From 1d3e769c10826c07a29b20151cd8bc9c2f206865 Mon Sep 17 00:00:00 2001
From: George Williams <george.williams@gmail.com>
Date: Thu, 29 Aug 2024 17:55:05 -0700
Subject: [PATCH] fix nb and re-render

---
 neurips23/latitude-m4-metal-medium.md         | 280 +++++++++---------
 .../latitude/_latitude-m4-metal-medium.md     |   2 -
 2 files changed, 139 insertions(+), 143 deletions(-)

diff --git a/neurips23/latitude-m4-metal-medium.md b/neurips23/latitude-m4-metal-medium.md
index f7e06e89..874bd135 100644
--- a/neurips23/latitude-m4-metal-medium.md
+++ b/neurips23/latitude-m4-metal-medium.md
@@ -22,179 +22,179 @@ Shown here are results run on the following hardware:
 * Bare-metal "m4-metal-medium" instance provided by [Latitude](https://www.latitude.sh/) 
 
 ## Results
-<table id="T_d4cea">
+<table id="T_5e37f">
   <thead>
     <tr>
-      <th id="T_d4cea_level0_col0" class="col_heading level0 col0" colspan="3">filter</th>
-      <th id="T_d4cea_level0_col3" class="col_heading level0 col3" colspan="3">sparse</th>
-      <th id="T_d4cea_level0_col6" class="col_heading level0 col6" colspan="3">ood</th>
+      <th id="T_5e37f_level0_col0" class="col_heading level0 col0" colspan="3">filter</th>
+      <th id="T_5e37f_level0_col3" class="col_heading level0 col3" colspan="3">sparse</th>
+      <th id="T_5e37f_level0_col6" class="col_heading level0 col6" colspan="3">ood</th>
     </tr>
     <tr>
-      <th id="T_d4cea_level1_col0" class="col_heading level1 col0" >rank</th>
-      <th id="T_d4cea_level1_col1" class="col_heading level1 col1" >algorithm</th>
-      <th id="T_d4cea_level1_col2" class="col_heading level1 col2" >qps</th>
-      <th id="T_d4cea_level1_col3" class="col_heading level1 col3" >rank</th>
-      <th id="T_d4cea_level1_col4" class="col_heading level1 col4" >algorithm</th>
-      <th id="T_d4cea_level1_col5" class="col_heading level1 col5" >qps</th>
-      <th id="T_d4cea_level1_col6" class="col_heading level1 col6" >rank</th>
-      <th id="T_d4cea_level1_col7" class="col_heading level1 col7" >algorithm</th>
-      <th id="T_d4cea_level1_col8" class="col_heading level1 col8" >qps</th>
+      <th id="T_5e37f_level1_col0" class="col_heading level1 col0" >rank</th>
+      <th id="T_5e37f_level1_col1" class="col_heading level1 col1" >algorithm</th>
+      <th id="T_5e37f_level1_col2" class="col_heading level1 col2" >qps</th>
+      <th id="T_5e37f_level1_col3" class="col_heading level1 col3" >rank</th>
+      <th id="T_5e37f_level1_col4" class="col_heading level1 col4" >algorithm</th>
+      <th id="T_5e37f_level1_col5" class="col_heading level1 col5" >qps</th>
+      <th id="T_5e37f_level1_col6" class="col_heading level1 col6" >rank</th>
+      <th id="T_5e37f_level1_col7" class="col_heading level1 col7" >algorithm</th>
+      <th id="T_5e37f_level1_col8" class="col_heading level1 col8" >qps</th>
     </tr>
   </thead>
   <tbody>
     <tr>
-      <td id="T_d4cea_row0_col0" class="data row0 col0" >1</td>
-      <td id="T_d4cea_row0_col1" class="data row0 col1" ><a href="latitude/commands/filter__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
-      <td id="T_d4cea_row0_col2" class="data row0 col2" >               213.3K</td>
-      <td id="T_d4cea_row0_col3" class="data row0 col3" >1</td>
-      <td id="T_d4cea_row0_col4" class="data row0 col4" ><a href="latitude/commands/sparse__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
-      <td id="T_d4cea_row0_col5" class="data row0 col5" >                34.8K</td>
-      <td id="T_d4cea_row0_col6" class="data row0 col6" >1</td>
