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阿里云-深度学习
</h1>
<a href="/%E9%98%BF%E9%87%8C%E4%BA%91-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0.html" class="archive-article-date">
<time datetime="2020-07-12T00:54:18.000Z" itemprop="datePublished"><i class="icon-calendar icon"></i>2020-07-12</time>
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<div style="text-align: center">
<img src="/阿里云-深度学习/封面2.jpg"/>
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<a id="more"></a>
<hr>
<p><strong>向山望，不如向山行</strong></p>
<hr>
<p>由于使用到CRR,RNN等需要GPU加持才能玩转的项目，配置显卡坞+显卡（N卡）+其他起码5000¥，所以先择了性价比较高的云服务，之前对云服务望而生畏，终于在云端把程序成功跑起来了，过程虽然简单，但有一些不起眼的地方不注意，会卡的你怀疑人生，在此记录一下关键且常用的点。</p>
<hr>
<p><strong>有很多事，不是你学不会，而是没有正确教程，所以啊，永远不要否定自己，保持谦虚，自信前行，多多尝试，才能走向胜利。</strong></p>
<hr>
<ol>
<li>登陆阿里云服务<div style="text-align: center">
<img src="/阿里云-深度学习/1.png"/>
</div></li>
<li>进入控制台<div style="text-align: center">
<img src="/阿里云-深度学习/2.png"/>
</div></li>
<li>在控制台搜索-机器学习PAI<div style="text-align: center">
<img src="/阿里云-深度学习/3.png"/>
</div></li>
<li>创建实例-请参考网络<div style="text-align: center">
<img src="/阿里云-深度学习/4.png"/>
</div></li>
<li>进入-机器学习PAI-模型开发和训练-DSW-Notebook建模（因人而异，如果习惯别的IDE也可以）<div style="text-align: center">
<img src="/阿里云-深度学习/5.png"/>
</div></li>
<li>创建成功后，启动实例-进入</li>
</ol>
<p><strong>关键点</strong><br>7. 选择开发环境</p>
<ul>
<li><p>notebook下的tensorflow2</p>
</li>
<li><p>新建文件保存-test.ipynb</p>
</li>
<li><p>新建data文件夹（用来存放训练数据）</p>
<div style="text-align: center">
<img src="/阿里云-深度学习/5.png"/>
</div>
</li>
<li><p>进入data 点击上传图标（向上的箭头）选择存放在本地的文件</p>
</li>
<li><p>数据的读取路径-文件相对于数据的相对路径即可</p>
<ul>
<li>data<ul>
<li>train</li>
<li>test</li>
</ul>
</li>
<li>.ipynb</li>
</ul>
</li>
<li><p>.ipynb程序中的数据读取路径为 path = r’data/train’ or path = r’data/test’</p>
</li>
</ul>
<div style="text-align: center">
<img src="/阿里云-深度学习/6.png"/>
</div>
<ul>
<li>安装程序所需包，需要进入对应环境中，比如tensorflow2对应的环境在终端中需进入</li>
</ul>
<pre><code> <!--hexoPostRenderEscape:<figure class="highlight plain"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">source activate tf2</span><br></pre></td></tr></table></figure>:hexoPostRenderEscape--></code></pre>
<ul>
<li>使用centos常用命令进行操作即可</li>
<li>需要指出的是，直接在项目栏中删除文件夹，非空是不能删除的，着很鸡肋，我的图像数据上万张还不能全选，只能一个一个删除</li>
<li>在终端，进入需要删除的文件夹的目录，强制递归删除文件夹及目录下所有文件</li>
</ul>
<pre><code> <!--hexoPostRenderEscape:<figure class="highlight plain"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">rm -rf 文件名&#x2F;文件夹名</span><br></pre></td></tr></table></figure>:hexoPostRenderEscape--></code></pre>
<hr>
<p><strong>发现了一个阿里云的一个bug</strong></p>
<ul>
<li>从notebook中进入编程环境，由于依赖包需要Pillow,</li>
</ul>
<ol>
<li>从终端进入tf2环境-source activate tf2</li>
<li>安装Pillow-pip install Pillow</li>
<li>回到notebook界面-右上角select kernel-tensorflow2.0</li>
<li>正常使用Pillow </li>
</ol>
<p> <strong>我这样做能使程序跑起来，但至于为什么这样，我不明白，我也很不爽</strong> </p>
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缺失模块。<br/>1、请确保node版本大于6.2<br/>2、在博客根目录（注意不是yilia-plus根目录）执行以下命令：<br/> npm i hexo-generator-json-content --save<br/><br/>
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<div class="aboutme-wrap" id="aboutme"><br>业精于勤荒于嬉<br>行成于思毁于随<br><br>凡事皆有及困难之时<br>打得通的，便是好汉<br><br>不弄技巧<br>以拙为进</div>
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