</span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="259" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC271" class="line" lang="markdown"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="260" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC272" class="line" lang="markdown"><span class="gu" style="color: #800080; font-weight: 600;">### 200M SIFT test reproduction </span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="261" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC273" class="line" lang="markdown">To download and extract the bigann dataset (from root directory):</span>

</pre>

</td>

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</table>

<br>

</li>

<li id="9c96da0e9f91d7d8937b69b524702c106258f0d1">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#9c96da0e9f91d7d8937b69b524702c106258f0d1"><strong>debian/changelog</strong></a>

<hr>

<table class="code white" style="font-family: monospace; font-size: 90%;" bgcolor="#fff" width="100%" cellpadding="0" cellspacing="0">

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<td class="new_line diff-line-num new" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

1

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<pre style="margin: 0;">+<span id="LC1" class="line" lang="plaintext">hnswlib (0.6.2-1) unstable; urgency=medium</span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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2

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC2" class="line" lang="plaintext"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

3

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC3" class="line" lang="plaintext">  * Team upload.</span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC4" class="line" lang="plaintext">  * New upstream version</span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

5

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC5" class="line" lang="plaintext"></span>

</pre>

</td>

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<td class="new_line diff-line-num new" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC6" class="line" lang="plaintext"> -- Andreas Tille <tille@debian.org>  Thu, 17 Feb 2022 20:38:57 +0100</span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

7

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<pre style="margin: 0;">+<span id="LC7" class="line" lang="plaintext"></span>

</pre>

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1

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<td class="new_line diff-line-num" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

8

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<pre style="margin: 0;"> <span id="LC8" class="line" lang="plaintext">hnswlib (0.6.0-1) unstable; urgency=medium</span>

</pre>

</td>

</tr>

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<td class="old_line diff-line-num" data-linenumber="2" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

2

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<td class="new_line diff-line-num" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

9

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<pre style="margin: 0;"> <span id="LC9" class="line" lang="plaintext"></span>

</pre>

</td>

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<td class="old_line diff-line-num" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

3

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<td class="new_line diff-line-num" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC10" class="line" lang="plaintext">  * Team upload.</span>

</pre>

</td>

</tr>

</table>

<br>

</li>

<li id="ad23d48d410ebdb1a51475d134137c1126191471">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#ad23d48d410ebdb1a51475d134137c1126191471"><strong>debian/patches/do-not-use-native-flags.patch</strong></a>

<hr>

<table class="code white" style="font-family: monospace; font-size: 90%;" bgcolor="#fff" width="100%" cellpadding="0" cellspacing="0">

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -20,14 +20,3 @@ Last-Update: 2020-11-11</td>

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<pre style="margin: 0;"> <span id="LC20" class="line" lang="diff">     endif()</span>

</pre>

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<pre style="margin: 0;"> <span id="LC21" class="line" lang="diff"> </span>

</pre>

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<pre style="margin: 0;"> <span id="LC22" class="line" lang="diff">     add_executable(test_updates examples/updates_test.cpp)</span></pre>

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<pre style="margin: 0;">-<span id="LC23" class="line" lang="diff"><span class="gd" style="color: #000; background-color: #fdd;">--- a/setup.py</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC24" class="line" lang="diff"><span class="gi" style="color: #000; background-color: #dfd;">+++ b/setup.py</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC25" class="line" lang="diff"><span class="p">@@ -74,7 +74,7 @@</span> class BuildExt(build_ext):</span>

</pre>

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<pre style="margin: 0;">-<span id="LC26" class="line" lang="diff">     """A custom build extension for adding compiler-specific options."""</span>

</pre>

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<pre style="margin: 0;">-<span id="LC27" class="line" lang="diff">     c_opts = {</span>

</pre>

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<pre style="margin: 0;">-<span id="LC28" class="line" lang="diff">         'msvc': ['/EHsc', '/openmp', '/O2'],</span>

</pre>

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<pre style="margin: 0;">-<span id="LC29" class="line" lang="diff"><span class="gd" style="color: #000; background-color: #fdd;">-        'unix': ['-O3', '-march=native'],  # , '-w'</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC30" class="line" lang="diff"><span class="gi" style="color: #000; background-color: #dfd;">+        'unix': ['-O3'],  # , '-w'</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC31" class="line" lang="diff">     }</span>

</pre>

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<pre style="margin: 0;">-<span id="LC32" class="line" lang="diff">     link_opts = {</span>

</pre>

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<td class="new_line diff-line-num old" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC33" class="line" lang="diff">         'unix': [],</span></pre>

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<br>

</li>

<li id="dfb54a22dd33694689520597fca9664cdf5a2ae8">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#dfb54a22dd33694689520597fca9664cdf5a2ae8"><strong>debian/patches/use-shared-while-linking.patch</strong></a>

<hr>

<table class="code white" style="font-family: monospace; font-size: 90%;" bgcolor="#fff" width="100%" cellpadding="0" cellspacing="0">

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -3,7 +3,7 @@ Description: Enable "-shared" while linking</td>

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3

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<pre style="margin: 0;"> <span id="LC3" class="line" lang="diff"><span class="p">Last-Changed: September 7, 2020</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC4" class="line" lang="diff"><span class="gd" style="color: #000; background-color: #fdd;">--- a/setup.py</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC5" class="line" lang="diff"><span class="gi" style="color: #000; background-color: #dfd;">+++ b/setup.py</span></span>

</pre>

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<td class="new_line diff-line-num old" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC6" class="line" lang="diff"><span class="p">@@ -<span class="idiff left">86</span>,7 +<span class="idiff right">86</span>,7 @@</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC6" class="line" lang="diff"><span class="p">@@ -<span class="idiff left">93</span>,7 +<span class="idiff">93</span>,7 @@</span><span class="idiff right"> class BuildExt(build_ext):</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC7" class="line" lang="diff">         link_opts['unix'] += ['-stdlib=libc++', '-mmacosx-version-min=10.7']</span>

</pre>

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<pre style="margin: 0;"> <span id="LC8" class="line" lang="diff">     else:</span>

</pre>

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9

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<td class="new_line diff-line-num" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

9

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<pre style="margin: 0;"> <span id="LC9" class="line" lang="diff">         c_opts['unix'].append("-fopenmp")</span>

</pre>

</td>

</tr>

</table>

<br>

</li>

<li id="8756c63497c8dc39f7773438edf53b220c773f67">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#8756c63497c8dc39f7773438edf53b220c773f67"><strong>debian/rules</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -5,6 +5,9 @@ export LC_ALL=C.UTF-8</td>

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<td class="old_line diff-line-num" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

5

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<td class="new_line diff-line-num" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

5

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<pre style="margin: 0;"> <span id="LC5" class="line" lang="plaintext">PYBUILD_NAME=hnswlib</span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

6

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<td class="new_line diff-line-num" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

6

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<pre style="margin: 0;"> <span id="LC6" class="line" lang="plaintext">PYBUILD_SYSTEM=pybuild</span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

7

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<td class="new_line diff-line-num" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

7

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC7" class="line" lang="plaintext"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

8

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<pre style="margin: 0;">+<span id="LC8" class="line" lang="plaintext"># avoid -march=native to respect baseline</span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

9

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC9" class="line" lang="plaintext">export HNSWLIB_NO_NATIVE=yes</span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

10

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC10" class="line" lang="plaintext"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

8

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<td class="new_line diff-line-num" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

11

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<pre style="margin: 0;"> <span id="LC11" class="line" lang="plaintext">include /usr/share/dpkg/default.mk</span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

9

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<td class="new_line diff-line-num" data-linenumber="12" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

12

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<pre style="margin: 0;"> <span id="LC12" class="line" lang="plaintext">export DEB_BUILD_MAINT_OPTIONS = hardening=+all</span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

10

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<td class="new_line diff-line-num" data-linenumber="13" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

13

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC13" class="line" lang="plaintext"></span>

</pre>

</td>

</tr>

</table>

<br>

</li>

<li id="698eab1f67ea3671036ca859e97b8ba85d7ad9d9">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#698eab1f67ea3671036ca859e97b8ba85d7ad9d9"><strong>examples/git_tester.py</strong></a>

<hr>

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<td class="old_line diff-line-num" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

1

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<td class="new_line diff-line-num" data-linenumber="1" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

1

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC1" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">pydriller</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">Repository</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="2" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

2

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<td class="new_line diff-line-num" data-linenumber="2" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

2

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<pre style="margin: 0;"> <span id="LC2" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">os</span> </span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

3

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<td class="new_line diff-line-num" data-linenumber="3" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

3

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC3" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">datetime</span></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

4

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<td class="new_line diff-line-num old" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC4" class="line" lang="python"><span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="s" style="color: #d14;">"cp examples/speedtest.py examples/speedtest2.py"</span><span class="p">)</span></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

5

</td>

<td class="new_line diff-line-num old" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC5" class="line" lang="python"><span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">commit</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">Repository</span><span class="p">(</span><span class="s" style="color: #d14;">'.'</span><span class="p">,</span> <span class="n" style="color: #333;">from_tag</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"v0.5.2"</span><span class="p">).</span><span class="n" style="color: #333;">traverse_commits</span><span class="p">():</span></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

6

</td>

<td class="new_line diff-line-num old" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC6" class="line" lang="python">    <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="nb" style="color: #0086b3;">hash</span><span class="p">)</span></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

7

</td>

<td class="new_line diff-line-num old" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC7" class="line" lang="python">    <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="p">)</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="4" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

4

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC4" class="line" lang="python"><span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="s" style="color: #d14;">"cp examples/speedtest.py examples/speedtest2.py"</span><span class="p">)</span> <span class="c1" style="color: #998; font-style: italic;"># the file has to be outside of git</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="5" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

5

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC5" class="line" lang="python"><span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">idx</span><span class="p">,</span> <span class="n" style="color: #333;">commit</span> <span class="ow" style="font-weight: 600;">in</span> <span class="nb" style="color: #0086b3;">enumerate</span><span class="p">(</span><span class="n" style="color: #333;">Repository</span><span class="p">(</span><span class="s" style="color: #d14;">'.'</span><span class="p">,</span> <span class="n" style="color: #333;">from_tag</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"v0.6.0"</span><span class="p">).</span><span class="n" style="color: #333;">traverse_commits</span><span class="p">()):</span>    </span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

6

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC6" class="line" lang="python">    <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="p">.</span><span class="n" style="color: #333;">replace</span><span class="p">(</span><span class="s" style="color: #d14;">'</span><span class="se" style="color: #d14;">\n</span><span class="s" style="color: #d14;">'</span><span class="p">,</span> <span class="s" style="color: #d14;">' '</span><span class="p">).</span><span class="n" style="color: #333;">replace</span><span class="p">(</span><span class="s" style="color: #d14;">'</span><span class="se" style="color: #d14;">\r</span><span class="s" style="color: #d14;">'</span><span class="p">,</span> <span class="s" style="color: #d14;">' '</span><span class="p">)</span></span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="7" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