-      <td id="T_d4cea_row0_col7" class="data row0 col7" ><a href="latitude/commands/ood__pinecone-ood.sh"><div style="height:100%;width:100%">pinecone-ood</div></a></td>
-      <td id="T_d4cea_row0_col8" class="data row0 col8" >                76.9K</td>
+      <td id="T_5e37f_row0_col0" class="data row0 col0" >1</td>
+      <td id="T_5e37f_row0_col1" class="data row0 col1" ><a href="latitude/commands/filter__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
+      <td id="T_5e37f_row0_col2" class="data row0 col2" >               213.3K</td>
+      <td id="T_5e37f_row0_col3" class="data row0 col3" >1</td>
+      <td id="T_5e37f_row0_col4" class="data row0 col4" ><a href="latitude/commands/sparse__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
+      <td id="T_5e37f_row0_col5" class="data row0 col5" >                34.8K</td>
+      <td id="T_5e37f_row0_col6" class="data row0 col6" >1</td>
+      <td id="T_5e37f_row0_col7" class="data row0 col7" ><a href="latitude/commands/ood__pinecone-ood.sh"><div style="height:100%;width:100%">pinecone-ood</div></a></td>
+      <td id="T_5e37f_row0_col8" class="data row0 col8" >                76.9K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row1_col0" class="data row1 col0" >2</td>
-      <td id="T_d4cea_row1_col1" class="data row1 col1" ><a href="latitude/commands/filter__pinecone.sh"><div style="height:100%;width:100%">pinecone</div></a></td>
-      <td id="T_d4cea_row1_col2" class="data row1 col2" >               146.7K</td>
-      <td id="T_d4cea_row1_col3" class="data row1 col3" >2</td>
-      <td id="T_d4cea_row1_col4" class="data row1 col4" ><a href="latitude/commands/sparse__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
-      <td id="T_d4cea_row1_col5" class="data row1 col5" >                26.9K</td>
-      <td id="T_d4cea_row1_col6" class="data row1 col6" >2</td>
-      <td id="T_d4cea_row1_col7" class="data row1 col7" ><a href="latitude/commands/ood__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
-      <td id="T_d4cea_row1_col8" class="data row1 col8" >                73.5K</td>
+      <td id="T_5e37f_row1_col0" class="data row1 col0" >2</td>
+      <td id="T_5e37f_row1_col1" class="data row1 col1" ><a href="latitude/commands/filter__pinecone.sh"><div style="height:100%;width:100%">pinecone</div></a></td>
+      <td id="T_5e37f_row1_col2" class="data row1 col2" >               146.7K</td>
+      <td id="T_5e37f_row1_col3" class="data row1 col3" >2</td>
+      <td id="T_5e37f_row1_col4" class="data row1 col4" ><a href="latitude/commands/sparse__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
+      <td id="T_5e37f_row1_col5" class="data row1 col5" >                26.9K</td>
+      <td id="T_5e37f_row1_col6" class="data row1 col6" >2</td>
+      <td id="T_5e37f_row1_col7" class="data row1 col7" ><a href="latitude/commands/ood__zilliz.sh"><div style="height:100%;width:100%">zilliz</div></a></td>
+      <td id="T_5e37f_row1_col8" class="data row1 col8" >                73.5K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row2_col0" class="data row2 col0" >3</td>
-      <td id="T_d4cea_row2_col1" class="data row2 col1" ><a href="latitude/commands/filter__puck.sh"><div style="height:100%;width:100%">puck</div></a></td>
-      <td id="T_d4cea_row2_col2" class="data row2 col2" >                62.3K</td>
-      <td id="T_d4cea_row2_col3" class="data row2 col3" >3</td>
-      <td id="T_d4cea_row2_col4" class="data row2 col4" ><a href="latitude/commands/sparse__pinecone_smips.sh"><div style="height:100%;width:100%">pinecone_smips</div></a></td>
