Push dev branch build

docs/contents/contributors.html

@@ -705,6 +705,9 @@ <h1 class="title">Contributors</h1>
 <a href="https://github.com/kai4avaya"><img src="https://avatars.githubusercontent.com/kai4avaya?s=100" width="100px;" alt="Kleinbard"><br><sub><b>Kleinbard</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
+<a href="https://github.com/mpstewart1"><img src="https://avatars.githubusercontent.com/mpstewart1?s=100" width="100px;" alt="Matthew Stewart"><br><sub><b>Matthew Stewart</b></sub></a><br>
+</td>
+<td align="center" valign="top" width="20%">
 <a href="https://github.com/JaredP94"><img src="https://avatars.githubusercontent.com/JaredP94?s=100" width="100px;" alt="Jared Ping"><br><sub><b>Jared Ping</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
@@ -713,25 +716,22 @@ <h1 class="title">Contributors</h1>
 <td align="center" valign="top" width="20%">
 <a href="https://github.com/ishapira1"><img src="https://avatars.githubusercontent.com/ishapira1?s=100" width="100px;" alt="ishapira"><br><sub><b>ishapira</b></sub></a><br>
 </td>
-<td align="center" valign="top" width="20%">
-<a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/8863743b4f26c1a20e730fcf7ebc3bc0?d=identicon&amp;s=100?s=100" width="100px;" alt="Maximilian Lam"><br><sub><b>Maximilian Lam</b></sub></a><br>
-</td>
 </tr>
 <tr>
 <td align="center" valign="top" width="20%">
 <a href="https://github.com/Mjrovai"><img src="https://avatars.githubusercontent.com/Mjrovai?s=100" width="100px;" alt="Marcelo Rovai"><br><sub><b>Marcelo Rovai</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/jaysonzlin"><img src="https://avatars.githubusercontent.com/jaysonzlin?s=100" width="100px;" alt="Jayson Lin"><br><sub><b>Jayson Lin</b></sub></a><br>
+<a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/8863743b4f26c1a20e730fcf7ebc3bc0?d=identicon&amp;s=100?s=100" width="100px;" alt="Maximilian Lam"><br><sub><b>Maximilian Lam</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/mpstewart1"><img src="https://avatars.githubusercontent.com/mpstewart1?s=100" width="100px;" alt="Matthew Stewart"><br><sub><b>Matthew Stewart</b></sub></a><br>
+<a href="https://github.com/jaysonzlin"><img src="https://avatars.githubusercontent.com/jaysonzlin?s=100" width="100px;" alt="Jayson Lin"><br><sub><b>Jayson Lin</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/18jeffreyma"><img src="https://avatars.githubusercontent.com/18jeffreyma?s=100" width="100px;" alt="Jeffrey Ma"><br><sub><b>Jeffrey Ma</b></sub></a><br>
+<a href="https://github.com/sophiacho1"><img src="https://avatars.githubusercontent.com/sophiacho1?s=100" width="100px;" alt="Sophia Cho"><br><sub><b>Sophia Cho</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
-<a href="https://github.com/sophiacho1"><img src="https://avatars.githubusercontent.com/sophiacho1?s=100" width="100px;" alt="Sophia Cho"><br><sub><b>Sophia Cho</b></sub></a><br>
+<a href="https://github.com/18jeffreyma"><img src="https://avatars.githubusercontent.com/18jeffreyma?s=100" width="100px;" alt="Jeffrey Ma"><br><sub><b>Jeffrey Ma</b></sub></a><br>
 </td>
 </tr>
 <tr>
@@ -756,9 +756,15 @@ <h1 class="title">Contributors</h1>
 <a href="https://github.com/aptl26"><img src="https://avatars.githubusercontent.com/aptl26?s=100" width="100px;" alt="Aghyad Deeb"><br><sub><b>Aghyad Deeb</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
+<a href="https://github.com/ma3mool"><img src="https://avatars.githubusercontent.com/ma3mool?s=100" width="100px;" alt="Abdulrahman Mahmoud"><br><sub><b>Abdulrahman Mahmoud</b></sub></a><br>
+</td>
+<td align="center" valign="top" width="20%">
 <a href="https://github.com/harvard-edge/cs249r_book/graphs/contributors"><img src="https://www.gravatar.com/avatar/1439f56088ae6ed2a84066d1396e3027?d=identicon&amp;s=100?s=100" width="100px;" alt="Aghyad Deeb"><br><sub><b>Aghyad Deeb</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
+<a href="https://github.com/arnaumarin"><img src="https://avatars.githubusercontent.com/arnaumarin?s=100" width="100px;" alt="arnaumarin"><br><sub><b>arnaumarin</b></sub></a><br>
+</td>
+<td align="center" valign="top" width="20%">
 <a href="https://github.com/DivyaAmirtharaj"><img src="https://avatars.githubusercontent.com/DivyaAmirtharaj?s=100" width="100px;" alt="Divya"><br><sub><b>Divya</b></sub></a><br>
 </td>
 <td align="center" valign="top" width="20%">
@@ -784,6 +790,9 @@ <h1 class="title">Contributors</h1>
 <td align="center" valign="top" width="20%">
 <a href="https://github.com/ELSuitorHarvard"><img src="https://avatars.githubusercontent.com/ELSuitorHarvard?s=100" width="100px;" alt="ELSuitorHarvard"><br><sub><b>ELSuitorHarvard</b></sub></a><br>
 </td>
+<td align="center" valign="top" width="20%">
+<a href="https://github.com/jared-ni"><img src="https://avatars.githubusercontent.com/jared-ni?s=100" width="100px;" alt="Jared Ni"><br><sub><b>Jared Ni</b></sub></a><br>
+</td>
 </tr>
 <tr>
 <td align="center" valign="top" width="20%">