7

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC7" class="line" lang="python">    <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="n" style="color: #333;">idx</span><span class="p">,</span> <span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="nb" style="color: #0086b3;">hash</span><span class="p">,</span> <span class="n" style="color: #333;">name</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

8

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC8" class="line" lang="python"></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

9

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC9" class="line" lang="python"></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

10

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC10" class="line" lang="python"></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

11

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"><span class="k" style="font-weight: 600;">for</span> <span class="n" style="color: #333;">commit</span> <span class="ow" style="font-weight: 600;">in</span> <span class="n" style="color: #333;">Repository</span><span class="p">(</span><span class="s" style="color: #d14;">'.'</span><span class="p">,</span> <span class="n" style="color: #333;">from_tag</span><span class="o" style="font-weight: 600;">=</span><span class="s" style="color: #d14;">"v0.6.0"</span><span class="p">).</span><span class="n" style="color: #333;">traverse_commits</span><span class="p">():</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="12" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

12

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC12" class="line" lang="python">    </span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="13" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

13

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC13" class="line" lang="python">    <span class="n" style="color: #333;">name</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="p">.</span><span class="n" style="color: #333;">replace</span><span class="p">(</span><span class="s" style="color: #d14;">'</span><span class="se" style="color: #d14;">\n</span><span class="s" style="color: #d14;">'</span><span class="p">,</span> <span class="s" style="color: #d14;">' '</span><span class="p">).</span><span class="n" style="color: #333;">replace</span><span class="p">(</span><span class="s" style="color: #d14;">'</span><span class="se" style="color: #d14;">\r</span><span class="s" style="color: #d14;">'</span><span class="p">,</span> <span class="s" style="color: #d14;">' '</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

14

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC14" class="line" lang="python">    <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="nb" style="color: #0086b3;">hash</span><span class="p">,</span> <span class="n" style="color: #333;">name</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

8

</td>

<td class="new_line diff-line-num" data-linenumber="15" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

15

</td>

<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC15" class="line" lang="python">    </span>

</pre>

</td>

</tr>

<tr class="line_holder" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

9

</td>

<td class="new_line diff-line-num" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

16

</td>

<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC16" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">"git checkout </span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="nb" style="color: #0086b3;">hash</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">; rm -rf build; "</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder old" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num old" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

10

</td>

<td class="new_line diff-line-num old" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC10" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="s" style="color: #d14;">"python -m pip install ."</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder old" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num old" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

11

</td>

<td class="new_line diff-line-num old" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC11" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 4 -t 1'</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder old" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num old" data-linenumber="12" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

12

</td>

<td class="new_line diff-line-num old" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC12" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 64 -t 1'</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder old" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num old" data-linenumber="13" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

13

</td>

<td class="new_line diff-line-num old" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC13" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 128 -t 1'</span><span class="p">)</span></span>

</pre>

</td>

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<tr class="line_holder old" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num old" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

14

</td>

<td class="new_line diff-line-num old" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC14" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 4 -t 24'</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder old" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num old" data-linenumber="15" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

15

</td>

<td class="new_line diff-line-num old" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

</td>

<td class="line_content old" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#fbe9eb">

<pre style="margin: 0;">-<span id="LC15" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">commit</span><span class="p">.</span><span class="n" style="color: #333;">msg</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 128 -t 24'</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

17

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC17" class="line" lang="python">    <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"</span><span class="se" style="color: #d14;">\n\n</span><span class="s" style="color: #d14;">--------------------</span><span class="se" style="color: #d14;">\n\n</span><span class="s" style="color: #d14;">"</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

18

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC18" class="line" lang="python">    <span class="n" style="color: #333;">ret</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="s" style="color: #d14;">"python -m pip install ."</span><span class="p">)</span></span>

</pre>

</td>

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<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

19

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC19" class="line" lang="python">    <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="n" style="color: #333;">ret</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

20

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC20" class="line" lang="python">    </span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

21

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC21" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">ret</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

22

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC22" class="line" lang="python">        <span class="k" style="font-weight: 600;">print</span> <span class="p">(</span><span class="s" style="color: #d14;">"build failed!!!!"</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

23

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC23" class="line" lang="python">        <span class="k" style="font-weight: 600;">print</span> <span class="p">(</span><span class="s" style="color: #d14;">"build failed!!!!"</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="24" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

24

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC24" class="line" lang="python">        <span class="k" style="font-weight: 600;">print</span> <span class="p">(</span><span class="s" style="color: #d14;">"build failed!!!!"</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="25" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

25

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC25" class="line" lang="python">        <span class="k" style="font-weight: 600;">print</span> <span class="p">(</span><span class="s" style="color: #d14;">"build failed!!!!"</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="26" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

26

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC26" class="line" lang="python">        <span class="k" style="font-weight: 600;">continue</span>    </span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="27" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

27

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC27" class="line" lang="python">    </span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="28" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

28

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC28" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">name</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 4 -t 1'</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="29" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

29

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC29" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">name</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 64 -t 1'</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="30" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

30

</td>

<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC30" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">name</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 128 -t 1'</span><span class="p">)</span></span>

</pre>

</td>

</tr>

<tr class="line_holder new" id="" style="line-height: 1.6;">

<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

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31

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<pre style="margin: 0;">+<span id="LC31" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">name</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 4 -t 24'</span><span class="p">)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

32

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<pre style="margin: 0;">+<span id="LC32" class="line" lang="python">    <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">system</span><span class="p">(</span><span class="sa">f</span><span class="s" style="color: #d14;">'python examples/speedtest2.py -n "</span><span class="si" style="color: #d14;">{</span><span class="n" style="color: #333;">name</span><span class="si" style="color: #d14;">}</span><span class="s" style="color: #d14;">" -d 128 -t 24'</span><span class="p">)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

33

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<pre style="margin: 0;">+<span id="LC33" class="line" lang="python"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="34" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC34" class="line" lang="python"></span></pre>

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<br>

</li>

<li id="c03bc3c5b6dd23b057b317aa0eb452b569c06fe6">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#c03bc3c5b6dd23b057b317aa0eb452b569c06fe6"><strong>hnswlib/hnswlib.h</strong></a>

<hr>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -15,8 +15,25 @@</td>

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<pre style="margin: 0;"> <span id="LC15" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#ifdef _MSC_VER</span></span>

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<td class="old_line diff-line-num" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC16" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <intrin.h></span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC17" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <stdexcept></span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC18" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include "cpu_x86.h"</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC19" class="line" lang="cpp"><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="n" style="color: #333;">cpu_x86</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">cpuid</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">int32_t</span> <span class="n" style="color: #333;">out</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">],</span> <span class="kt" style="color: #458; font-weight: 600;">int32_t</span> <span class="n" style="color: #333;">eax</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">int32_t</span> <span class="n" style="color: #333;">ecx</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC20" class="line" lang="cpp">    <span class="n" style="color: #333;">__cpuidex</span><span class="p">(</span><span class="n" style="color: #333;">out</span><span class="p">,</span> <span class="n" style="color: #333;">eax</span><span class="p">,</span> <span class="n" style="color: #333;">ecx</span><span class="p">);</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC21" class="line" lang="cpp"><span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC22" class="line" lang="cpp"><span class="n" style="color: #333;">__int64</span> <span class="nf" style="color: #900; font-weight: 600;">xgetbv</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">x</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC23" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">_xgetbv</span><span class="p">(</span><span class="n" style="color: #333;">x</span><span class="p">);</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="24" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC24" class="line" lang="cpp"><span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

18

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<td class="new_line diff-line-num" data-linenumber="25" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

25

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC25" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#else</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

19

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<td class="new_line diff-line-num" data-linenumber="26" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC26" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <x86intrin.h></span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="27" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC27" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <cpuid.h></span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="28" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC28" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <stdint.h></span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="29" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC29" class="line" lang="cpp"><span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="nf" style="color: #900; font-weight: 600;">cpuid</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">int32_t</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">],</span> <span class="kt" style="color: #458; font-weight: 600;">int32_t</span> <span class="n" style="color: #333;">eax</span><span class="p">,</span> <span class="kt" style="color: #458; font-weight: 600;">int32_t</span> <span class="n" style="color: #333;">ecx</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="30" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC30" class="line" lang="cpp">    <span class="n" style="color: #333;">__cpuid_count</span><span class="p">(</span><span class="n" style="color: #333;">eax</span><span class="p">,</span> <span class="n" style="color: #333;">ecx</span><span class="p">,</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">],</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">],</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">],</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">]);</span></span>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="31" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC31" class="line" lang="cpp"><span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC32" class="line" lang="cpp"><span class="kt" style="color: #458; font-weight: 600;">uint64_t</span> <span class="nf" style="color: #900; font-weight: 600;">xgetbv</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">index</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC33" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">uint32_t</span> <span class="n" style="color: #333;">eax</span><span class="p">,</span> <span class="n" style="color: #333;">edx</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="34" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC34" class="line" lang="cpp">    <span class="n" style="color: #333;">__asm__</span> <span class="n" style="color: #333;">__volatile__</span><span class="p">(</span><span class="s" style="color: #d14;">"xgetbv"</span> <span class="o" style="font-weight: 600;">:</span> <span class="s" style="color: #d14;">"=a"</span><span class="p">(</span><span class="n" style="color: #333;">eax</span><span class="p">),</span> <span class="s" style="color: #d14;">"=d"</span><span class="p">(</span><span class="n" style="color: #333;">edx</span><span class="p">)</span> <span class="o" style="font-weight: 600;">:</span> <span class="s" style="color: #d14;">"c"</span><span class="p">(</span><span class="n" style="color: #333;">index</span><span class="p">));</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="35" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC35" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">return</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">uint64_t</span><span class="p">)</span><span class="n" style="color: #333;">edx</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">32</span><span class="p">)</span> <span class="o" style="font-weight: 600;">|</span> <span class="n" style="color: #333;">eax</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="36" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC36" class="line" lang="cpp"><span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

20

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<td class="new_line diff-line-num" data-linenumber="37" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC37" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="38" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC38" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="39" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC39" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX512)</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="30" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="47" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -30,6 +47,65 @@</td>

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<td class="old_line diff-line-num" data-linenumber="30" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC47" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define PORTABLE_ALIGN32 __declspec(align(32))</span></span>