-      <td id="T_d4cea_row2_col5" class="data row2 col5" >                12.0K</td>
-      <td id="T_d4cea_row2_col6" class="data row2 col6" >3</td>
-      <td id="T_d4cea_row2_col7" class="data row2 col7" ><a href="latitude/commands/ood__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
-      <td id="T_d4cea_row2_col8" class="data row2 col8" >                55.5K</td>
+      <td id="T_5e37f_row2_col0" class="data row2 col0" >3</td>
+      <td id="T_5e37f_row2_col1" class="data row2 col1" ><a href="latitude/commands/filter__puck.sh"><div style="height:100%;width:100%">puck</div></a></td>
+      <td id="T_5e37f_row2_col2" class="data row2 col2" >                62.3K</td>
+      <td id="T_5e37f_row2_col3" class="data row2 col3" >3</td>
+      <td id="T_5e37f_row2_col4" class="data row2 col4" ><a href="latitude/commands/sparse__pinecone_smips.sh"><div style="height:100%;width:100%">pinecone_smips</div></a></td>
+      <td id="T_5e37f_row2_col5" class="data row2 col5" >                12.0K</td>
+      <td id="T_5e37f_row2_col6" class="data row2 col6" >3</td>
+      <td id="T_5e37f_row2_col7" class="data row2 col7" ><a href="latitude/commands/ood__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
+      <td id="T_5e37f_row2_col8" class="data row2 col8" >                55.5K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row3_col0" class="data row3 col0" >4</td>
-      <td id="T_d4cea_row3_col1" class="data row3 col1" ><a href="latitude/commands/filter__parlayivf.sh"><div style="height:100%;width:100%">parlayivf</div></a></td>
-      <td id="T_d4cea_row3_col2" class="data row3 col2" >                55.0K</td>
-      <td id="T_d4cea_row3_col3" class="data row3 col3" >4</td>
-      <td id="T_d4cea_row3_col4" class="data row3 col4" ><a href="latitude/commands/sparse__shnsw.sh"><div style="height:100%;width:100%">shnsw</div></a></td>
-      <td id="T_d4cea_row3_col5" class="data row3 col5" >                 8.2K</td>
-      <td id="T_d4cea_row3_col6" class="data row3 col6" >4</td>
-      <td id="T_d4cea_row3_col7" class="data row3 col7" ><a href="latitude/commands/ood__scann.sh"><div style="height:100%;width:100%">scann</div></a></td>
-      <td id="T_d4cea_row3_col8" class="data row3 col8" >                32.3K</td>
+      <td id="T_5e37f_row3_col0" class="data row3 col0" >4</td>
+      <td id="T_5e37f_row3_col1" class="data row3 col1" ><a href="latitude/commands/filter__parlayivf.sh"><div style="height:100%;width:100%">parlayivf</div></a></td>
+      <td id="T_5e37f_row3_col2" class="data row3 col2" >                55.0K</td>
+      <td id="T_5e37f_row3_col3" class="data row3 col3" >4</td>
+      <td id="T_5e37f_row3_col4" class="data row3 col4" ><a href="latitude/commands/sparse__shnsw.sh"><div style="height:100%;width:100%">shnsw</div></a></td>
+      <td id="T_5e37f_row3_col5" class="data row3 col5" >                 8.2K</td>
+      <td id="T_5e37f_row3_col6" class="data row3 col6" >4</td>
+      <td id="T_5e37f_row3_col7" class="data row3 col7" ><a href="latitude/commands/ood__scann.sh"><div style="height:100%;width:100%">scann</div></a></td>
+      <td id="T_5e37f_row3_col8" class="data row3 col8" >                32.3K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row4_col0" class="data row4 col0" >5</td>
-      <td id="T_d4cea_row4_col1" class="data row4 col1" ><a href="latitude/commands/filter__wm_filter.sh"><div style="height:100%;width:100%">wm_filter</div></a></td>
-      <td id="T_d4cea_row4_col2" class="data row4 col2" >                20.9K</td>
