From 5cf7bb7091b8e7d31e773dde847b634a7c3f2a90 Mon Sep 17 00:00:00 2001
From: jy <jungyeonlee@g.skku.edu>
Date: Sun, 3 Mar 2024 23:48:10 +0900
Subject: [PATCH] update: lab02

---
 docs/index.html            | 20 ++++++++++----------
 docs/posts/labs/lab02.html |  4 ++--
 docs/posts/lecs/lec05.html |  8 ++++----
 docs/search.json           |  2 +-
 posts/labs/lab02.ipynb     |  3 ++-
 posts/lecs/lec05.qmd       |  4 ++--
 6 files changed, 21 insertions(+), 20 deletions(-)

diff --git a/docs/index.html b/docs/index.html
index 9872cb9..f9eba3f 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -186,7 +186,7 @@ <h1 class="title">Study Archive</h1>
 <!-- margin-sidebar -->
     <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
         
-    <h5 class="quarto-listing-category-title">Categories</h5><div class="quarto-listing-category category-default"><div class="category" data-category="">All <span class="quarto-category-count">(5)</span></div><div class="category" data-category="EdgeAI">EdgeAI <span class="quarto-category-count">(1)</span></div><div class="category" data-category="TinyML">TinyML <span class="quarto-category-count">(1)</span></div><div class="category" data-category="basic">basic <span class="quarto-category-count">(1)</span></div><div class="category" data-category="kmeans">kmeans <span class="quarto-category-count">(1)</span></div><div class="category" data-category="lab">lab <span class="quarto-category-count">(2)</span></div><div class="category" data-category="lecture">lecture <span class="quarto-category-count">(2)</span></div><div class="category" data-category="linear">linear <span class="quarto-category-count">(1)</span></div><div class="category" data-category="pruning">pruning <span class="quarto-category-count">(2)</span></div><div class="category" data-category="pytorch">pytorch <span class="quarto-category-count">(1)</span></div><div class="category" data-category="quantization">quantization <span class="quarto-category-count">(1)</span></div></div></div>
+    <h5 class="quarto-listing-category-title">Categories</h5><div class="quarto-listing-category category-default"><div class="category" data-category="">All <span class="quarto-category-count">(5)</span></div><div class="category" data-category="basic">basic <span class="quarto-category-count">(1)</span></div><div class="category" data-category="kmeans">kmeans <span class="quarto-category-count">(1)</span></div><div class="category" data-category="lab">lab <span class="quarto-category-count">(2)</span></div><div class="category" data-category="lecture">lecture <span class="quarto-category-count">(3)</span></div><div class="category" data-category="linear">linear <span class="quarto-category-count">(1)</span></div><div class="category" data-category="pruning">pruning <span class="quarto-category-count">(2)</span></div><div class="category" data-category="pytorch">pytorch <span class="quarto-category-count">(1)</span></div><div class="category" data-category="quantization">quantization <span class="quarto-category-count">(2)</span></div></div></div>
 <!-- main -->
 <main class="content quarto-banner-title-block column-page-left" id="quarto-document-content">
 
@@ -205,10 +205,10 @@ <h5 class="quarto-listing-category-title">Categories</h5><div class="quarto-list
 