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<td class="old_line diff-line-num" data-linenumber="31" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="48" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC48" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define PORTABLE_ALIGN64 __declspec(align(64))</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="49" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC49" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="50" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC50" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="51" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC51" class="line" lang="cpp"><span class="c1" style="color: #998; font-style: italic;">// Adapted from https://github.com/Mysticial/FeatureDetector</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="52" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC52" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#define _XCR_XFEATURE_ENABLED_MASK  0</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="53" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC53" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="54" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC54" class="line" lang="cpp"><span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="nf" style="color: #900; font-weight: 600;">AVXCapable</span><span class="p">()</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="55" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC55" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">];</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="56" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC56" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="57" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC57" class="line" lang="cpp">    <span class="c1" style="color: #998; font-style: italic;">// CPU support</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="58" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC58" class="line" lang="cpp">    <span class="n" style="color: #333;">cpuid</span><span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">);</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="59" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC59" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">nIds</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">];</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="60" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC60" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="61" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC61" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">HW_AVX</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="62" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC62" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">nIds</span> <span class="o" style="font-weight: 600;">>=</span> <span class="mh" style="color: #099;">0x00000001</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC63" class="line" lang="cpp">        <span class="n" style="color: #333;">cpuid</span><span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">,</span> <span class="mh" style="color: #099;">0x00000001</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">);</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="64" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC64" class="line" lang="cpp">        <span class="n" style="color: #333;">HW_AVX</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">&</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">int</span><span class="p">)</span><span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">28</span><span class="p">))</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="65" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC65" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="66" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC66" class="line" lang="cpp"></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="67" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC67" class="line" lang="cpp">    <span class="c1" style="color: #998; font-style: italic;">// OS support</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="68" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC68" class="line" lang="cpp">    <span class="n" style="color: #333;">cpuid</span><span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">);</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="69" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC69" class="line" lang="cpp"></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="70" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC70" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">osUsesXSAVE_XRSTORE</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">&</span> <span class="p">(</span><span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">27</span><span class="p">))</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="71" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

71

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<pre style="margin: 0;">+<span id="LC71" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">cpuAVXSuport</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">&</span> <span class="p">(</span><span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">28</span><span class="p">))</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="72" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

72

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<pre style="margin: 0;">+<span id="LC72" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="73" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC73" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">avxSupported</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="74" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

74

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<pre style="margin: 0;">+<span id="LC74" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">osUsesXSAVE_XRSTORE</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">cpuAVXSuport</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="75" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

75

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<pre style="margin: 0;">+<span id="LC75" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">uint64_t</span> <span class="n" style="color: #333;">xcrFeatureMask</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">xgetbv</span><span class="p">(</span><span class="n" style="color: #333;">_XCR_XFEATURE_ENABLED_MASK</span><span class="p">);</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="76" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

76

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<pre style="margin: 0;">+<span id="LC76" class="line" lang="cpp">        <span class="n" style="color: #333;">avxSupported</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">xcrFeatureMask</span> <span class="o" style="font-weight: 600;">&</span> <span class="mh" style="color: #099;">0x6</span><span class="p">)</span> <span class="o" style="font-weight: 600;">==</span> <span class="mh" style="color: #099;">0x6</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="77" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

77

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<pre style="margin: 0;">+<span id="LC77" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="78" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

78

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<pre style="margin: 0;">+<span id="LC78" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">HW_AVX</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">avxSupported</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="79" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

79

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<pre style="margin: 0;">+<span id="LC79" class="line" lang="cpp"><span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="80" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

80

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<pre style="margin: 0;">+<span id="LC80" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="81" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

81

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<pre style="margin: 0;">+<span id="LC81" class="line" lang="cpp"><span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="nf" style="color: #900; font-weight: 600;">AVX512Capable</span><span class="p">()</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="82" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC82" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">AVXCapable</span><span class="p">())</span> <span class="k" style="font-weight: 600;">return</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="83" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

83

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<pre style="margin: 0;">+<span id="LC83" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="84" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC84" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">];</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="85" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC85" class="line" lang="cpp"></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="86" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC86" class="line" lang="cpp">    <span class="c1" style="color: #998; font-style: italic;">// CPU support</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="87" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC87" class="line" lang="cpp">    <span class="n" style="color: #333;">cpuid</span><span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">);</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="88" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC88" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">int</span> <span class="n" style="color: #333;">nIds</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">];</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="89" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

89

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<pre style="margin: 0;">+<span id="LC89" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="90" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

90

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<pre style="margin: 0;">+<span id="LC90" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">HW_AVX512F</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="91" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC91" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">nIds</span> <span class="o" style="font-weight: 600;">>=</span> <span class="mh" style="color: #099;">0x00000007</span><span class="p">)</span> <span class="p">{</span> <span class="c1" style="color: #998; font-style: italic;">//  AVX512 Foundation</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="92" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC92" class="line" lang="cpp">        <span class="n" style="color: #333;">cpuid</span><span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">,</span> <span class="mh" style="color: #099;">0x00000007</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">);</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="93" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC93" class="line" lang="cpp">        <span class="n" style="color: #333;">HW_AVX512F</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">&</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">int</span><span class="p">)</span><span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">16</span><span class="p">))</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="94" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

94

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<pre style="margin: 0;">+<span id="LC94" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="95" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC95" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="96" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC96" class="line" lang="cpp">    <span class="c1" style="color: #998; font-style: italic;">// OS support</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="97" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC97" class="line" lang="cpp">    <span class="n" style="color: #333;">cpuid</span><span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">,</span> <span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="mi" style="color: #099;">0</span><span class="p">);</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="98" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC98" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="99" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC99" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">osUsesXSAVE_XRSTORE</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">&</span> <span class="p">(</span><span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">27</span><span class="p">))</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="100" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC100" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">cpuAVXSuport</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">cpuInfo</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">&</span> <span class="p">(</span><span class="mi" style="color: #099;">1</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">28</span><span class="p">))</span> <span class="o" style="font-weight: 600;">!=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="101" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC101" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="102" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC102" class="line" lang="cpp">    <span class="kt" style="color: #458; font-weight: 600;">bool</span> <span class="n" style="color: #333;">avx512Supported</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">false</span><span class="p">;</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="103" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC103" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">osUsesXSAVE_XRSTORE</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">cpuAVXSuport</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="104" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC104" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">uint64_t</span> <span class="n" style="color: #333;">xcrFeatureMask</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">xgetbv</span><span class="p">(</span><span class="n" style="color: #333;">_XCR_XFEATURE_ENABLED_MASK</span><span class="p">);</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="105" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC105" class="line" lang="cpp">        <span class="n" style="color: #333;">avx512Supported</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="n" style="color: #333;">xcrFeatureMask</span> <span class="o" style="font-weight: 600;">&</span> <span class="mh" style="color: #099;">0xe6</span><span class="p">)</span> <span class="o" style="font-weight: 600;">==</span> <span class="mh" style="color: #099;">0xe6</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="106" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC106" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="107" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC107" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">HW_AVX512F</span> <span class="o" style="font-weight: 600;">&&</span> <span class="n" style="color: #333;">avx512Supported</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="108" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC108" class="line" lang="cpp"><span class="p">}</span></span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="109" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC109" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;"> <span id="LC110" class="line" lang="cpp"></span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="111" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC111" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include <queue></span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="108" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="184" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -108,7 +184,6 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC184" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC185" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">result</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC186" class="line" lang="cpp">    <span class="p">}</span></span>

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<td class="new_line diff-line-num old" data-linenumber="187" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC111" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC187" class="line" lang="cpp"><span class="p">}</span></span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="188" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC188" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="114" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="189" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC189" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#include "space_l2.h"</span></span>

</pre>

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<br>

</li>

<li id="9bec72416df75dfd3300df480ebce909425086b3">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#9bec72416df75dfd3300df480ebce909425086b3"><strong>hnswlib/space_ip.h</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="10" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -10,15 +10,20 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC10" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">unsigned</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">qty</span><span class="p">;</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>

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<td class="old_line diff-line-num" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC11" class="line" lang="cpp">            <span class="n" style="color: #333;">res</span> <span class="o" style="font-weight: 600;">+=</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1</span><span class="p">)[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">*</span> <span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2</span><span class="p">)[</span><span class="n" style="color: #333;">i</span><span class="p">];</span></span>

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<pre style="margin: 0;"> <span id="LC12" class="line" lang="cpp">        <span class="p">}</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC13" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="p"><span class="idiff left">(</span></span><span class="mf" style="color: #099;"><span class="idiff">1.0</span></span><span class="n" style="color: #333;"><span class="idiff">f</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">-</span></span><span class="idiff"> </span><span class="n" style="color: #333;">res</span><span class="p"><span class="idiff right">)</span>;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="13" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

13

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<pre style="margin: 0;">+<span id="LC13" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">res</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

14

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<td class="new_line diff-line-num" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

14

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<td class="line_content" style="padding-left: 0.5em; padding-right: 0.5em;">

<pre style="margin: 0;"> <span id="LC14" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="15" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="15" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

15

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<pre style="margin: 0;"> <span id="LC15" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

16

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<td class="new_line diff-line-num" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

16

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<pre style="margin: 0;"> <span id="LC16" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC17" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC18" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductDistance</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC19" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">InnerProduct</span><span class="p">(</span><span class="n" style="color: #333;">pVect1</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2</span><span class="p">,</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC20" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC21" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC22" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX)</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC23" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="24" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC24" class="line" lang="cpp"><span class="c1" style="color: #998; font-style: italic;">// Favor using AVX if available.</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="25" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC25" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="new_line diff-line-num old" data-linenumber="26" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC21" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD4Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="26" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC26" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD4Ext<span class="idiff left right">AVX</span></span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="27" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC27" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">PORTABLE_ALIGN32</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">8</span><span class="p">];</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC28" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC29" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="61" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="66" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -61,13 +66,20 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC66" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC67" class="line" lang="cpp">        <span class="n" style="color: #333;">_mm_store_ps</span><span class="p">(</span><span class="n" style="color: #333;">TmpRes</span><span class="p">,</span> <span class="n" style="color: #333;">sum_prod</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC68" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">sum</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">];;</span></span>

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<pre style="margin: 0;">-<span id="LC64" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

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<pre style="margin: 0;">-<span id="LC65" class="line" lang="cpp"><span class="p">}</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC69" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

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<pre style="margin: 0;">+<span id="LC70" class="line" lang="cpp">    <span class="p">}</span></span>

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<pre style="margin: 0;">+<span id="LC71" class="line" lang="cpp">    </span>

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<pre style="margin: 0;">+<span id="LC72" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<pre style="margin: 0;">+<span id="LC73" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductDistanceSIMD4ExtAVX</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<td class="new_line diff-line-num new" data-linenumber="74" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC74" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">InnerProductSIMD4ExtAVX</span><span class="p">(</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC75" class="line" lang="cpp">    <span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC76" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC67" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#elif defined(USE_SSE)</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC77" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;">+<span id="LC78" class="line" lang="cpp"></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="79" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC79" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE)</span></span>

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<pre style="margin: 0;"> <span id="LC80" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC81" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="70" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="new_line diff-line-num old" data-linenumber="82" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC70" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD4Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="71" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC82" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD4Ext<span class="idiff left right">SSE</span></span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC83" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">PORTABLE_ALIGN32</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">8</span><span class="p">];</span></span>

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<pre style="margin: 0;"> <span id="LC84" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>