-      <td id="T_d4cea_row4_col3" class="data row4 col3" >5</td>
-      <td id="T_d4cea_row4_col4" class="data row4 col4" ><a href="latitude/commands/sparse__nle.sh"><div style="height:100%;width:100%">nle</div></a></td>
-      <td id="T_d4cea_row4_col5" class="data row4 col5" >                 2.9K</td>
-      <td id="T_d4cea_row4_col6" class="data row4 col6" >5</td>
-      <td id="T_d4cea_row4_col7" class="data row4 col7" ><a href="latitude/commands/ood__sustech-ood.sh"><div style="height:100%;width:100%">sustech-ood</div></a></td>
-      <td id="T_d4cea_row4_col8" class="data row4 col8" >                28.5K</td>
+      <td id="T_5e37f_row4_col0" class="data row4 col0" >5</td>
+      <td id="T_5e37f_row4_col1" class="data row4 col1" ><a href="latitude/commands/filter__wm_filter.sh"><div style="height:100%;width:100%">wm_filter</div></a></td>
+      <td id="T_5e37f_row4_col2" class="data row4 col2" >                20.9K</td>
+      <td id="T_5e37f_row4_col3" class="data row4 col3" >5</td>
+      <td id="T_5e37f_row4_col4" class="data row4 col4" ><a href="latitude/commands/sparse__nle.sh"><div style="height:100%;width:100%">nle</div></a></td>
+      <td id="T_5e37f_row4_col5" class="data row4 col5" >                 2.9K</td>
+      <td id="T_5e37f_row4_col6" class="data row4 col6" >5</td>
+      <td id="T_5e37f_row4_col7" class="data row4 col7" ><a href="latitude/commands/ood__sustech-ood.sh"><div style="height:100%;width:100%">sustech-ood</div></a></td>
+      <td id="T_5e37f_row4_col8" class="data row4 col8" >                28.5K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row5_col0" class="data row5 col0" >6</td>
-      <td id="T_d4cea_row5_col1" class="data row5 col1" ><a href="latitude/commands/filter__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
-      <td id="T_d4cea_row5_col2" class="data row5 col2" >                 9.0K</td>
-      <td id="T_d4cea_row5_col3" class="data row5 col3" >6</td>
-      <td id="T_d4cea_row5_col4" class="data row5 col4" ><a href="latitude/commands/sparse__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
-      <td id="T_d4cea_row5_col5" class="data row5 col5" >                 0.1K</td>
-      <td id="T_d4cea_row5_col6" class="data row5 col6" >6</td>
-      <td id="T_d4cea_row5_col7" class="data row5 col7" ><a href="latitude/commands/ood__mysteryann-dif.sh"><div style="height:100%;width:100%">mysteryann-dif</div></a></td>
-      <td id="T_d4cea_row5_col8" class="data row5 col8" >                27.9K</td>
+      <td id="T_5e37f_row5_col0" class="data row5 col0" >6</td>
+      <td id="T_5e37f_row5_col1" class="data row5 col1" ><a href="latitude/commands/filter__pyanns.sh"><div style="height:100%;width:100%">pyanns</div></a></td>
+      <td id="T_5e37f_row5_col2" class="data row5 col2" >                 9.0K</td>
+      <td id="T_5e37f_row5_col3" class="data row5 col3" >6</td>
+      <td id="T_5e37f_row5_col4" class="data row5 col4" ><a href="latitude/commands/sparse__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
+      <td id="T_5e37f_row5_col5" class="data row5 col5" >                 0.1K</td>
+      <td id="T_5e37f_row5_col6" class="data row5 col6" >6</td>
+      <td id="T_5e37f_row5_col7" class="data row5 col7" ><a href="latitude/commands/ood__mysteryann-dif.sh"><div style="height:100%;width:100%">mysteryann-dif</div></a></td>
+      <td id="T_5e37f_row5_col8" class="data row5 col8" >                27.9K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row6_col0" class="data row6 col0" >7</td>
