Site updated: 2024-01-13 18:13:49

Author: Yi-Huaaa

2022/05/10/Accelerating Simulated Quantum Annealing with GPU and Tensor Cores/index.html

@@ -435,7 +435,7 @@ <h3 id="Experiment-5-The-Quality-of-Solution"><a href="#Experiment-5-The-Quality
 <p>The table shows that the lowest average CUT we found is higher than 97.5% compared to the best known. It shows that using the HU method does not significantly impact the solution quality. Therefore, from the experiment results above, we demonstrate that the HU method can greatly speed up the SQA algorithm and does not impact the solution quality.</p>
 <h2 id="Conclusion"><a href="#Conclusion" class="headerlink" title="Conclusion"></a>Conclusion</h2><p>We accelerate the SQA algorithm to solve the Ising problems by proposing the HU method and using Tensor cores to reach more speedup.<br>Compared to the original state-of-the-art proposed by Tohoku University, we can finally reach the speedup from 1.7 times to 86.6 times compared to the GPU’s version. And achieve the speedup from 2.7 times to 13.68 times compared to the FPGA’s version with maintaining the solution quality of SQA.</p>
 <h3 id="20-minutes-pre-recorded-video"><a href="#20-minutes-pre-recorded-video" class="headerlink" title="20 minutes pre-recorded video"></a>20 minutes pre-recorded video</h3><p><a target="_blank" rel="noopener" href="https://drive.google.com/drive/folders/1JeI94LbrIZUDm0vc3R7MR_dAQFlprd2G?usp=sharing">Video link</a> </p>
-<h3 id="Contact-me"><a href="#Contact-me" class="headerlink" title="Contact me"></a>Contact me</h3><p><a href="mailto:&#x79;&#104;&#99;&#x68;&#x69;&#x61;&#114;&#97;&#64;&#103;&#x6d;&#97;&#105;&#x6c;&#46;&#99;&#x6f;&#109;">&#x79;&#104;&#99;&#x68;&#x69;&#x61;&#114;&#97;&#64;&#103;&#x6d;&#97;&#105;&#x6c;&#46;&#99;&#x6f;&#109;</a> or <a href="mailto:&#114;&#48;&#57;&#x39;&#x34;&#x34;&#48;&#x37;&#50;&#x40;&#x63;&#115;&#105;&#101;&#46;&#110;&#116;&#117;&#46;&#101;&#x64;&#x75;&#x2e;&#x74;&#119;">&#114;&#48;&#57;&#x39;&#x34;&#x34;&#48;&#x37;&#50;&#x40;&#x63;&#115;&#105;&#101;&#46;&#110;&#116;&#117;&#46;&#101;&#x64;&#x75;&#x2e;&#x74;&#119;</a></p>
+<h3 id="Contact-me"><a href="#Contact-me" class="headerlink" title="Contact me"></a>Contact me</h3><p><a href="mailto:&#x79;&#x68;&#x63;&#104;&#x69;&#97;&#114;&#x61;&#x40;&#x67;&#109;&#x61;&#x69;&#108;&#x2e;&#x63;&#x6f;&#109;">&#x79;&#x68;&#x63;&#104;&#x69;&#97;&#114;&#x61;&#x40;&#x67;&#109;&#x61;&#x69;&#108;&#x2e;&#x63;&#x6f;&#109;</a> or <a href="mailto:&#114;&#48;&#x39;&#x39;&#52;&#52;&#48;&#x37;&#x32;&#x40;&#x63;&#115;&#x69;&#x65;&#46;&#x6e;&#x74;&#x75;&#46;&#x65;&#x64;&#117;&#46;&#x74;&#119;">&#114;&#48;&#x39;&#x39;&#52;&#52;&#48;&#x37;&#x32;&#x40;&#x63;&#115;&#x69;&#x65;&#46;&#x6e;&#x74;&#x75;&#46;&#x65;&#x64;&#117;&#46;&#x74;&#119;</a></p>
 