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<td class="old_line diff-line-num" data-linenumber="73" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC85" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="119" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="131" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -119,7 +131,12 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC131" class="line" lang="cpp">        <span class="n" style="color: #333;">_mm_store_ps</span><span class="p">(</span><span class="n" style="color: #333;">TmpRes</span><span class="p">,</span> <span class="n" style="color: #333;">sum_prod</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC132" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">sum</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">];</span></span>

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<pre style="margin: 0;"> <span id="LC133" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="122" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="new_line diff-line-num old" data-linenumber="134" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC122" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="123" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="134" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC134" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="123" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="135" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC135" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="123" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="136" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC136" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC137" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<td class="new_line diff-line-num new" data-linenumber="138" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC138" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductDistanceSIMD4ExtSSE</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<td class="new_line diff-line-num new" data-linenumber="139" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC139" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">InnerProductSIMD4ExtSSE</span><span class="p">(</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC140" class="line" lang="cpp">    <span class="p">}</span></span>

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<td class="new_line diff-line-num" data-linenumber="141" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC141" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC142" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="128" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="145" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -128,7 +145,7 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC145" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX512)</span></span>

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<pre style="margin: 0;"> <span id="LC146" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC147" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<td class="new_line diff-line-num old" data-linenumber="148" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC131" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="148" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC148" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD16Ext<span class="idiff left right">AVX512</span></span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC149" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">PORTABLE_ALIGN64</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">16</span><span class="p">];</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC150" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC151" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="154" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="171" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -154,13 +171,20 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC171" class="line" lang="cpp">        <span class="n" style="color: #333;">_mm512_store_ps</span><span class="p">(</span><span class="n" style="color: #333;">TmpRes</span><span class="p">,</span> <span class="n" style="color: #333;">sum512</span><span class="p">);</span></span>

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155

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<pre style="margin: 0;"> <span id="LC172" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">sum</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">5</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">6</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">7</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">8</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">9</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">10</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">11</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">12</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">13</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">14</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">15</span><span class="p">];</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="156" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

156

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<td class="new_line diff-line-num" data-linenumber="173" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

173

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<pre style="margin: 0;"> <span id="LC173" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="157" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

157

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<td class="new_line diff-line-num old" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC157" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="174" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

174

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<pre style="margin: 0;">+<span id="LC174" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="175" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

175

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<pre style="margin: 0;">+<span id="LC175" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="176" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC176" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="177" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC177" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="178" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC178" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductDistanceSIMD16ExtAVX512</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="179" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC179" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">InnerProductSIMD16ExtAVX512</span><span class="p">(</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="158" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

158

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<td class="new_line diff-line-num" data-linenumber="180" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

180

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<pre style="margin: 0;"> <span id="LC180" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="159" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="181" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

181

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<pre style="margin: 0;"> <span id="LC181" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="160" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

160

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<td class="new_line diff-line-num old" data-linenumber="182" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC160" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#elif defined(USE_AVX)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="161" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="182" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

182

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<pre style="margin: 0;">+<span id="LC182" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="161" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="183" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

183

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<pre style="margin: 0;">+<span id="LC183" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="161" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="184" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC184" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX)</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="161" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

161

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<td class="new_line diff-line-num" data-linenumber="185" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

185

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<pre style="margin: 0;"> <span id="LC185" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC186" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<pre style="margin: 0;">-<span id="LC163" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC187" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD16Ext<span class="idiff left right">AVX</span></span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC188" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">PORTABLE_ALIGN32</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">8</span><span class="p">];</span></span>

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<pre style="margin: 0;"> <span id="LC189" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC190" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="192" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="216" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -192,13 +216,20 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC216" class="line" lang="cpp">        <span class="n" style="color: #333;">_mm256_store_ps</span><span class="p">(</span><span class="n" style="color: #333;">TmpRes</span><span class="p">,</span> <span class="n" style="color: #333;">sum256</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC217" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">sum</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">5</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">6</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">7</span><span class="p">];</span></span>

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<pre style="margin: 0;"> <span id="LC218" class="line" lang="cpp"></span>

</pre>

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<td class="new_line diff-line-num old" data-linenumber="219" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC195" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="196" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="219" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC219" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="196" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="220" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC220" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="221" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC221" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC222" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC223" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductDistanceSIMD16ExtAVX</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<td class="new_line diff-line-num new" data-linenumber="224" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC224" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">InnerProductSIMD16ExtAVX</span><span class="p">(</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC225" class="line" lang="cpp">    <span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC226" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC198" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#elif defined(USE_SSE)</span></span>

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<pre style="margin: 0;">+<span id="LC227" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;">+<span id="LC228" class="line" lang="cpp"></span>

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<pre style="margin: 0;">+<span id="LC229" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE)</span></span>

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<pre style="margin: 0;"> <span id="LC230" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC200" class="line" lang="cpp">    <span class="idiff left right">  </span><span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<pre style="margin: 0;">-<span id="LC201" class="line" lang="cpp">    <span class="idiff left right">  </span><span class="n" style="color: #333;">InnerProductSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC231" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<pre style="margin: 0;">+<span id="LC232" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD16Ext<span class="idiff left right">SSE</span></span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC233" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">PORTABLE_ALIGN32</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">8</span><span class="p">];</span></span>

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<pre style="margin: 0;"> <span id="LC234" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC235" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="239" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -239,14 +270,24 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC270" class="line" lang="cpp">        <span class="n" style="color: #333;">_mm_store_ps</span><span class="p">(</span><span class="n" style="color: #333;">TmpRes</span><span class="p">,</span> <span class="n" style="color: #333;">sum_prod</span><span class="p">);</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC271" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">sum</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">];</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC272" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;">-<span id="LC242" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="243" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC273" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">sum</span><span class="p">;</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="274" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC274" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="275" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC275" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC276" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="277" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC277" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductDistanceSIMD16ExtSSE</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="278" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC278" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;">1.0</span><span class="n" style="color: #333;">f</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">InnerProductSIMD16ExtSSE</span><span class="p">(</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC279" class="line" lang="cpp">    <span class="p">}</span></span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="280" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC280" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="245" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC281" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="246" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="282" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC282" class="line" lang="cpp"></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="247" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC283" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX) || defined(USE_AVX512)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="248" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="284" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC284" class="line" lang="cpp">    <span class="n" style="color: #333;">DISTFUNC</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">InnerProductSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD16ExtSSE</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="248" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="285" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC285" class="line" lang="cpp">    <span class="n" style="color: #333;">DISTFUNC</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">InnerProductSIMD4Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD4ExtSSE</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="248" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="286" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC286" class="line" lang="cpp">    <span class="n" style="color: #333;">DISTFUNC</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">InnerProductDistanceSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductDistanceSIMD16ExtSSE</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC287" class="line" lang="cpp">    <span class="n" style="color: #333;">DISTFUNC</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">InnerProductDistanceSIMD4Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductDistanceSIMD4ExtSSE</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC288" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC289" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<td class="new_line diff-line-num old" data-linenumber="290" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC249" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD16ExtResiduals</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC290" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProduct<span class="idiff left right">Distance</span>SIMD16ExtResiduals</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC291" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC292" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty16</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">>></span> <span class="mi" style="color: #099;">4</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">4</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC293" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">res</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD16Ext</span><span class="p">(</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">qty16</span><span class="p">);</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="255" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="296" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -255,11 +296,11 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC296" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC297" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty_left</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">-</span> <span class="n" style="color: #333;">qty16</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC298" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">res_tail</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct</span><span class="p">(</span><span class="n" style="color: #333;">pVect1</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">qty_left</span><span class="p">);</span></span>

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<td class="new_line diff-line-num old" data-linenumber="299" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC258" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">res</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">res_tail</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;"><span class="idiff">-</span></span><span class="idiff"> </span><span class="mf" style="color: #099;"><span class="idiff">1.0</span></span><span class="n" style="color: #333;"><span class="idiff right">f</span></span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="259" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="299" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC299" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;"><span class="idiff left">1.0</span></span><span class="n" style="color: #333;"><span class="idiff">f</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">-</span></span><span class="idiff"> </span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;">res</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">res_tail</span><span class="p"><span class="idiff right">)</span>;</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC300" class="line" lang="cpp">    <span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC301" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC302" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC262" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProductSIMD4ExtResiduals</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<td class="old_line diff-line-num new" data-linenumber="263" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC303" class="line" lang="cpp">    <span class="n" style="color: #333;">InnerProduct<span class="idiff left right">Distance</span>SIMD4ExtResiduals</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC304" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC305" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty4</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">>></span> <span class="mi" style="color: #099;">2</span> <span class="o" style="font-weight: 600;"><<</span> <span class="mi" style="color: #099;">2</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC306" class="line" lang="cpp"></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="270" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="311" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -270,7 +311,7 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC311" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">qty4</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC312" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">res_tail</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct</span><span class="p">(</span><span class="n" style="color: #333;">pVect1</span><span class="p">,</span> <span class="n" style="color: #333;">pVect2</span><span class="p">,</span> <span class="o" style="font-weight: 600;">&</span><span class="n" style="color: #333;">qty_left</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC313" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;">-<span id="LC273" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">res</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">res_tail</span><span class="idiff left"> </span><span class="o" style="font-weight: 600;"><span class="idiff">-</span></span><span class="idiff"> </span><span class="mf" style="color: #099;"><span class="idiff">1.0</span></span><span class="n" style="color: #333;"><span class="idiff right">f</span></span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC314" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="mf" style="color: #099;"><span class="idiff left">1.0</span></span><span class="n" style="color: #333;"><span class="idiff">f</span></span><span class="idiff"> </span><span class="o" style="font-weight: 600;"><span class="idiff">-</span></span><span class="idiff"> </span><span class="p"><span class="idiff">(</span></span><span class="n" style="color: #333;">res</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">res_tail</span><span class="p"><span class="idiff right">)</span>;</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC315" class="line" lang="cpp">    <span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC316" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;"> <span id="LC317" class="line" lang="cpp"></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="281" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="322" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -281,16 +322,37 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC322" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">dim_</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC323" class="line" lang="cpp">    <span class="nl">public:</span></span>

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<td class="old_line diff-line-num" data-linenumber="283" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC324" class="line" lang="cpp">        <span class="n" style="color: #333;">InnerProductSpace</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">dim</span><span class="p">)</span> <span class="p">{</span></span>

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<td class="old_line diff-line-num old" data-linenumber="284" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC284" class="line" lang="cpp">            <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct</span><span class="p">;</span></span>

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<td class="old_line diff-line-num new" data-linenumber="285" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC325" class="line" lang="cpp">            <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct<span class="idiff left right">Distance</span></span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC326" class="line" lang="cpp">    <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX) || defined(USE_SSE) || defined(USE_AVX512)</span></span>

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<pre style="margin: 0;">+<span id="LC327" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX512)</span></span>

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<td class="new_line diff-line-num new" data-linenumber="328" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC328" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">AVX512Capable</span><span class="p">())</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC329" class="line" lang="cpp">                <span class="n" style="color: #333;">InnerProductSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD16ExtAVX512</span><span class="p">;</span></span>