-      <td id="T_d4cea_row6_col1" class="data row6 col1" ><a href="latitude/commands/filter__faissplus.sh"><div style="height:100%;width:100%">faissplus</div></a></td>
-      <td id="T_d4cea_row6_col2" class="data row6 col2" >                 8.5K</td>
-      <td id="T_d4cea_row6_col3" class="data row6 col3" >7</td>
-      <td id="T_d4cea_row6_col4" class="data row6 col4" ><a href="latitude/commands/sparse__linscan.sh"><div style="height:100%;width:100%">linscan</div></a></td>
-      <td id="T_d4cea_row6_col5" class="data row6 col5" >                 0.1K</td>
-      <td id="T_d4cea_row6_col6" class="data row6 col6" >7</td>
-      <td id="T_d4cea_row6_col7" class="data row6 col7" ><a href="latitude/commands/ood__mysteryann.sh"><div style="height:100%;width:100%">mysteryann</div></a></td>
-      <td id="T_d4cea_row6_col8" class="data row6 col8" >                26.6K</td>
+      <td id="T_5e37f_row6_col0" class="data row6 col0" >7</td>
+      <td id="T_5e37f_row6_col1" class="data row6 col1" ><a href="latitude/commands/filter__faissplus.sh"><div style="height:100%;width:100%">faissplus</div></a></td>
+      <td id="T_5e37f_row6_col2" class="data row6 col2" >                 8.5K</td>
+      <td id="T_5e37f_row6_col3" class="data row6 col3" >7</td>
+      <td id="T_5e37f_row6_col4" class="data row6 col4" ><a href="latitude/commands/sparse__linscan.sh"><div style="height:100%;width:100%">linscan</div></a></td>
+      <td id="T_5e37f_row6_col5" class="data row6 col5" >                 0.1K</td>
+      <td id="T_5e37f_row6_col6" class="data row6 col6" >7</td>
+      <td id="T_5e37f_row6_col7" class="data row6 col7" ><a href="latitude/commands/ood__mysteryann.sh"><div style="height:100%;width:100%">mysteryann</div></a></td>
+      <td id="T_5e37f_row6_col8" class="data row6 col8" >                26.6K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row7_col0" class="data row7 col0" >8</td>
-      <td id="T_d4cea_row7_col1" class="data row7 col1" ><a href="latitude/commands/filter__faiss.sh"><div style="height:100%;width:100%">faiss</div></a></td>
-      <td id="T_d4cea_row7_col2" class="data row7 col2" >                 7.3K</td>
-      <td id="T_d4cea_row7_col3" class="data row7 col3" ><NA></td>
-      <td id="T_d4cea_row7_col4" class="data row7 col4" ><a href="latitude/errors/sparse__sustech-whu.txt"><div style="height:100%;width:100%">sustech-whu</div></a></td>
-      <td id="T_d4cea_row7_col5" class="data row7 col5" ></td>
-      <td id="T_d4cea_row7_col6" class="data row7 col6" >8</td>
-      <td id="T_d4cea_row7_col7" class="data row7 col7" ><a href="latitude/commands/ood__vamana.sh"><div style="height:100%;width:100%">vamana</div></a></td>
-      <td id="T_d4cea_row7_col8" class="data row7 col8" >                20.0K</td>
+      <td id="T_5e37f_row7_col0" class="data row7 col0" >8</td>
+      <td id="T_5e37f_row7_col1" class="data row7 col1" ><a href="latitude/commands/filter__faiss.sh"><div style="height:100%;width:100%">faiss</div></a></td>
+      <td id="T_5e37f_row7_col2" class="data row7 col2" >                 7.3K</td>
+      <td id="T_5e37f_row7_col3" class="data row7 col3" ><NA></td>
+      <td id="T_5e37f_row7_col4" class="data row7 col4" ><a href="latitude/errors/sparse__spmat.txt"><div style="height:100%;width:100%">spmat</div></a></td>
+      <td id="T_5e37f_row7_col5" class="data row7 col5" ></td>
+      <td id="T_5e37f_row7_col6" class="data row7 col6" >8</td>
+      <td id="T_5e37f_row7_col7" class="data row7 col7" ><a href="latitude/commands/ood__vamana.sh"><div style="height:100%;width:100%">vamana</div></a></td>