 <div class="quarto-listing quarto-listing-container-default" id="listing-listing">
 <div class="list quarto-listing-default">
-<div class="quarto-post image-right" data-index="0" data-categories="lab,quantization,linear,kmeans" data-listing-date-sort="1709650800000" data-listing-file-modified-sort="1709476802063" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="11" data-listing-word-count-sort="2182">
+<div class="quarto-post image-right" data-index="0" data-categories="lab,quantization,linear,kmeans" data-listing-date-sort="1709650800000" data-listing-file-modified-sort="1709477179403" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="11" data-listing-word-count-sort="2182">
 <div class="thumbnail">
 <p><a href="./posts/labs/lab02.html" class="no-external"></a></p><a href="./posts/labs/lab02.html" class="no-external">
-<div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
+<p><img src="./images/lab02/kmeans.png" class="thumbnail-image"></p>
 </a><p><a href="./posts/labs/lab02.html" class="no-external"></a></p>
 </div>
 <div class="body">
@@ -233,7 +233,7 @@ <h3 class="no-anchor listing-title">
 </div>
 </div>
 <div class="listing-description">
-<a href="./posts/labs/lab02.html" class="no-external">PyTorch Tutorial</a>
+<a href="./posts/labs/lab02.html" class="no-external">K-means &amp; Linear Quantization</a>
 </div>
 </div>
 <div class="metadata">
@@ -247,7 +247,7 @@ <h3 class="no-anchor listing-title">
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="1" data-categories="TinyML,EdgeAI" data-listing-date-sort="1709564400000" data-listing-file-modified-sort="1709475833671" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="24" data-listing-word-count-sort="4620">
+<div class="quarto-post image-right" data-index="1" data-categories="lecture,quantization" data-listing-date-sort="1709564400000" data-listing-file-modified-sort="1709477231987" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="24" data-listing-word-count-sort="4620">
 <div class="thumbnail">
 <p><a href="./posts/lecs/lec05.html" class="no-external"></a></p><a href="./posts/lecs/lec05.html" class="no-external">
 <p class="card-img-top"><img src="images/lec05/1/intro.png"  class="thumbnail-image card-img"/></p>
@@ -261,11 +261,11 @@ <h3 class="no-anchor listing-title">
 <a href="./posts/lecs/lec05.html" class="no-external"></a>
 </div>
 <div class="listing-categories">
-<div class="listing-category" onclick="window.quartoListingCategory('TinyML'); return false;">
-TinyML
+<div class="listing-category" onclick="window.quartoListingCategory('lecture'); return false;">
+lecture
 </div>
-<div class="listing-category" onclick="window.quartoListingCategory('EdgeAI'); return false;">
-EdgeAI
+<div class="listing-category" onclick="window.quartoListingCategory('quantization'); return false;">
+quantization
 </div>
 </div>
 <div class="listing-description">
@@ -278,7 +278,7 @@ <h3 class="no-anchor listing-title">
 Mar 5, 2024
 </div>
 <div class="listing-author">
-Seunghyun Oh(ooshyun)
+Seunghyun Oh
 </div>
 </a>
 </div>
diff --git a/docs/posts/labs/lab02.html b/docs/posts/labs/lab02.html
index 2057af8..1495098 100644
--- a/docs/posts/labs/lab02.html
+++ b/docs/posts/labs/lab02.html
@@ -8,7 +8,7 @@
 
 <meta name="author" content="Jung Yeon Lee">
 <meta name="dcterms.date" content="2024-03-06">
-<meta name="description" content="PyTorch Tutorial">
+<meta name="description" content="K-means &amp; Linear Quantization">
 
 <title>TinyML KOR - 👩‍💻 Lab 2</title>
 <style>
@@ -259,7 +259,7 @@ <h1 class="title">👩‍💻 Lab 2</h1>
 
 <div>
   <div class="description">
-    PyTorch Tutorial
+    K-means &amp; Linear Quantization
   </div>
 </div>
 
diff --git a/docs/posts/lecs/lec05.html b/docs/posts/lecs/lec05.html
index 5218750..8ceac53 100644
--- a/docs/posts/lecs/lec05.html
+++ b/docs/posts/lecs/lec05.html
@@ -6,7 +6,7 @@
 
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
-<meta name="author" content="Seunghyun Oh(ooshyun)">
+<meta name="author" content="Seunghyun Oh">
 <meta name="dcterms.date" content="2024-03-05">
 <meta name="description" content="Quantization">
 
@@ -199,8 +199,8 @@ <h2 id="toc-title">On this page</h2>
 <div class="quarto-title">
 <h1 class="title">🧑‍🏫 Lecture 5-6</h1>
   <div class="quarto-categories">
-    <div class="quarto-category">TinyML</div>
-    <div class="quarto-category">EdgeAI</div>
+    <div class="quarto-category">lecture</div>
+    <div class="quarto-category">quantization</div>
   </div>
   </div>
 
@@ -216,7 +216,7 @@ <h1 class="title">🧑‍🏫 Lecture 5-6</h1>
     <div>
     <div class="quarto-title-meta-heading">Author</div>
     <div class="quarto-title-meta-contents">
-             <p>Seunghyun Oh(ooshyun) </p>
+             <p>Seunghyun Oh </p>
           </div>
   </div>
     