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<pre style="margin: 0;">+<span id="LC330" class="line" lang="cpp">                <span class="n" style="color: #333;">InnerProductDistanceSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductDistanceSIMD16ExtAVX512</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC331" class="line" lang="cpp">            <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">AVXCapable</span><span class="p">())</span> <span class="p">{</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC332" class="line" lang="cpp">                <span class="n" style="color: #333;">InnerProductSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD16ExtAVX</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC333" class="line" lang="cpp">                <span class="n" style="color: #333;">InnerProductDistanceSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductDistanceSIMD16ExtAVX</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC334" class="line" lang="cpp">            <span class="p">}</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC335" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#elif defined(USE_AVX)</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="336" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC336" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">AVXCapable</span><span class="p">())</span> <span class="p">{</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC337" class="line" lang="cpp">                <span class="n" style="color: #333;">InnerProductSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD16ExtAVX</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="286" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="338" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC338" class="line" lang="cpp">                <span class="n" style="color: #333;">InnerProductDistanceSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductDistanceSIMD16ExtAVX</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC339" class="line" lang="cpp">            <span class="p">}</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC340" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;">+<span id="LC341" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX)</span></span>

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<pre style="margin: 0;">+<span id="LC342" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">AVXCapable</span><span class="p">())</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC343" class="line" lang="cpp">                <span class="n" style="color: #333;">InnerProductSIMD4Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD4ExtAVX</span><span class="p">;</span></span>

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<td class="old_line diff-line-num new" data-linenumber="286" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC344" class="line" lang="cpp">                <span class="n" style="color: #333;">InnerProductDistanceSIMD4Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductDistanceSIMD4ExtAVX</span><span class="p">;</span></span>

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<td class="old_line diff-line-num new" data-linenumber="286" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC345" class="line" lang="cpp">            <span class="p">}</span></span>

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<pre style="margin: 0;">+<span id="LC346" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;">+<span id="LC347" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC348" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">%</span> <span class="mi" style="color: #099;">16</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>

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<pre style="margin: 0;">-<span id="LC287" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD16Ext</span><span class="p">;</span></span>

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<td class="old_line diff-line-num new" data-linenumber="288" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC349" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct<span class="idiff left right">Distance</span>SIMD16Ext</span><span class="p">;</span></span>

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<td class="old_line diff-line-num" data-linenumber="288" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC350" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">%</span> <span class="mi" style="color: #099;">4</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>

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<td class="new_line diff-line-num old" data-linenumber="351" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC289" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD4Ext</span><span class="p">;</span></span>

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<td class="old_line diff-line-num new" data-linenumber="290" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC351" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct<span class="idiff left right">Distance</span>SIMD4Ext</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="290" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC352" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">16</span><span class="p">)</span></span>

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<pre style="margin: 0;">-<span id="LC291" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD16ExtResiduals</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="292" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="353" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC353" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct<span class="idiff left right">Distance</span>SIMD16ExtResiduals</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="292" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC354" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">4</span><span class="p">)</span></span>

</pre>

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<pre style="margin: 0;">-<span id="LC293" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProductSIMD4ExtResiduals</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC355" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">InnerProduct<span class="idiff left right">Distance</span>SIMD4ExtResiduals</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC356" class="line" lang="cpp">    <span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;"> <span id="LC357" class="line" lang="cpp">            <span class="n" style="color: #333;">dim_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">dim</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC358" class="line" lang="cpp">            <span class="n" style="color: #333;">data_size_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">*</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="p">);</span></span>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -311,5 +373,4 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC373" class="line" lang="cpp">    <span class="o" style="font-weight: 600;">~</span><span class="n" style="color: #333;">InnerProductSpace</span><span class="p">()</span> <span class="p">{}</span></span>

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<pre style="margin: 0;"> <span id="LC374" class="line" lang="cpp">    <span class="p">};</span></span>

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<pre style="margin: 0;"> <span id="LC375" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC314" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC376" class="line" lang="cpp"><span class="p">}</span></span></pre>

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<br>

</li>

<li id="02c9895b7da6eaa5e107a02345a1e43cec59bf13">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#02c9895b7da6eaa5e107a02345a1e43cec59bf13"><strong>hnswlib/space_l2.h</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -23,7 +23,7 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC23" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC24" class="line" lang="cpp">    <span class="c1" style="color: #998; font-style: italic;">// Favor using AVX512 if available.</span></span>

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<pre style="margin: 0;"> <span id="LC25" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<pre style="margin: 0;">-<span id="LC26" class="line" lang="cpp">    <span class="n" style="color: #333;">L2SqrSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC26" class="line" lang="cpp">    <span class="n" style="color: #333;">L2SqrSIMD16Ext<span class="idiff left right">AVX512</span></span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC27" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC28" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC29" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -52,12 +52,13 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC52" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC53" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="p">(</span><span class="n" style="color: #333;">res</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC54" class="line" lang="cpp"><span class="p">}</span></span>

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<pre style="margin: 0;">+<span id="LC55" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;"> <span id="LC56" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC56" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#<span class="idiff left right">el</span>if defined(USE_AVX)</span></span>

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<pre style="margin: 0;">+<span id="LC57" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX)</span></span>

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<pre style="margin: 0;"> <span id="LC58" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC59" class="line" lang="cpp">    <span class="c1" style="color: #998; font-style: italic;">// Favor using AVX if available.</span></span>

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<pre style="margin: 0;"> <span id="LC60" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<pre style="margin: 0;">-<span id="LC60" class="line" lang="cpp">    <span class="n" style="color: #333;">L2SqrSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC61" class="line" lang="cpp">    <span class="n" style="color: #333;">L2SqrSIMD16Ext<span class="idiff left right">AVX</span></span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC62" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC63" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC64" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -89,10 +90,12 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC90" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">return</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">1</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">2</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">3</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">4</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">5</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">6</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">7</span><span class="p">];</span></span>

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<pre style="margin: 0;"> <span id="LC91" class="line" lang="cpp">    <span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC92" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC92" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#elif defined(USE_SSE)</span></span>

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<pre style="margin: 0;">+<span id="LC93" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<td class="new_line diff-line-num new" data-linenumber="94" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC94" class="line" lang="cpp"></span>

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<td class="new_line diff-line-num new" data-linenumber="95" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC95" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE)</span></span>

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<td class="new_line diff-line-num" data-linenumber="96" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC96" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC97" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<pre style="margin: 0;">-<span id="LC95" class="line" lang="cpp">    <span class="n" style="color: #333;">L2SqrSIMD16Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC98" class="line" lang="cpp">    <span class="n" style="color: #333;">L2SqrSIMD16Ext<span class="idiff left right">SSE</span></span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC99" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect1v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC100" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">pVect2v</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC101" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="141" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -141,6 +144,8 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC144" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;"> <span id="LC145" class="line" lang="cpp"></span>

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<td class="old_line diff-line-num" data-linenumber="143" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="146" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC146" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX) || defined(USE_AVX512)</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="147" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC147" class="line" lang="cpp">    <span class="n" style="color: #333;">DISTFUNC</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">L2SqrSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2SqrSIMD16ExtSSE</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC148" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC149" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<pre style="margin: 0;"> <span id="LC150" class="line" lang="cpp">    <span class="n" style="color: #333;">L2SqrSIMD16ExtResiduals</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC151" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">qty</span> <span class="o" style="font-weight: 600;">=</span> <span class="o" style="font-weight: 600;">*</span><span class="p">((</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="o" style="font-weight: 600;">*</span><span class="p">)</span> <span class="n" style="color: #333;">qty_ptr</span><span class="p">);</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="156" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="161" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -156,7 +161,7 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC161" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;"> <span id="LC162" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC163" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC159" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#ifdef<span class="idiff left right"> </span>USE_SSE</span></span>

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<pre style="margin: 0;">+<span id="LC164" class="line" lang="cpp"><span class="cp" style="color: #999; font-weight: 600;">#if<span class="idiff left"> </span>def<span class="idiff">ined(</span>USE_SSE<span class="idiff right">)</span></span></span>

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<pre style="margin: 0;"> <span id="LC165" class="line" lang="cpp">    <span class="k" style="font-weight: 600;">static</span> <span class="kt" style="color: #458; font-weight: 600;">float</span></span>

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<td class="new_line diff-line-num" data-linenumber="166" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC166" class="line" lang="cpp">    <span class="n" style="color: #333;">L2SqrSIMD4Ext</span><span class="p">(</span><span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect1v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">pVect2v</span><span class="p">,</span> <span class="k" style="font-weight: 600;">const</span> <span class="kt" style="color: #458; font-weight: 600;">void</span> <span class="o" style="font-weight: 600;">*</span><span class="n" style="color: #333;">qty_ptr</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="new_line diff-line-num" data-linenumber="167" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC167" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;">float</span> <span class="n" style="color: #333;">PORTABLE_ALIGN32</span> <span class="n" style="color: #333;">TmpRes</span><span class="p">[</span><span class="mi" style="color: #099;">8</span><span class="p">];</span></span>

</pre>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="208" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="213" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -208,7 +213,17 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC213" class="line" lang="cpp">    <span class="nl">public:</span></span>

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<pre style="margin: 0;"> <span id="LC214" class="line" lang="cpp">        <span class="n" style="color: #333;">L2Space</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">dim</span><span class="p">)</span> <span class="p">{</span></span>

</pre>

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<td class="old_line diff-line-num" data-linenumber="210" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<td class="new_line diff-line-num" data-linenumber="215" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC215" class="line" lang="cpp">            <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2Sqr</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num old" data-linenumber="211" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<td class="new_line diff-line-num old" data-linenumber="216" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC211" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX) || defined(USE_AVX512)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="216" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC216" class="line" lang="cpp">    <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_SSE) || defined(USE_AVX) || defined(USE_AVX512)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="217" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC217" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#if defined(USE_AVX512)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="218" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC218" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">AVX512Capable</span><span class="p">())</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="219" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC219" class="line" lang="cpp">                <span class="n" style="color: #333;">L2SqrSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2SqrSIMD16ExtAVX512</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="220" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC220" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">AVXCapable</span><span class="p">())</span></span>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="221" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC221" class="line" lang="cpp">                <span class="n" style="color: #333;">L2SqrSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2SqrSIMD16ExtAVX</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC222" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#elif defined(USE_AVX)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="223" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC223" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">AVXCapable</span><span class="p">())</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="224" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC224" class="line" lang="cpp">                <span class="n" style="color: #333;">L2SqrSIMD16Ext</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2SqrSIMD16ExtAVX</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="212" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC225" class="line" lang="cpp">        <span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC226" class="line" lang="cpp"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC227" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">%</span> <span class="mi" style="color: #099;">16</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC228" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2SqrSIMD16Ext</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC229" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">%</span> <span class="mi" style="color: #099;">4</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="217" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="232" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -217,7 +232,7 @@ namespace hnswlib {</td>