+      <td id="T_5e37f_row7_col8" class="data row7 col8" >                20.0K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row8_col0" class="data row8 col0" >9</td>
-      <td id="T_d4cea_row8_col1" class="data row8 col1" ><a href="latitude/commands/filter__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
-      <td id="T_d4cea_row8_col2" class="data row8 col2" >                 6.3K</td>
-      <td id="T_d4cea_row8_col3" class="data row8 col3" ><NA></td>
-      <td id="T_d4cea_row8_col4" class="data row8 col4" ><a href="latitude/errors/sparse__spmat.txt"><div style="height:100%;width:100%">spmat</div></a></td>
-      <td id="T_d4cea_row8_col5" class="data row8 col5" ></td>
-      <td id="T_d4cea_row8_col6" class="data row8 col6" >9</td>
-      <td id="T_d4cea_row8_col7" class="data row8 col7" ><a href="latitude/commands/ood__puck.sh"><div style="height:100%;width:100%">puck</div></a></td>
-      <td id="T_d4cea_row8_col8" class="data row8 col8" >                19.0K</td>
+      <td id="T_5e37f_row8_col0" class="data row8 col0" >9</td>
+      <td id="T_5e37f_row8_col1" class="data row8 col1" ><a href="latitude/commands/filter__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
+      <td id="T_5e37f_row8_col2" class="data row8 col2" >                 6.3K</td>
+      <td id="T_5e37f_row8_col3" class="data row8 col3" ><NA></td>
+      <td id="T_5e37f_row8_col4" class="data row8 col4" ><a href="latitude/errors/sparse__sustech-whu.txt"><div style="height:100%;width:100%">sustech-whu</div></a></td>
+      <td id="T_5e37f_row8_col5" class="data row8 col5" ></td>
+      <td id="T_5e37f_row8_col6" class="data row8 col6" >9</td>
+      <td id="T_5e37f_row8_col7" class="data row8 col7" ><a href="latitude/commands/ood__puck.sh"><div style="height:100%;width:100%">puck</div></a></td>
+      <td id="T_5e37f_row8_col8" class="data row8 col8" >                19.0K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row9_col0" class="data row9 col0" ><NA></td>
-      <td id="T_d4cea_row9_col1" class="data row9 col1" ><a href="latitude/errors/filter__dhq.txt"><div style="height:100%;width:100%">dhq</div></a></td>
-      <td id="T_d4cea_row9_col2" class="data row9 col2" ></td>
-      <td id="T_d4cea_row9_col3" class="data row9 col3" ><NA></td>
-      <td id="T_d4cea_row9_col4" class="data row9 col4" ></td>
-      <td id="T_d4cea_row9_col5" class="data row9 col5" ></td>
-      <td id="T_d4cea_row9_col6" class="data row9 col6" >10</td>
-      <td id="T_d4cea_row9_col7" class="data row9 col7" ><a href="latitude/commands/ood__ngt.sh"><div style="height:100%;width:100%">ngt</div></a></td>
-      <td id="T_d4cea_row9_col8" class="data row9 col8" >                11.9K</td>
+      <td id="T_5e37f_row9_col0" class="data row9 col0" ><NA></td>
+      <td id="T_5e37f_row9_col1" class="data row9 col1" ><a href="latitude/errors/filter__fdufilterdiskann.txt"><div style="height:100%;width:100%">fdufilterdiskann</div></a></td>
+      <td id="T_5e37f_row9_col2" class="data row9 col2" ></td>
+      <td id="T_5e37f_row9_col3" class="data row9 col3" ><NA></td>
+      <td id="T_5e37f_row9_col4" class="data row9 col4" ></td>
+      <td id="T_5e37f_row9_col5" class="data row9 col5" ></td>
+      <td id="T_5e37f_row9_col6" class="data row9 col6" >10</td>
+      <td id="T_5e37f_row9_col7" class="data row9 col7" ><a href="latitude/commands/ood__ngt.sh"><div style="height:100%;width:100%">ngt</div></a></td>
+      <td id="T_5e37f_row9_col8" class="data row9 col8" >                11.9K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row10_col0" class="data row10 col0" ><NA></td>
