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  <title>Yiming Shi&#39;s blog</title>
  
  <subtitle>Yiming Shi</subtitle>
  <link href="https://skddj.github.io/blog/atom.xml" rel="self"/>
  
  <link href="https://skddj.github.io/blog/"/>
  <updated>2026-10-27T13:14:51.652Z</updated>
  <id>https://skddj.github.io/blog/</id>
  
  <author>
    <name>Yiming Shi</name>
    
  </author>
  
  <generator uri="https://hexo.io/">Hexo</generator>
  
  <entry>
    <title>ZCA白化 (Whitening)</title>
    <link href="https://skddj.github.io/blog/article/803a0aab"/>
    <id>https://skddj.github.io/blog/article/803a0aab</id>
    <published>2024-11-04T08:00:45.000Z</published>
    <updated>2026-10-27T13:14:51.652Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h2 id=&quot;什么是ZCA白化？&quot;&gt;&lt;a href=&quot;#什么是ZCA白化？&quot; class=&quot;headerlink&quot; title=&quot;什么是ZCA白化？&quot;&gt;&lt;/a&gt;什么是ZCA白化？&lt;/h2&gt;&lt;p&gt;&lt;strong&gt;ZCA白化&lt;/strong&gt;</summary>
        
      
    
    
    
    <category term="Technology" scheme="https://skddj.github.io/blog/categories/Technology/"/>
    
    
    <category term="PyTorch" scheme="https://skddj.github.io/blog/tags/PyTorch/"/>
    
    <category term="Data Augmentation" scheme="https://skddj.github.io/blog/tags/Data-Augmentation/"/>
    
    <category term="Pre-Processing" scheme="https://skddj.github.io/blog/tags/Pre-Processing/"/>
    
  </entry>
  
  <entry>
    <title>Diffusion Sampling Techniques</title>
    <link href="https://skddj.github.io/blog/article/714df5a"/>
    <id>https://skddj.github.io/blog/article/714df5a</id>
    <published>2024-11-04T08:00:45.000Z</published>
    <updated>2026-10-27T13:14:50.688Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h1 id=&quot;Understanding-Diffusion-Model-Sampling-Techniques&quot;&gt;&lt;a href=&quot;#Understanding-Diffusion-Model-Sampling-Techniques&quot; class=&quot;headerlink&quot;</summary>
        
      
    
    
    
    <category term="Technology" scheme="https://skddj.github.io/blog/categories/Technology/"/>
    
    
    <category term="Diffusion Models" scheme="https://skddj.github.io/blog/tags/Diffusion-Models/"/>
    
    <category term="Sampling Techniques" scheme="https://skddj.github.io/blog/tags/Sampling-Techniques/"/>
    
    <category term="Numerical Methods" scheme="https://skddj.github.io/blog/tags/Numerical-Methods/"/>
    
  </entry>
  
  <entry>
    <title>Recap PyTorch Tensor &amp; Einops API</title>
    <link href="https://skddj.github.io/blog/article/10f3127e"/>
    <id>https://skddj.github.io/blog/article/10f3127e</id>
    <published>2024-09-16T08:02:22.000Z</published>
    <updated>2026-10-27T13:14:51.223Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;p&gt;在深度学习中，对 Tensor 的维度和形状变换是日常操作。本文简单介绍 PyTorch 的 Tensor 自带的 API（&lt;code&gt;view&lt;/code&gt;, &lt;code&gt;reshape&lt;/code&gt;, &lt;code&gt;unsqueeze&lt;/code&gt;,</summary>
        
      
    
    
    
    <category term="Technology" scheme="https://skddj.github.io/blog/categories/Technology/"/>
    
    
    <category term="PyTorch" scheme="https://skddj.github.io/blog/tags/PyTorch/"/>
    
    <category term="Tensor" scheme="https://skddj.github.io/blog/tags/Tensor/"/>
    
    <category term="Einops" scheme="https://skddj.github.io/blog/tags/Einops/"/>
    
  </entry>
  
  <entry>
    <title>Vision Transformer (ViT) -&gt; Towards a Modality-Agnostic Transformer?</title>
    <link href="https://skddj.github.io/blog/article/8ad3e72a"/>
    <id>https://skddj.github.io/blog/article/8ad3e72a</id>
    <published>2024-09-14T13:24:30.000Z</published>
    <updated>2026-10-27T13:14:50.744Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h3 id=&quot;Forward-Process-of-Vision-Transformer-ViT&quot;&gt;&lt;a href=&quot;#Forward-Process-of-Vision-Transformer-ViT&quot; class=&quot;headerlink&quot; title=&quot;Forward</summary>
        