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<pre style="margin: 0;"> <span id="LC232" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2SqrSIMD16ExtResiduals</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;"> <span id="LC233" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">else</span> <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">4</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC234" class="line" lang="cpp">                <span class="n" style="color: #333;">fstdistfunc_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">L2SqrSIMD4ExtResiduals</span><span class="p">;</span></span>

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<pre style="margin: 0;">-<span id="LC220" class="line" lang="cpp"><span class="idiff left right">    </span>    <span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;">+<span id="LC235" class="line" lang="cpp">    <span class="cp" style="color: #999; font-weight: 600;">#endif</span></span>

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<pre style="margin: 0;"> <span id="LC236" class="line" lang="cpp">            <span class="n" style="color: #333;">dim_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">dim</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC237" class="line" lang="cpp">            <span class="n" style="color: #333;">data_size_</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">dim</span> <span class="o" style="font-weight: 600;">*</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">float</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC238" class="line" lang="cpp">        <span class="p">}</span></span>

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<br>

</li>

<li id="ccfca7ffbfe31198ef8772cae9b9fd0e691fd464">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#ccfca7ffbfe31198ef8772cae9b9fd0e691fd464"><strong>python_bindings/LazyIndex.py</strong></a>

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<pre style="margin: 0;">+<span id="LC1" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">hnswlib</span></span>

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<pre style="margin: 0;">+<span id="LC2" class="line" lang="python"><span class="s" style="color: #d14;">"""</span></span>

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<pre style="margin: 0;">+<span id="LC3" class="line" lang="python"><span class="s" style="color: #d14;">    A python wrapper for lazy indexing, preserves the same api as hnswlib.Index but initializes the index only after adding items for the first time with `add_items`.</span></span>

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<pre style="margin: 0;">+<span id="LC4" class="line" lang="python"><span class="s" style="color: #d14;">"""</span></span>

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<pre style="margin: 0;">+<span id="LC5" class="line" lang="python"><span class="k" style="font-weight: 600;">class</span> <span class="nc" style="color: #458; font-weight: 600;">LazyIndex</span><span class="p">(</span><span class="n" style="color: #333;">hnswlib</span><span class="p">.</span><span class="n" style="color: #333;">Index</span><span class="p">):</span></span>

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<td class="new_line diff-line-num new" data-linenumber="6" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC6" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">__init__</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">space</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="p">,</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1024</span><span class="p">,</span> <span class="n" style="color: #333;">ef_construction</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">200</span><span class="p">,</span> <span class="n" style="color: #333;">M</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">16</span><span class="p">):</span></span>

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<pre style="margin: 0;">+<span id="LC7" class="line" lang="python">        <span class="nb" style="color: #0086b3;">super</span><span class="p">().</span><span class="n" style="color: #333;">__init__</span><span class="p">(</span><span class="n" style="color: #333;">space</span><span class="p">,</span> <span class="n" style="color: #333;">dim</span><span class="p">)</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="8" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC8" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">max_elements</span></span>

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<td class="new_line diff-line-num new" data-linenumber="9" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC9" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_ef_construction</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">ef_construction</span></span>

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<pre style="margin: 0;">+<span id="LC10" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_M</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">M</span></span>

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<td class="new_line diff-line-num new" data-linenumber="11" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC11" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">init_index</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">,</span><span class="n" style="color: #333;">M</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">,</span><span class="n" style="color: #333;">ef_construction</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">0</span><span class="p">):</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="12" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

12

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<pre style="margin: 0;">+<span id="LC12" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">></span><span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="13" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

13

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<pre style="margin: 0;">+<span id="LC13" class="line" lang="python">            <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_max_elements</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">max_elements</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="14" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

14

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<pre style="margin: 0;">+<span id="LC14" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">ef_construction</span><span class="o" style="font-weight: 600;">></span><span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="15" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

15

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<pre style="margin: 0;">+<span id="LC15" class="line" lang="python">            <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_ef_construction</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">ef_construction</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="16" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

16

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<pre style="margin: 0;">+<span id="LC16" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">M</span><span class="o" style="font-weight: 600;">></span><span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="17" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

17

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<pre style="margin: 0;">+<span id="LC17" class="line" lang="python">            <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_M</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">M</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="18" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

18

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<pre style="margin: 0;">+<span id="LC18" class="line" lang="python">        <span class="nb" style="color: #0086b3;">super</span><span class="p">().</span><span class="n" style="color: #333;">init_index</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_max_elements</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_M</span><span class="p">,</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_ef_construction</span><span class="p">)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="19" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

19

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<pre style="margin: 0;">+<span id="LC19" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">add_items</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">data</span><span class="p">,</span> <span class="n" style="color: #333;">ids</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">,</span> <span class="n" style="color: #333;">num_threads</span><span class="o" style="font-weight: 600;">=-</span><span class="mi" style="color: #099;">1</span><span class="p">):</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="20" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

20

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<pre style="margin: 0;">+<span id="LC20" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">==</span><span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="21" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

21

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<pre style="margin: 0;">+<span id="LC21" class="line" lang="python">            <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_index</span><span class="p">()</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="22" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

22

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<pre style="margin: 0;">+<span id="LC22" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="nb" style="color: #0086b3;">super</span><span class="p">().</span><span class="n" style="color: #333;">add_items</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">,</span><span class="n" style="color: #333;">ids</span><span class="p">,</span> <span class="n" style="color: #333;">num_threads</span><span class="p">)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="23" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC23" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">get_items</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">ids</span><span class="o" style="font-weight: 600;">=</span><span class="bp" style="color: #999;">None</span><span class="p">):</span></span>

</pre>

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</td>

<td class="new_line diff-line-num new" data-linenumber="24" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

24

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<pre style="margin: 0;">+<span id="LC24" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">==</span><span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="25" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

25

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<pre style="margin: 0;">+<span id="LC25" class="line" lang="python">            <span class="k" style="font-weight: 600;">return</span> <span class="p">[]</span></span>

</pre>

</td>

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</td>

<td class="new_line diff-line-num new" data-linenumber="26" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

26

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC26" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="nb" style="color: #0086b3;">super</span><span class="p">().</span><span class="n" style="color: #333;">get_items</span><span class="p">(</span><span class="n" style="color: #333;">ids</span><span class="p">)</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="27" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

27

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<pre style="margin: 0;">+<span id="LC27" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">knn_query</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">data</span><span class="p">,</span><span class="n" style="color: #333;">k</span><span class="o" style="font-weight: 600;">=</span><span class="mi" style="color: #099;">1</span><span class="p">,</span> <span class="n" style="color: #333;">num_threads</span><span class="o" style="font-weight: 600;">=-</span><span class="mi" style="color: #099;">1</span><span class="p">):</span></span>

</pre>

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</td>

<td class="new_line diff-line-num new" data-linenumber="28" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

28

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<pre style="margin: 0;">+<span id="LC28" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">==</span><span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="29" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

29

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<pre style="margin: 0;">+<span id="LC29" class="line" lang="python">            <span class="k" style="font-weight: 600;">return</span> <span class="p">[],</span> <span class="p">[]</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="30" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

30

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<pre style="margin: 0;">+<span id="LC30" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="nb" style="color: #0086b3;">super</span><span class="p">().</span><span class="n" style="color: #333;">knn_query</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">,</span> <span class="n" style="color: #333;">k</span><span class="p">,</span> <span class="n" style="color: #333;">num_threads</span><span class="p">)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="31" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

31

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<pre style="margin: 0;">+<span id="LC31" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">resize_index</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">size</span><span class="p">):</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="32" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

32

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC32" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">==</span><span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="33" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

33

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC33" class="line" lang="python">            <span class="k" style="font-weight: 600;">return</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_index</span><span class="p">(</span><span class="n" style="color: #333;">size</span><span class="p">)</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="34" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

34

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC34" class="line" lang="python">        <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="35" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

35

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC35" class="line" lang="python">            <span class="k" style="font-weight: 600;">return</span> <span class="nb" style="color: #0086b3;">super</span><span class="p">().</span><span class="n" style="color: #333;">resize_index</span><span class="p">(</span><span class="n" style="color: #333;">size</span><span class="p">)</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="36" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

36

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC36" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">set_ef</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">,</span> <span class="n" style="color: #333;">ef</span><span class="p">):</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="37" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

37

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC37" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">max_elements</span><span class="o" style="font-weight: 600;">==</span><span class="mi" style="color: #099;">0</span><span class="p">:</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="38" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

38

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC38" class="line" lang="python">            <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">init_ef_construction</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">ef</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="39" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

39

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<pre style="margin: 0;">+<span id="LC39" class="line" lang="python">            <span class="k" style="font-weight: 600;">return</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="40" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

40

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC40" class="line" lang="python">        <span class="nb" style="color: #0086b3;">super</span><span class="p">().</span><span class="n" style="color: #333;">set_ef</span><span class="p">(</span><span class="n" style="color: #333;">ef</span><span class="p">)</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="41" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

41

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC41" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">get_max_elements</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="42" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

42

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC42" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">max_elements</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

</td>

<td class="new_line diff-line-num new" data-linenumber="43" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

43

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<td class="line_content new" style="padding-left: 0.5em; padding-right: 0.5em;" bgcolor="#ecfdf0">

<pre style="margin: 0;">+<span id="LC43" class="line" lang="python">    <span class="k" style="font-weight: 600;">def</span> <span class="nf" style="color: #900; font-weight: 600;">get_current_count</span><span class="p">(</span><span class="bp" style="color: #999;">self</span><span class="p">):</span></span>

</pre>

</td>

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<td class="old_line diff-line-num new" data-linenumber="0" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<td class="new_line diff-line-num new" data-linenumber="44" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC44" class="line" lang="python">        <span class="k" style="font-weight: 600;">return</span> <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">element_count</span></span></pre>

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<li id="4cea3f15a71772eccc6ce7c86b0487a5e914c345">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#4cea3f15a71772eccc6ce7c86b0487a5e914c345"><strong>python_bindings/bindings.cpp</strong></a>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -260,11 +260,16 @@ public:</td>

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<pre style="margin: 0;"> <span id="LC260" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="o" style="font-weight: 600;">!</span><span class="n" style="color: #333;">ids_</span><span class="p">.</span><span class="n" style="color: #333;">is_none</span><span class="p">())</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC261" class="line" lang="cpp">            <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array_t</span> <span class="o" style="font-weight: 600;"><</span> <span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="p">,</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">c_style</span> <span class="o" style="font-weight: 600;">|</span> <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">array</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">forcecast</span> <span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">items</span><span class="p">(</span><span class="n" style="color: #333;">ids_</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC262" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">auto</span> <span class="n" style="color: #333;">ids_numpy</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">request</span><span class="p">();</span></span>

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<pre style="margin: 0;">-<span id="LC263" class="line" lang="cpp">            <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">ids1</span><span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]);</span></span>

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<td class="new_line diff-line-num old" data-linenumber="263" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #fac5cd; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#f9d7dc">