-      <td id="T_d4cea_row10_col1" class="data row10 col1" ><a href="latitude/errors/filter__hwtl_sdu_anns_filter.txt"><div style="height:100%;width:100%">hwtl_sdu_anns_filter</div></a></td>
-      <td id="T_d4cea_row10_col2" class="data row10 col2" ></td>
-      <td id="T_d4cea_row10_col3" class="data row10 col3" ><NA></td>
-      <td id="T_d4cea_row10_col4" class="data row10 col4" ></td>
-      <td id="T_d4cea_row10_col5" class="data row10 col5" ></td>
-      <td id="T_d4cea_row10_col6" class="data row10 col6" >11</td>
-      <td id="T_d4cea_row10_col7" class="data row10 col7" ><a href="latitude/commands/ood__epsearch.sh"><div style="height:100%;width:100%">epsearch</div></a></td>
-      <td id="T_d4cea_row10_col8" class="data row10 col8" >                 7.7K</td>
+      <td id="T_5e37f_row10_col0" class="data row10 col0" ><NA></td>
+      <td id="T_5e37f_row10_col1" class="data row10 col1" ><a href="latitude/errors/filter__hwtl_sdu_anns_filter.txt"><div style="height:100%;width:100%">hwtl_sdu_anns_filter</div></a></td>
+      <td id="T_5e37f_row10_col2" class="data row10 col2" ></td>
+      <td id="T_5e37f_row10_col3" class="data row10 col3" ><NA></td>
+      <td id="T_5e37f_row10_col4" class="data row10 col4" ></td>
+      <td id="T_5e37f_row10_col5" class="data row10 col5" ></td>
+      <td id="T_5e37f_row10_col6" class="data row10 col6" >11</td>
+      <td id="T_5e37f_row10_col7" class="data row10 col7" ><a href="latitude/commands/ood__epsearch.sh"><div style="height:100%;width:100%">epsearch</div></a></td>
+      <td id="T_5e37f_row10_col8" class="data row10 col8" >                 7.7K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row11_col0" class="data row11 col0" ><NA></td>
-      <td id="T_d4cea_row11_col1" class="data row11 col1" ><a href="latitude/errors/filter__fdufilterdiskann.txt"><div style="height:100%;width:100%">fdufilterdiskann</div></a></td>
-      <td id="T_d4cea_row11_col2" class="data row11 col2" ></td>
-      <td id="T_d4cea_row11_col3" class="data row11 col3" ><NA></td>
-      <td id="T_d4cea_row11_col4" class="data row11 col4" ></td>
-      <td id="T_d4cea_row11_col5" class="data row11 col5" ></td>
-      <td id="T_d4cea_row11_col6" class="data row11 col6" >12</td>
-      <td id="T_d4cea_row11_col7" class="data row11 col7" ><a href="latitude/commands/ood__diskann.sh"><div style="height:100%;width:100%">diskann</div></a></td>
-      <td id="T_d4cea_row11_col8" class="data row11 col8" >                 6.4K</td>
+      <td id="T_5e37f_row11_col0" class="data row11 col0" ><NA></td>
+      <td id="T_5e37f_row11_col1" class="data row11 col1" ><a href="latitude/errors/filter__dhq.txt"><div style="height:100%;width:100%">dhq</div></a></td>
+      <td id="T_5e37f_row11_col2" class="data row11 col2" ></td>
+      <td id="T_5e37f_row11_col3" class="data row11 col3" ><NA></td>
+      <td id="T_5e37f_row11_col4" class="data row11 col4" ></td>
+      <td id="T_5e37f_row11_col5" class="data row11 col5" ></td>
+      <td id="T_5e37f_row11_col6" class="data row11 col6" >12</td>
+      <td id="T_5e37f_row11_col7" class="data row11 col7" ><a href="latitude/commands/ood__diskann.sh"><div style="height:100%;width:100%">diskann</div></a></td>
+      <td id="T_5e37f_row11_col8" class="data row11 col8" >                 6.4K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row12_col0" class="data row12 col0" ><NA></td>
-      <td id="T_d4cea_row12_col1" class="data row12 col1" ></td>
-      <td id="T_d4cea_row12_col2" class="data row12 col2" ></td>