      
    
    
    
    <category term="Idea" scheme="https://skddj.github.io/blog/categories/Idea/"/>
    
    
    <category term="Diffusion" scheme="https://skddj.github.io/blog/tags/Diffusion/"/>
    
    <category term="Transformer" scheme="https://skddj.github.io/blog/tags/Transformer/"/>
    
    <category term="Weight2Weight" scheme="https://skddj.github.io/blog/tags/Weight2Weight/"/>
    
  </entry>
  
  <entry>
    <title>梯度范数与梯度裁剪的详细解释 Gradient Norm and Clipping</title>
    <link href="https://skddj.github.io/blog/article/3ff1f570"/>
    <id>https://skddj.github.io/blog/article/3ff1f570</id>
    <published>2024-09-08T12:40:10.000Z</published>
    <updated>2026-10-27T13:14:51.359Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h2 id=&quot;1-梯度范数-Gradient-Norm&quot;&gt;&lt;a href=&quot;#1-梯度范数-Gradient-Norm&quot; class=&quot;headerlink&quot; title=&quot;1. 梯度范数 (Gradient Norm)&quot;&gt;&lt;/a&gt;1. 梯度范数 (Gradient</summary>
        
      
    
    
    
    <category term="Technology" scheme="https://skddj.github.io/blog/categories/Technology/"/>
    
    
    <category term="Neural Network" scheme="https://skddj.github.io/blog/tags/Neural-Network/"/>
    
    <category term="Training Process" scheme="https://skddj.github.io/blog/tags/Training-Process/"/>
    
    <category term="Trick" scheme="https://skddj.github.io/blog/tags/Trick/"/>
    
  </entry>
  
  <entry>
    <title>[TODO]谷歌开发者日 2023 成都篇 - 体验与见解</title>
    <link href="https://skddj.github.io/blog/article/f0b89bcc"/>
    <id>https://skddj.github.io/blog/article/f0b89bcc</id>
    <published>2024-01-30T14:09:01.000Z</published>
    <updated>2026-10-27T13:16:23.101Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h1 id=&quot;谷歌开发者日-2023-成都篇-体验与见解&quot;&gt;&lt;a href=&quot;#谷歌开发者日-2023-成都篇-体验与见解&quot; class=&quot;headerlink&quot; title=&quot;谷歌开发者日 2023 成都篇 - 体验与见解&quot;&gt;&lt;/a&gt;谷歌开发者日 2023 成都篇 -</summary>
        
      
    
    
    
    <category term="Engineering" scheme="https://skddj.github.io/blog/categories/Engineering/"/>
    
    
    <category term="Diffusion Model" scheme="https://skddj.github.io/blog/tags/Diffusion-Model/"/>
    
    <category term="PEFT" scheme="https://skddj.github.io/blog/tags/PEFT/"/>
    
    <category term="AIGC" scheme="https://skddj.github.io/blog/tags/AIGC/"/>
    
    <category term="Google" scheme="https://skddj.github.io/blog/tags/Google/"/>
    
    <category term="Pytorch" scheme="https://skddj.github.io/blog/tags/Pytorch/"/>
    
    <category term="Fine tuning" scheme="https://skddj.github.io/blog/tags/Fine-tuning/"/>
    
    <category term="Chengdu" scheme="https://skddj.github.io/blog/tags/Chengdu/"/>
    
  </entry>
  
  <entry>
    <title>[TODO]我的粤港澳湾区AI算法竞赛之旅</title>
    <link href="https://skddj.github.io/blog/article/d0c627b"/>
    <id>https://skddj.github.io/blog/article/d0c627b</id>
    <published>2024-01-30T14:09:01.000Z</published>
    <updated>2026-10-27T13:16:27.915Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h1 id=&quot;我的粤港澳湾区AI算法竞赛之旅&quot;&gt;&lt;a href=&quot;#我的粤港澳湾区AI算法竞赛之旅&quot; class=&quot;headerlink&quot; title=&quot;我的粤港澳湾区AI算法竞赛之旅&quot;&gt;&lt;/a&gt;我的粤港澳湾区AI算法竞赛之旅&lt;/h1&gt;&lt;h2 id=&quot;引言&quot;&gt;&lt;a</summary>
        
      
    
    
    
    <category term="Engineering" scheme="https://skddj.github.io/blog/categories/Engineering/"/>
    
    
    <category term="Diffusion Model" scheme="https://skddj.github.io/blog/tags/Diffusion-Model/"/>
    