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<pre style="margin: 0;">-<span id="LC264" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ids1</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">();</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">-<span id="LC265" class="line" lang="cpp">                <span class="n" style="color: #333;">ids1</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">()[</span><span class="n" style="color: #333;">i</span><span class="p">];</span></span>

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<pre style="margin: 0;">+<span id="LC263" class="line" lang="cpp"></span>

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<pre style="margin: 0;">+<span id="LC264" class="line" lang="cpp">            <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">ndim</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC265" class="line" lang="cpp">              <span class="k" style="font-weight: 600;">throw</span> <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">invalid_argument</span><span class="p">(</span><span class="s" style="color: #d14;">"get_items accepts a list of indices and returns a list of vectors"</span><span class="p">);</span></span>

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<pre style="margin: 0;">+<span id="LC266" class="line" lang="cpp">            <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC267" class="line" lang="cpp">              <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">ids1</span><span class="p">(</span><span class="n" style="color: #333;">ids_numpy</span><span class="p">.</span><span class="n" style="color: #333;">shape</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]);</span></span>

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<pre style="margin: 0;">+<span id="LC268" class="line" lang="cpp">              <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">ids1</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">();</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">+<span id="LC269" class="line" lang="cpp">                  <span class="n" style="color: #333;">ids1</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">items</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">()[</span><span class="n" style="color: #333;">i</span><span class="p">];</span></span>

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<pre style="margin: 0;">+<span id="LC270" class="line" lang="cpp">              <span class="p">}</span></span>

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<pre style="margin: 0;">+<span id="LC271" class="line" lang="cpp">              <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">swap</span><span class="p">(</span><span class="n" style="color: #333;">ids1</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC272" class="line" lang="cpp">            <span class="p">}</span></span>

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<pre style="margin: 0;">-<span id="LC267" class="line" lang="cpp">            <span class="n" style="color: #333;">ids</span><span class="p">.</span><span class="n" style="color: #333;">swap</span><span class="p">(</span><span class="n" style="color: #333;">ids1</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC273" class="line" lang="cpp">        <span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC274" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC275" class="line" lang="cpp">        <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">data_t</span><span class="o" style="font-weight: 600;">>></span> <span class="n" style="color: #333;">data</span><span class="p">;</span></span>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -287,12 +292,12 @@ public:</td>

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<pre style="margin: 0;"> <span id="LC292" class="line" lang="cpp">    <span class="n" style="color: #333;">py</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">dict</span> <span class="n" style="color: #333;">getAnnData</span><span class="p">()</span> <span class="k" style="font-weight: 600;">const</span> <span class="p">{</span> <span class="cm" style="color: #998; font-style: italic;">/* WARNING: Index::getAnnData is not thread-safe with Index::addItems */</span></span>

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<pre style="margin: 0;"> <span id="LC293" class="line" lang="cpp">      <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">unique_lock</span> <span class="o" style="font-weight: 600;"><</span><span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">mutex</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">templock</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">global</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC294" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC290" class="line" lang="cpp">      <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span> <span class="n" style="color: #333;">level0_npy_size</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_data_per_element_</span><span class="p">;</span></span>

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<pre style="margin: 0;">-<span id="LC291" class="line" lang="cpp">      <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span> <span class="n" style="color: #333;">link_npy_size</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;">-<span id="LC292" class="line" lang="cpp">      <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">link_npy_offsets</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">);</span></span>

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<td class="old_line diff-line-num new" data-linenumber="293" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC295" class="line" lang="cpp">      <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span> <span class="n" style="color: #333;">level0_npy_size</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_data_per_element_</span><span class="p">;</span></span>

</pre>

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<td class="old_line diff-line-num new" data-linenumber="293" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC296" class="line" lang="cpp">      <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span> <span class="n" style="color: #333;">link_npy_size</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;">+<span id="LC297" class="line" lang="cpp">      <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">link_npy_offsets</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC298" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC299" class="line" lang="cpp">      <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">;</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">){</span></span>

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<pre style="margin: 0;">-<span id="LC295" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span> <span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">:</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;">+<span id="LC300" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span> <span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">:</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC301" class="line" lang="cpp">        <span class="n" style="color: #333;">link_npy_offsets</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">link_npy_size</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC302" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">linkListSize</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC303" class="line" lang="cpp">          <span class="n" style="color: #333;">link_npy_size</span> <span class="o" style="font-weight: 600;">+=</span> <span class="n" style="color: #333;">linkListSize</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC326" class="line" lang="cpp">      <span class="n" style="color: #333;">memcpy</span><span class="p">(</span><span class="n" style="color: #333;">element_levels_npy</span><span class="p">,</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(),</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">.</span><span class="n" style="color: #333;">size</span><span class="p">()</span> <span class="o" style="font-weight: 600;">*</span> <span class="k" style="font-weight: 600;">sizeof</span><span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">int</span><span class="p">));</span></span>

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<pre style="margin: 0;"> <span id="LC327" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC328" class="line" lang="cpp">      <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">;</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">){</span></span>

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<pre style="margin: 0;">-<span id="LC324" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span> <span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">:</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<td class="new_line diff-line-num new" data-linenumber="329" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC329" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span> <span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">:</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC330" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">linkListSize</span><span class="p">){</span></span>

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<pre style="margin: 0;"> <span id="LC331" class="line" lang="cpp">          <span class="n" style="color: #333;">memcpy</span><span class="p">(</span><span class="n" style="color: #333;">link_list_npy</span><span class="o" style="font-weight: 600;">+</span><span class="n" style="color: #333;">link_npy_offsets</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">],</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">linkLists_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">],</span> <span class="n" style="color: #333;">linkListSize</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC332" class="line" lang="cpp">        <span class="p">}</span></span>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -495,11 +500,11 @@ public:</td>

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<pre style="margin: 0;"> <span id="LC500" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC501" class="line" lang="cpp">      <span class="n" style="color: #333;">memcpy</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(),</span> <span class="n" style="color: #333;">element_levels_npy</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(),</span> <span class="n" style="color: #333;">element_levels_npy</span><span class="p">.</span><span class="n" style="color: #333;">nbytes</span><span class="p">());</span></span>

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<pre style="margin: 0;"> <span id="LC502" class="line" lang="cpp"></span>

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<pre style="margin: 0;">-<span id="LC498" class="line" lang="cpp">      <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span> <span class="n" style="color: #333;">link_npy_size</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;">-<span id="LC499" class="line" lang="cpp">      <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">link_npy_offsets</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">);</span></span>

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<pre style="margin: 0;">+<span id="LC503" class="line" lang="cpp">      <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span> <span class="n" style="color: #333;">link_npy_size</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;">+<span id="LC504" class="line" lang="cpp">      <span class="n" style="color: #333;">std</span><span class="o" style="font-weight: 600;">::</span><span class="n" style="color: #333;">vector</span><span class="o" style="font-weight: 600;"><</span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span><span class="o" style="font-weight: 600;">></span> <span class="n" style="color: #333;">link_npy_offsets</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">);</span></span>

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<pre style="margin: 0;"> <span id="LC505" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC506" class="line" lang="cpp">      <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">cur_element_count</span><span class="p">;</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">){</span></span>

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<pre style="margin: 0;">-<span id="LC502" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span> <span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">:</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC507" class="line" lang="cpp">        <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span> <span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">:</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC508" class="line" lang="cpp">        <span class="n" style="color: #333;">link_npy_offsets</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span><span class="o" style="font-weight: 600;">=</span><span class="n" style="color: #333;">link_npy_size</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC509" class="line" lang="cpp">        <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">linkListSize</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC510" class="line" lang="cpp">          <span class="n" style="color: #333;">link_npy_size</span> <span class="o" style="font-weight: 600;">+=</span> <span class="n" style="color: #333;">linkListSize</span><span class="p">;</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="508" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="diff-line-num unfold js-unfold new_line" data-linenumber="513" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -508,7 +513,7 @@ public:</td>

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<pre style="margin: 0;"> <span id="LC513" class="line" lang="cpp">      <span class="n" style="color: #333;">memcpy</span><span class="p">(</span><span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">data_level0_memory_</span><span class="p">,</span> <span class="n" style="color: #333;">data_level0_npy</span><span class="p">.</span><span class="n" style="color: #333;">data</span><span class="p">(),</span> <span class="n" style="color: #333;">data_level0_npy</span><span class="p">.</span><span class="n" style="color: #333;">nbytes</span><span class="p">());</span></span>

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<pre style="margin: 0;"> <span id="LC514" class="line" lang="cpp"></span>

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<pre style="margin: 0;"> <span id="LC515" class="line" lang="cpp">      <span class="k" style="font-weight: 600;">for</span> <span class="p">(</span><span class="kt" style="color: #458; font-weight: 600;">size_t</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;">=</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span> <span class="n" style="color: #333;">i</span> <span class="o" style="font-weight: 600;"><</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">max_elements_</span><span class="p">;</span> <span class="n" style="color: #333;">i</span><span class="o" style="font-weight: 600;">++</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;">-<span id="LC511" class="line" lang="cpp">          <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left">unsigned</span></span><span class="idiff"> </span><span class="kt" style="color: #458; font-weight: 600;"><span class="idiff right">in</span>t</span> <span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">:</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;">+<span id="LC516" class="line" lang="cpp">          <span class="kt" style="color: #458; font-weight: 600;"><span class="idiff left right">size_</span>t</span> <span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">></span> <span class="mi" style="color: #099;">0</span> <span class="o" style="font-weight: 600;">?</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">size_links_per_element_</span> <span class="o" style="font-weight: 600;">*</span> <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">element_levels_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">:</span> <span class="mi" style="color: #099;">0</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC517" class="line" lang="cpp">          <span class="k" style="font-weight: 600;">if</span> <span class="p">(</span><span class="n" style="color: #333;">linkListSize</span> <span class="o" style="font-weight: 600;">==</span> <span class="mi" style="color: #099;">0</span><span class="p">)</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC518" class="line" lang="cpp">              <span class="n" style="color: #333;">appr_alg</span><span class="o" style="font-weight: 600;">-></span><span class="n" style="color: #333;">linkLists_</span><span class="p">[</span><span class="n" style="color: #333;">i</span><span class="p">]</span> <span class="o" style="font-weight: 600;">=</span> <span class="nb" style="color: #0086b3;">nullptr</span><span class="p">;</span></span>

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<pre style="margin: 0;"> <span id="LC519" class="line" lang="cpp">          <span class="p">}</span> <span class="k" style="font-weight: 600;">else</span> <span class="p">{</span></span>

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<br>

</li>

<li id="49e19de0a1effecc3e5da56418c0806860f4ceb0">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#49e19de0a1effecc3e5da56418c0806860f4ceb0"><strong>python_bindings/tests/bindings_test_getdata.py</strong></a>

<hr>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="41" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -41,6 +41,9 @@ class RandomSelfTestCase(unittest.TestCase):</td>