-      <td id="T_d4cea_row12_col3" class="data row12 col3" ><NA></td>
-      <td id="T_d4cea_row12_col4" class="data row12 col4" ></td>
-      <td id="T_d4cea_row12_col5" class="data row12 col5" ></td>
-      <td id="T_d4cea_row12_col6" class="data row12 col6" >13</td>
-      <td id="T_d4cea_row12_col7" class="data row12 col7" ><a href="latitude/commands/ood__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
-      <td id="T_d4cea_row12_col8" class="data row12 col8" >                 5.4K</td>
+      <td id="T_5e37f_row12_col0" class="data row12 col0" ><NA></td>
+      <td id="T_5e37f_row12_col1" class="data row12 col1" ></td>
+      <td id="T_5e37f_row12_col2" class="data row12 col2" ></td>
+      <td id="T_5e37f_row12_col3" class="data row12 col3" ><NA></td>
+      <td id="T_5e37f_row12_col4" class="data row12 col4" ></td>
+      <td id="T_5e37f_row12_col5" class="data row12 col5" ></td>
+      <td id="T_5e37f_row12_col6" class="data row12 col6" >13</td>
+      <td id="T_5e37f_row12_col7" class="data row12 col7" ><a href="latitude/commands/ood__cufe.sh"><div style="height:100%;width:100%">cufe</div></a></td>
+      <td id="T_5e37f_row12_col8" class="data row12 col8" >                 5.4K</td>
     </tr>
     <tr>
-      <td id="T_d4cea_row13_col0" class="data row13 col0" ><NA></td>
-      <td id="T_d4cea_row13_col1" class="data row13 col1" ></td>
-      <td id="T_d4cea_row13_col2" class="data row13 col2" ></td>
-      <td id="T_d4cea_row13_col3" class="data row13 col3" ><NA></td>
-      <td id="T_d4cea_row13_col4" class="data row13 col4" ></td>
-      <td id="T_d4cea_row13_col5" class="data row13 col5" ></td>
-      <td id="T_d4cea_row13_col6" class="data row13 col6" ><NA></td>
-      <td id="T_d4cea_row13_col7" class="data row13 col7" ><a href="latitude/errors/ood__puck-fizz.txt"><div style="height:100%;width:100%">puck-fizz</div></a></td>
-      <td id="T_d4cea_row13_col8" class="data row13 col8" ></td>
+      <td id="T_5e37f_row13_col0" class="data row13 col0" ><NA></td>
+      <td id="T_5e37f_row13_col1" class="data row13 col1" ></td>
+      <td id="T_5e37f_row13_col2" class="data row13 col2" ></td>
+      <td id="T_5e37f_row13_col3" class="data row13 col3" ><NA></td>
+      <td id="T_5e37f_row13_col4" class="data row13 col4" ></td>
+      <td id="T_5e37f_row13_col5" class="data row13 col5" ></td>
+      <td id="T_5e37f_row13_col6" class="data row13 col6" ><NA></td>
+      <td id="T_5e37f_row13_col7" class="data row13 col7" ><a href="latitude/errors/ood__puck-fizz.txt"><div style="height:100%;width:100%">puck-fizz</div></a></td>
+      <td id="T_5e37f_row13_col8" class="data row13 col8" ></td>
     </tr>
   </tbody>
 </table>
@@ -235,8 +235,6 @@ The full data export CSV file can be found [here.](latitude/data_export_m4-metal
 
 This section shows the steps you can use to reproduce the results shown above, from scratch.
 
-A few algorithms did not complete and those errors are shown.
-
 ### System Preparation
 
 * Signup for/sign into your Latitude account 
diff --git a/neurips23/latitude/_latitude-m4-metal-medium.md b/neurips23/latitude/_latitude-m4-metal-medium.md
index 7bf8d053..ab29e3ba 100644
--- a/neurips23/latitude/_latitude-m4-metal-medium.md
+++ b/neurips23/latitude/_latitude-m4-metal-medium.md
@@ -58,8 +58,6 @@ The full data export CSV file can be found [here.](latitude/data_export_m4-metal
 
 This section shows the steps you can use to reproduce the results shown above, from scratch.
 
-A few algorithms did not complete and those errors are shown.
-
 ### System Preparation
 
 * Signup for/sign into your Latitude account