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about/index.html

@@ -28,7 +28,7 @@
 <meta property="og:description" content="InfomationI’m a first-year Ph.D. student at the Department of Electrical and Computer Engineering at the University of Wisconsin-Madison, advised by Prof. Tsung-Wei Huang.I worked as a research assist">
 <meta property="og:locale" content="en_US">
 <meta property="article:published_time" content="2021-03-04T00:51:51.000Z">
-<meta property="article:modified_time" content="2024-01-14T00:10:58.517Z">
+<meta property="article:modified_time" content="2024-01-14T00:13:28.896Z">
 <meta property="article:author" content="Yi-Hua Chung">
 <meta name="twitter:card" content="summary">
 
@@ -184,7 +184,7 @@ <h1 class="post-title" itemprop="name headline">About me
 
 
       <div class="post-body">
-          <h2 id="Infomation"><a href="#Infomation" class="headerlink" title="Infomation"></a>Infomation</h2><p>I’m a first-year Ph.D. student at the Department of Electrical and Computer Engineering at the University of Wisconsin-Madison, advised by Prof. <a target="_blank" rel="noopener" href="https://tsung-wei-huang.github.io/"><strong>Tsung-Wei Huang</strong></a>.<br>I worked as a research assistant at the Institute of Information Science, Academia Sinica, under the supervision of Prof. <a target="_blank" rel="noopener" href="https://homepage.iis.sinica.edu.tw/pages/byyang/index_en.html"><strong>Bo-Yin Yang</strong></a>, studying assembly-optimized implementations in lattice-based post-quantum systems and implementing a library for big integer multiplication on GPU by employing number-theoretic transformations from 2022/09 to 2023/03.<br>I pursued my M.S. degree instructed by Prof. <a target="_blank" rel="noopener" href="https://www.csie.ntu.edu.tw/people/bio.php?PID=56"><strong>Shih-Hao Hung</strong></a> in Performance, Applications, and Security Lab (<a target="_blank" rel="noopener" href="https://www.facebook.com/NTU-PAS-Lab-133416430043067/"><strong>PAS Lab</strong></a>) from 2021/02 to 2022/06.</p>
+          <h2 id="Infomation"><a href="#Infomation" class="headerlink" title="Infomation"></a>Infomation</h2><p>I’m a first-year Ph.D. student at the Department of Electrical and Computer Engineering at the University of Wisconsin-Madison, advised by Prof. <a target="_blank" rel="noopener" href="https://tsung-wei-huang.github.io/"><strong>Tsung-Wei Huang</strong></a>.<br>I worked as a research assistant at the Institute of Information Science, Academia Sinica, under the supervision of Prof. <a target="_blank" rel="noopener" href="https://homepage.iis.sinica.edu.tw/pages/byyang/index_en.html"><strong>Bo-Yin Yang</strong></a>, studying assembly-optimized implementations in lattice-based post-quantum systems and implementing a library for big integer multiplication on GPU by employing number-theoretic transformations from 2022/09 to 2023/03.<br>I pursued my M.S. degree instructed by Prof. <a target="_blank" rel="noopener" href="https://www.csie.ntu.edu.tw/people/bio.php?PID=56"><strong>Shih-Hao Hung</strong></a> in Performance, Applications, and Security Lab (<a target="_blank" rel="noopener" href="https://sites.google.com/csie.ntu.edu.tw/paslab/?fbclid=IwAR2LgCPKziBB8l-lUysaFAq2BtBfvgKId6uuH77cOuWONrTL8R5RVZmhHg8"><strong>PAS Lab</strong></a> from 2021/02 to 2022/06.</p>
 <h2 id="Education"><a href="#Education" class="headerlink" title="Education"></a>Education</h2><ul>
 <li><em>2023/09-present</em>, Ph.D., Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Wisconsin, the USA.<ul>
 <li>GPA: 4.00/4.00 (Fall 23 - Present)</li>

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