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<pre style="margin: 0;"> <span id="LC41" class="line" lang="python">        <span class="k" style="font-weight: 600;">print</span><span class="p">(</span><span class="s" style="color: #d14;">"Adding all elements (%d)"</span> <span class="o" style="font-weight: 600;">%</span> <span class="p">(</span><span class="nb" style="color: #0086b3;">len</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">)))</span></span>

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<pre style="margin: 0;"> <span id="LC42" class="line" lang="python">        <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">add_items</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">,</span> <span class="n" style="color: #333;">labels</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC43" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;">+<span id="LC44" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># Getting data by label should raise an exception if a scalar is passed:</span></span>

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<pre style="margin: 0;">+<span id="LC45" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">assertRaises</span><span class="p">(</span><span class="nb" style="color: #0086b3;">ValueError</span><span class="p">,</span> <span class="k" style="font-weight: 600;">lambda</span><span class="p">:</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">get_items</span><span class="p">(</span><span class="n" style="color: #333;">labels</span><span class="p">[</span><span class="mi" style="color: #099;">0</span><span class="p">]))</span></span>

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<pre style="margin: 0;">+<span id="LC46" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC47" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;"># After adding them, all labels should be retrievable</span></span>

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<pre style="margin: 0;"> <span id="LC48" class="line" lang="python">        <span class="n" style="color: #333;">returned_items</span> <span class="o" style="font-weight: 600;">=</span> <span class="n" style="color: #333;">p</span><span class="p">.</span><span class="n" style="color: #333;">get_items</span><span class="p">(</span><span class="n" style="color: #333;">labels</span><span class="p">)</span></span>

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<pre style="margin: 0;"> <span id="LC49" class="line" lang="python">        <span class="bp" style="color: #999;">self</span><span class="p">.</span><span class="n" style="color: #333;">assertSequenceEqual</span><span class="p">(</span><span class="n" style="color: #333;">data</span><span class="p">.</span><span class="n" style="color: #333;">tolist</span><span class="p">(),</span> <span class="n" style="color: #333;">returned_items</span><span class="p">)</span></span></pre>

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<br>

</li>

<li id="8e2edce0d507e1297474f25c00cae94258db38d8">

<a href="https://salsa.debian.org/med-team/hnswlib/-/compare/b71a8081d4ccba025d0fc69f5f628f3339d9d588...302640805e6dac29e2ece55786f44cc042856c17#8e2edce0d507e1297474f25c00cae94258db38d8"><strong>setup.py</strong></a>

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<pre style="margin: 0;"> <span id="LC1" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">os</span></span>

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<pre style="margin: 0;"> <span id="LC2" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">sys</span></span>

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<pre style="margin: 0;">+<span id="LC3" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">platform</span></span>

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<pre style="margin: 0;"> <span id="LC4" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC5" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">numpy</span> <span class="k" style="font-weight: 600;">as</span> <span class="n" style="color: #333;">np</span></span>

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<pre style="margin: 0;"> <span id="LC6" class="line" lang="python"><span class="kn" style="font-weight: 600;">import</span> <span class="nn" style="color: #555;">pybind11</span></span>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -7,7 +8,7 @@ import setuptools</td>

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<pre style="margin: 0;"> <span id="LC8" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">setuptools</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">Extension</span><span class="p">,</span> <span class="n" style="color: #333;">setup</span></span>

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<pre style="margin: 0;"> <span id="LC9" class="line" lang="python"><span class="kn" style="font-weight: 600;">from</span> <span class="nn" style="color: #555;">setuptools.command.build_ext</span> <span class="kn" style="font-weight: 600;">import</span> <span class="n" style="color: #333;">build_ext</span></span>

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<pre style="margin: 0;"> <span id="LC10" class="line" lang="python"></span>

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<pre style="margin: 0;">-<span id="LC10" class="line" lang="python"><span class="n" style="color: #333;">__version__</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'0.6.<span class="idiff left right">0</span>'</span></span>

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<pre style="margin: 0;">+<span id="LC11" class="line" lang="python"><span class="n" style="color: #333;">__version__</span> <span class="o" style="font-weight: 600;">=</span> <span class="s" style="color: #d14;">'0.6.<span class="idiff left right">1</span>'</span></span>

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<pre style="margin: 0;"> <span id="LC12" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC13" class="line" lang="python"></span>

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<pre style="margin: 0;"> <span id="LC14" class="line" lang="python"><span class="n" style="color: #333;">include_dirs</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">[</span></span>

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<td class="diff-line-num unfold js-unfold old_line" data-linenumber="74" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">...</td>

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<td class="line_content match " style="padding-left: 0.5em; padding-right: 0.5em; color: rgba(0,0,0,0.3);" bgcolor="#fafafa">@@ -74,14 +75,20 @@ class BuildExt(build_ext):</td>

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<pre style="margin: 0;"> <span id="LC75" class="line" lang="python">    <span class="s" style="color: #d14;">"""A custom build extension for adding compiler-specific options."""</span></span>

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<pre style="margin: 0;"> <span id="LC76" class="line" lang="python">    <span class="n" style="color: #333;">c_opts</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">{</span></span>

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<pre style="margin: 0;"> <span id="LC77" class="line" lang="python">        <span class="s" style="color: #d14;">'msvc'</span><span class="p">:</span> <span class="p">[</span><span class="s" style="color: #d14;">'/EHsc'</span><span class="p">,</span> <span class="s" style="color: #d14;">'/openmp'</span><span class="p">,</span> <span class="s" style="color: #d14;">'/O2'</span><span class="p">],</span></span>

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<pre style="margin: 0;">-<span id="LC77" class="line" lang="python">        <span class="s" style="color: #d14;">'unix'</span><span class="p">:</span> <span class="p">[</span><span class="s" style="color: #d14;">'-O3'</span><span class="p">,</span> <span class="s" style="color: #d14;">'-march=native'</span><span class="p">],</span>  <span class="c1" style="color: #998; font-style: italic;"># , '-w'</span></span>

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<pre style="margin: 0;">+<span id="LC78" class="line" lang="python">        <span class="c1" style="color: #998; font-style: italic;">#'unix': ['-O3', '-march=native'],  # , '-w'</span></span>

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<td class="new_line diff-line-num new" data-linenumber="79" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC79" class="line" lang="python">        <span class="s" style="color: #d14;">'unix'</span><span class="p">:</span> <span class="p">[</span><span class="s" style="color: #d14;">'-O3'</span><span class="p">],</span>  <span class="c1" style="color: #998; font-style: italic;"># , '-w'</span></span>

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<pre style="margin: 0;"> <span id="LC80" class="line" lang="python">    <span class="p">}</span></span>

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<td class="new_line diff-line-num new" data-linenumber="81" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC81" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="ow" style="font-weight: 600;">not</span> <span class="n" style="color: #333;">os</span><span class="p">.</span><span class="n" style="color: #333;">environ</span><span class="p">.</span><span class="n" style="color: #333;">get</span><span class="p">(</span><span class="s" style="color: #d14;">"HNSWLIB_NO_NATIVE"</span><span class="p">):</span></span>

</pre>

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<td class="new_line diff-line-num new" data-linenumber="82" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC82" class="line" lang="python">        <span class="n" style="color: #333;">c_opts</span><span class="p">[</span><span class="s" style="color: #d14;">'unix'</span><span class="p">].</span><span class="n" style="color: #333;">append</span><span class="p">(</span><span class="s" style="color: #d14;">'-march=native'</span><span class="p">)</span></span>

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<td class="new_line diff-line-num new" data-linenumber="83" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #c7f0d2; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#ddfbe6">

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<pre style="margin: 0;">+<span id="LC83" class="line" lang="python"></span>

</pre>

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<pre style="margin: 0;"> <span id="LC84" class="line" lang="python">    <span class="n" style="color: #333;">link_opts</span> <span class="o" style="font-weight: 600;">=</span> <span class="p">{</span></span>

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<td class="new_line diff-line-num" data-linenumber="85" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC85" class="line" lang="python">        <span class="s" style="color: #d14;">'unix'</span><span class="p">:</span> <span class="p">[],</span></span>

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<pre style="margin: 0;"> <span id="LC86" class="line" lang="python">        <span class="s" style="color: #d14;">'msvc'</span><span class="p">:</span> <span class="p">[],</span></span>

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<pre style="margin: 0;"> <span id="LC87" class="line" lang="python">    <span class="p">}</span></span>

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<pre style="margin: 0;"> <span id="LC88" class="line" lang="python"></span>

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<td class="new_line diff-line-num" data-linenumber="89" style="width: 35px; color: rgba(0,0,0,0.3); border-right-width: 1px; border-right-color: #f0f0f0; border-right-style: solid; padding: 0 5px;" align="right" bgcolor="#fafafa">

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<pre style="margin: 0;"> <span id="LC89" class="line" lang="python">    <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">sys</span><span class="p">.</span><span class="n" style="color: #333;">platform</span> <span class="o" style="font-weight: 600;">==</span> <span class="s" style="color: #d14;">'darwin'</span><span class="p">:</span></span>

</pre>

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<pre style="margin: 0;">+<span id="LC90" class="line" lang="python">        <span class="k" style="font-weight: 600;">if</span> <span class="n" style="color: #333;">platform</span><span class="p">.</span><span class="n" style="color: #333;">machine</span><span class="p">()</span> <span class="o" style="font-weight: 600;">==</span> <span class="s" style="color: #d14;">'arm64'</span><span class="p">:</span></span>

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<pre style="margin: 0;">+<span id="LC91" class="line" lang="python">            <span class="n" style="color: #333;">c_opts</span><span class="p">[</span><span class="s" style="color: #d14;">'unix'</span><span class="p">].</span><span class="n" style="color: #333;">remove</span><span class="p">(</span><span class="s" style="color: #d14;">'-march=native'</span><span class="p">)</span></span>

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85

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<pre style="margin: 0;"> <span id="LC92" class="line" lang="python">        <span class="n" style="color: #333;">c_opts</span><span class="p">[</span><span class="s" style="color: #d14;">'unix'</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+=</span> <span class="p">[</span><span class="s" style="color: #d14;">'-stdlib=libc++'</span><span class="p">,</span> <span class="s" style="color: #d14;">'-mmacosx-version-min=10.7'</span><span class="p">]</span></span>

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86

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<pre style="margin: 0;"> <span id="LC93" class="line" lang="python">        <span class="n" style="color: #333;">link_opts</span><span class="p">[</span><span class="s" style="color: #d14;">'unix'</span><span class="p">]</span> <span class="o" style="font-weight: 600;">+=</span> <span class="p">[</span><span class="s" style="color: #d14;">'-stdlib=libc++'</span><span class="p">,</span> <span class="s" style="color: #d14;">'-mmacosx-version-min=10.7'</span><span class="p">]</span></span>

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87

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<pre style="margin: 0;"> <span id="LC94" class="line" lang="python">    <span class="k" style="font-weight: 600;">else</span><span class="p">:</span></span>

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