    <category term="Competition" scheme="https://skddj.github.io/blog/tags/Competition/"/>
    
    <category term="Fine tuning" scheme="https://skddj.github.io/blog/tags/Fine-tuning/"/>
    
    <category term="Guangzhou" scheme="https://skddj.github.io/blog/tags/Guangzhou/"/>
    
  </entry>
  
  <entry>
    <title>My Questions and Learnings from Exploring  Process Management</title>
    <link href="https://skddj.github.io/blog/article/e2f5e0f7"/>
    <id>https://skddj.github.io/blog/article/e2f5e0f7</id>
    <published>2023-09-07T15:22:36.000Z</published>
    <updated>2026-10-27T13:14:50.921Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h2 id=&quot;1-Analyzing-Process-States&quot;&gt;&lt;a href=&quot;#1-Analyzing-Process-States&quot; class=&quot;headerlink&quot; title=&quot;1. Analyzing Process States&quot;&gt;&lt;/a&gt;1.</summary>
        
      
    
    
    
    <category term="Engineering" scheme="https://skddj.github.io/blog/categories/Engineering/"/>
    
    
    <category term="Linux" scheme="https://skddj.github.io/blog/tags/Linux/"/>
    
    <category term="processmanagement" scheme="https://skddj.github.io/blog/tags/processmanagement/"/>
    
    <category term="Commands" scheme="https://skddj.github.io/blog/tags/Commands/"/>
    
  </entry>
  
  <entry>
    <title>Search Engine Tricks and Tips</title>
    <link href="https://skddj.github.io/blog/article/d1648c6e"/>
    <id>https://skddj.github.io/blog/article/d1648c6e</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:50.448Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h1 id=&quot;Tricks-for-Search-Engines&quot;&gt;&lt;a href=&quot;#Tricks-for-Search-Engines&quot; class=&quot;headerlink&quot; title=&quot;Tricks for Search Engines&quot;&gt;&lt;/a&gt;Tricks for</summary>
        
      
    
    
    
    <category term="Skills" scheme="https://skddj.github.io/blog/categories/Skills/"/>
    
    
    <category term="Search Tips" scheme="https://skddj.github.io/blog/tags/Search-Tips/"/>
    
  </entry>
  
  <entry>
    <title>Fine-Tuning Face Based on UniDiffuser</title>
    <link href="https://skddj.github.io/blog/article/3fe63e99"/>
    <id>https://skddj.github.io/blog/article/3fe63e99</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:50.814Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h2 id=&quot;1-UniDiffuser&quot;&gt;&lt;a href=&quot;#1-UniDiffuser&quot; class=&quot;headerlink&quot; title=&quot;1. UniDiffuser&quot;&gt;&lt;/a&gt;1. UniDiffuser&lt;/h2&gt;&lt;h3 id=&quot;1-1-Architect&quot;&gt;&lt;a</summary>
        
      
    
    
    
    <category term="Engineering" scheme="https://skddj.github.io/blog/categories/Engineering/"/>
    
    
    <category term="Python" scheme="https://skddj.github.io/blog/tags/Python/"/>
    
    <category term="Diffusers" scheme="https://skddj.github.io/blog/tags/Diffusers/"/>
    
    <category term="PyTorch" scheme="https://skddj.github.io/blog/tags/PyTorch/"/>
    
    <category term="Large Model" scheme="https://skddj.github.io/blog/tags/Large-Model/"/>
    
    <category term="Diffusion Model" scheme="https://skddj.github.io/blog/tags/Diffusion-Model/"/>
    
    <category term="Competition" scheme="https://skddj.github.io/blog/tags/Competition/"/>
    
  </entry>
  
  <entry>
    <title>Hard Disk Mounting Under Linux System</title>
    <link href="https://skddj.github.io/blog/article/8350d4a"/>
    <id>https://skddj.github.io/blog/article/8350d4a</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:50.866Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;p&gt;最近在管理一台Linux服务器时,遇到了一些硬盘挂载和权限管理的问题,在此做一个简单的总结记录。&lt;/p&gt;
&lt;h2 id=&quot;一、硬盘检测和分区&quot;&gt;&lt;a href=&quot;#一、硬盘检测和分区&quot; class=&quot;headerlink&quot;</summary>
        
      
    
    
    
    <category term="Engineering" scheme="https://skddj.github.io/blog/categories/Engineering/"/>
    