docs/references.html

@@ -803,6 +803,12 @@ <h1 class="title">References</h1>
 Conference on Innovation and Intelligence for Informatics, Computing,
 and Technologies (3ICT)</em>, 338–43. IEEE; IEEE. <a href="https://doi.org/10.1109/3ict56508.2022.9990661">https://doi.org/10.1109/3ict56508.2022.9990661</a>.
 </div>
+<div id="ref-banbury2021mlperf" class="csl-entry" role="listitem">
+Banbury, Colby, Vijay Janapa Reddi, Peter Torelli, Nat Jeffries, Csaba
+Kiraly, Jeremy Holleman, Pietro Montino, et al. 2021. <span>“MLPerf Tiny
+Benchmark.”</span> In <em>Thirty-Fifth Conference on Neural Information
+Processing Systems Datasets and Benchmarks Track (Round 1)</em>.
+</div>
 <div id="ref-bank2023autoencoders" class="csl-entry" role="listitem">
 Bank, Dor, Noam Koenigstein, and Raja Giryes. 2023.
 <span>“Autoencoders.”</span> <em>Machine Learning for Data Science
@@ -873,6 +879,11 @@ <h1 class="title">References</h1>
 ACM/IEEE International Symposium on Low Power Electronics and
 Design</em>, 145–50. ACM. <a href="https://doi.org/10.1145/3370748.3406564">https://doi.org/10.1145/3370748.3406564</a>.
 </div>
+<div id="ref-bianco2018benchmark" class="csl-entry" role="listitem">
+Bianco, Simone, Remi Cadene, Luigi Celona, and Paolo Napoletano. 2018.
+<span>“Benchmark Analysis of Representative Deep Neural Network
+Architectures.”</span> <em>IEEE Access</em> 6: 64270–77.
+</div>
 <div id="ref-Biega2020Oper" class="csl-entry" role="listitem">
 Biega, Asia J., Peter Potash, Hal Daumé, Fernando Diaz, and Michèle
 Finck. 2020. <span>“Operationalizing the Legal Principle of Data