diff --git a/docs/search.json b/docs/search.json
index 4ec9fb2..07b027f 100644
--- a/docs/search.json
+++ b/docs/search.json
@@ -4,7 +4,7 @@
     "href": "index.html",
     "title": "Study Archive",
     "section": "",
-    "text": "스터디 자료와 관련해서 어떤 토의나 의견 모두 감사합니다! Github Discussion에 글을 남겨주셔도 좋고 각 포스팅 하단에 있는 Giscus 댓글창에 코멘트들을 남겨주시면 됩니다.\nWelcome to any comments or opinions on our content! You can leave messages using the direct Discussion or the Giscus window on each post.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n👩‍💻 Lab 2\n\n\n\n\n\n\nlab\n\n\nquantization\n\n\nlinear\n\n\nkmeans\n\n\n\nPyTorch Tutorial\n\n\n\n\n\nMar 6, 2024\n\n\nJung Yeon Lee\n\n\n\n\n\n\n\n\n\n\n\n\n🧑‍🏫 Lecture 5-6\n\n\n\n\n\n\nTinyML\n\n\nEdgeAI\n\n\n\nQuantization\n\n\n\n\n\nMar 5, 2024\n\n\nSeunghyun Oh(ooshyun)\n\n\n\n\n\n\n\n\n\n\n\n\n🧑‍🏫 Lecture 4\n\n\n\n\n\n\npruning\n\n\nlecture\n\n\n\nPruning and Sparsity (Part II)\n\n\n\n\n\nFeb 18, 2024\n\n\nJung Yeon Lee\n\n\n\n\n\n\n\n\n\n\n\n\n🧑‍🏫 Lecture 3\n\n\n\n\n\n\npruning\n\n\nlecture\n\n\n\nPruning and Sparsity (Part I)\n\n\n\n\n\nJan 28, 2024\n\n\nSeunghyun Oh\n\n\n\n\n\n\n\n\n\n\n\n\n👩‍💻 Lab 0\n\n\n\n\n\n\nlab\n\n\npytorch\n\n\nbasic\n\n\n\nPyTorch Tutorial\n\n\n\n\n\nJan 11, 2024\n\n\nJung Yeon Lee\n\n\n\n\n\n\nNo matching items"
+    "text": "스터디 자료와 관련해서 어떤 토의나 의견 모두 감사합니다! Github Discussion에 글을 남겨주셔도 좋고 각 포스팅 하단에 있는 Giscus 댓글창에 코멘트들을 남겨주시면 됩니다.\nWelcome to any comments or opinions on our content! You can leave messages using the direct Discussion or the Giscus window on each post.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n👩‍💻 Lab 2\n\n\n\n\n\n\nlab\n\n\nquantization\n\n\nlinear\n\n\nkmeans\n\n\n\nK-means & Linear Quantization\n\n\n\n\n\nMar 6, 2024\n\n\nJung Yeon Lee\n\n\n\n\n\n\n\n\n\n\n\n\n🧑‍🏫 Lecture 5-6\n\n\n\n\n\n\nlecture\n\n\nquantization\n\n\n\nQuantization\n\n\n\n\n\nMar 5, 2024\n\n\nSeunghyun Oh\n\n\n\n\n\n\n\n\n\n\n\n\n🧑‍🏫 Lecture 4\n\n\n\n\n\n\npruning\n\n\nlecture\n\n\n\nPruning and Sparsity (Part II)\n\n\n\n\n\nFeb 18, 2024\n\n\nJung Yeon Lee\n\n\n\n\n\n\n\n\n\n\n\n\n🧑‍🏫 Lecture 3\n\n\n\n\n\n\npruning\n\n\nlecture\n\n\n\nPruning and Sparsity (Part I)\n\n\n\n\n\nJan 28, 2024\n\n\nSeunghyun Oh\n\n\n\n\n\n\n\n\n\n\n\n\n👩‍💻 Lab 0\n\n\n\n\n\n\nlab\n\n\npytorch\n\n\nbasic\n\n\n\nPyTorch Tutorial\n\n\n\n\n\nJan 11, 2024\n\n\nJung Yeon Lee\n\n\n\n\n\n\nNo matching items"
   },
   {
     "objectID": "posts/lecs/lec03.html",
diff --git a/posts/labs/lab02.ipynb b/posts/labs/lab02.ipynb
index 63be2a9..de0e865 100644
--- a/posts/labs/lab02.ipynb
+++ b/posts/labs/lab02.ipynb
@@ -9,10 +9,11 @@
         "---\n",
         "title: 👩‍💻 Lab 2\n",
         "author: Jung Yeon Lee\n",
-        "description: PyTorch Tutorial\n",
+        "description: K-means & Linear Quantization\n",
         "date: \"2024-03-06\"\n",
         "categories: [lab, quantization, linear, kmeans]\n",
         "toc: true\n",
+        "image: /images/lab02/kmeans.png\n",
         "---"
       ]
     },
diff --git a/posts/lecs/lec05.qmd b/posts/lecs/lec05.qmd
index d222f01..f722922 100644
--- a/posts/lecs/lec05.qmd
+++ b/posts/lecs/lec05.qmd
@@ -2,9 +2,9 @@
 toc: true
 title: "🧑‍🏫 Lecture 5-6"
 description:  Quantization
-author: "Seunghyun Oh(ooshyun)"
+author: "Seunghyun Oh"
 date: "2024-03-05"
-categories: [TinyML, EdgeAI]
+categories: [lecture, quantization]
 ---
 <style>
 p {