    
    <category term="DevOps" scheme="https://skddj.github.io/blog/tags/DevOps/"/>
    
    <category term="Linux" scheme="https://skddj.github.io/blog/tags/Linux/"/>
    
    <category term="Disk" scheme="https://skddj.github.io/blog/tags/Disk/"/>
    
  </entry>
  
  <entry>
    <title>Fix entering Emergency Mode during startup</title>
    <link href="https://skddj.github.io/blog/article/2185f868"/>
    <id>https://skddj.github.io/blog/article/2185f868</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:51.036Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;p&gt;关于解决Ubuntu22启动时进入Emergency Mode的问题&lt;/p&gt;
&lt;h1 id=&quot;修复启动时进入Emergency-Mode&quot;&gt;&lt;a href=&quot;#修复启动时进入Emergency-Mode&quot; class=&quot;headerlink&quot;</summary>
        
      
    
    
    
    <category term="Engineering" scheme="https://skddj.github.io/blog/categories/Engineering/"/>
    
    
    <category term="DevOps" scheme="https://skddj.github.io/blog/tags/DevOps/"/>
    
    <category term="Linux" scheme="https://skddj.github.io/blog/tags/Linux/"/>
    
    <category term="Disk" scheme="https://skddj.github.io/blog/tags/Disk/"/>
    
    <category term="Ubuntu" scheme="https://skddj.github.io/blog/tags/Ubuntu/"/>
    
  </entry>
  
  <entry>
    <title>Learning Diffusers Library</title>
    <link href="https://skddj.github.io/blog/article/d3a6f586"/>
    <id>https://skddj.github.io/blog/article/d3a6f586</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:51.157Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h1 id=&quot;Diffusers&quot;&gt;&lt;a href=&quot;#Diffusers&quot; class=&quot;headerlink&quot; title=&quot;Diffusers&quot;&gt;&lt;/a&gt;Diffusers&lt;/h1&gt;&lt;h2</summary>
        
      
    
    
    
    <category term="Technology" scheme="https://skddj.github.io/blog/categories/Technology/"/>
    
    
    <category term="Python" scheme="https://skddj.github.io/blog/tags/Python/"/>
    
    <category term="Diffusers" scheme="https://skddj.github.io/blog/tags/Diffusers/"/>
    
    <category term="PyTorch" scheme="https://skddj.github.io/blog/tags/PyTorch/"/>
    
    <category term="Large Model" scheme="https://skddj.github.io/blog/tags/Large-Model/"/>
    
  </entry>
  
  <entry>
    <title>彼得林奇投资经典著作读书笔记 - 长期投资的智慧</title>
    <link href="https://skddj.github.io/blog/article/a0866f96"/>
    <id>https://skddj.github.io/blog/article/a0866f96</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:51.416Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h1 id=&quot;彼得林奇著作读书笔记&quot;&gt;&lt;a href=&quot;#彼得林奇著作读书笔记&quot; class=&quot;headerlink&quot; title=&quot;彼得林奇著作读书笔记&quot;&gt;&lt;/a&gt;彼得林奇著作读书笔记&lt;/h1&gt;&lt;p&gt;&lt;img</summary>
        
      
    
    
    
    <category term="Skills" scheme="https://skddj.github.io/blog/categories/Skills/"/>
    
    
    <category term="Investment" scheme="https://skddj.github.io/blog/tags/Investment/"/>
    
    <category term="Finance" scheme="https://skddj.github.io/blog/tags/Finance/"/>
    
    <category term="Stocks" scheme="https://skddj.github.io/blog/tags/Stocks/"/>
    
    <category term="Strategy" scheme="https://skddj.github.io/blog/tags/Strategy/"/>
    
    <category term="Analysis" scheme="https://skddj.github.io/blog/tags/Analysis/"/>
    
    <category term="A 股" scheme="https://skddj.github.io/blog/tags/A-%E8%82%A1/"/>
    
  </entry>
  
  <entry>
    <title>计算机网络课程实验：手动访问 404 网站</title>
    <link href="https://skddj.github.io/blog/article/3af5c2d7"/>
    <id>https://skddj.github.io/blog/article/3af5c2d7</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:51.598Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h1 id=&quot;免责声明：&quot;&gt;&lt;a href=&quot;#免责声明：&quot; class=&quot;headerlink&quot;</summary>
        
      
    
    
    
    <category term="Engineering" scheme="https://skddj.github.io/blog/categories/Engineering/"/>
    
    
    <category term="DevOps" scheme="https://skddj.github.io/blog/tags/DevOps/"/>
    
    <category term="计算机网络" scheme="https://skddj.github.io/blog/tags/%E8%AE%A1%E7%AE%97%E6%9C%BA%E7%BD%91%E7%BB%9C/"/>
    
    <category term="科学上网" scheme="https://skddj.github.io/blog/tags/%E7%A7%91%E5%AD%A6%E4%B8%8A%E7%BD%91/"/>
    
    <category term="VPN" scheme="https://skddj.github.io/blog/tags/VPN/"/>
    
    <category term="Computer Network" scheme="https://skddj.github.io/blog/tags/Computer-Network/"/>
    
  </entry>
  
  <entry>
    <title>公司金融</title>
    <link href="https://skddj.github.io/blog/article/1b5aea18"/>
    <id>https://skddj.github.io/blog/article/1b5aea18</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:52.003Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h2 id=&quot;Lecture1-第一章：公司目标和治理&quot;&gt;&lt;a href=&quot;#Lecture1-第一章：公司目标和治理&quot; class=&quot;headerlink&quot; title=&quot;Lecture1 第一章：公司目标和治理&quot;&gt;&lt;/a&gt;Lecture1</summary>
        
      
    
    
    
    <category term="Course" scheme="https://skddj.github.io/blog/categories/Course/"/>
    
    
    <category term="公司金融" scheme="https://skddj.github.io/blog/tags/%E5%85%AC%E5%8F%B8%E9%87%91%E8%9E%8D/"/>
    
    <category term="大三上" scheme="https://skddj.github.io/blog/tags/%E5%A4%A7%E4%B8%89%E4%B8%8A/"/>
    
  </entry>
  
  <entry>
    <title>International Finance</title>
    <link href="https://skddj.github.io/blog/article/bae2e029"/>
    <id>https://skddj.github.io/blog/article/bae2e029</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:52.059Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h2 id=&quot;1-第一章：课程概述&quot;&gt;&lt;a href=&quot;#1-第一章：课程概述&quot; class=&quot;headerlink&quot; title=&quot;1 第一章：课程概述&quot;&gt;&lt;/a&gt;1 第一章：课程概述&lt;/h2&gt;&lt;p&gt;Chapter1 Intro &lt;img</summary>
        
      
    
    
    
    <category term="Course" scheme="https://skddj.github.io/blog/categories/Course/"/>
    
    
    <category term="大三上" scheme="https://skddj.github.io/blog/tags/%E5%A4%A7%E4%B8%89%E4%B8%8A/"/>
    
    <category term="国际金融" scheme="https://skddj.github.io/blog/tags/%E5%9B%BD%E9%99%85%E9%87%91%E8%9E%8D/"/>
    
    <category term="International Finance" scheme="https://skddj.github.io/blog/tags/International-Finance/"/>
    
  </entry>
  
  <entry>
    <title>计算机操作系统</title>
    <link href="https://skddj.github.io/blog/article/dbeddcc1"/>
    <id>https://skddj.github.io/blog/article/dbeddcc1</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:52.121Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;h2 id=&quot;第一章：概述&quot;&gt;&lt;a href=&quot;#第一章：概述&quot; class=&quot;headerlink&quot; title=&quot;第一章：概述&quot;&gt;&lt;/a&gt;第一章：概述&lt;/h2&gt;&lt;p&gt;&lt;img</summary>
        
      
    
    
    
    <category term="Course" scheme="https://skddj.github.io/blog/categories/Course/"/>
    
    
    <category term="大三上" scheme="https://skddj.github.io/blog/tags/%E5%A4%A7%E4%B8%89%E4%B8%8A/"/>
    
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    <link href="https://skddj.github.io/blog/article/f6199005"/>
    <id>https://skddj.github.io/blog/article/f6199005</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:52.187Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;p&gt;&lt;img src=&quot;https://raw.githubusercontent.com/SKDDJ/picgoimgbed/main/202308301038752.jpg&quot;&gt; &lt;img</summary>
        
      
    
    
    
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    <link href="https://skddj.github.io/blog/article/53aac4c6"/>
    <id>https://skddj.github.io/blog/article/53aac4c6</id>
    <published>2023-09-03T08:51:04.000Z</published>
    <updated>2026-10-27T13:14:52.260Z</updated>
    
    
      
      
        
        
    <summary type="html">&lt;p&gt;&lt;img src=&quot;https://raw.githubusercontent.com/SKDDJ/picgoimgbed/main/202308311649113.jpg&quot;&gt;&lt;/p&gt;
&lt;h2 id=&quot;1-第一章：导论&quot;&gt;&lt;a href=&quot;#1-第一章：导论&quot;</summary>
        
      
    
    
    
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