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hotrep="document.article.breadcrumb" class="rno-header-crumbs-link-2">文档中心</a><i class="rno-header-crumbs-icon-2">&gt;</i><span class="rno-header-crumbs-link-2 active">TI-ONE 训练平台</span></div></div><div class="J-markdown-box"><div class="rno-title-module J-mainTitle"><h1 class="rno-title-module-title">使用自动学习构建模型-图片分类</h1><div class="rno-title-module-body"><p class="rno-title-module-date">最近更新时间:<!-- -->2023-12-14 17:24:18</p><div class="rno-title-module-operate"><div class="J-docShareModal rno-title-module-btn share com-share-bubble-trigger c-triangle-align-start com-share-pc m-hidden" hotrep="document.share"><a class="J-docShareToggleBtn com-share-bubble-trigger-link com-opt-link" style="cursor:pointer"><i class="rno-title-module-share"></i></a><div class="c-bubble c-bubble-top com-share-bubble"><div class="c-bubble-inner"><ul class="com-share-bubble-opts"><li><span class="com-share-bubble-text"><i class="com-share-bubble-icon wechat"></i><span>微信扫一扫</span></span><div class="J-docShareQRCodeContainer com-share-bubble-code"><img src=""/></div></li><li><a class="J-docShareLink com-share-bubble-link" data-sharetype="qq" target="_blank" hotrep="document.share.qq" style="cursor:pointer"><i class="com-share-bubble-icon qq"></i><span>QQ</span></a></li><li><a class="J-docShareLink com-share-bubble-link" data-sharetype="weibo" target="_blank" hotrep="document.share.weibo" style="cursor:pointer"><i class="com-share-bubble-icon weibo"></i><span>新浪微博</span></a></li><li><div class="J-docShareCopyTipModal com-share-bubble-trigger"><a class="J-docShareCopySiteBtn com-share-bubble-link" style="cursor:pointer"><i class="com-share-bubble-icon link"></i><span>复制链接</span></a><div class="com-share-bubble c-bubble c-bubble-top com-share-bubble-msg"><div class="c-bubble-inner"><i class="icon"></i>链接复制成功</div></div></div></li></ul></div></div></div><a class="J-docFavoriteActBtn rno-title-module-btn" style="cursor:pointer"><i class="rno-title-module-fav"></i></a><a class="rno-title-module-btn fav J-myCollection" target="_blank"><span class="rno-title-module-text"><em>我的收藏</em></span></a></div></div></div><div class="rno-document-details-side"><div class="markdown-nav J-navContainer absolute" style="margin-left:0;top:179px"><h2 class="nav-title">本页目录:</h2><ul class="markdown-nav-list J-floatCategory"><li><a href="#.E6.93.8D.E4.BD.9C.E8.83.8C.E6.99.AF" title="操作背景">操作背景</a></li><li><a href="#.E5.89.8D.E6.8F.90.E6.9D.A1.E4.BB.B6" title="前提条件">前提条件</a></li><li><a href="#.E4.BD.BF.E7.94.A8.E8.87.AA.E5.8A.A8.E5.AD.A6.E4.B9.A0.E8.BF.9B.E8.A1.8C.E5.9B.BE.E7.89.87.E5.88.86.E7.B1.BB.E6.A8.A1.E5.9E.8B.E8.AE.AD.E7.BB.83" title="使用自动学习进行图片分类模型训练">使用自动学习进行图片分类模型训练</a><ul class="tea-slate-sdk-toc-list no-border"><li><a href="#.E6.AD.A5.E9.AA.A41.EF.BC.9A.E6.96.B0.E5.BB.BA.E4.BB.BB.E5.8A.A1" title="步骤1:新建任务">步骤1:新建任务</a></li><li><a href="#.E6.AD.A5.E9.AA.A42.EF.BC.9A.E8.AE.AD.E7.BB.83.E6.A8.A1.E5.9E.8B" title="步骤2:训练模型">步骤2:训练模型</a></li><li><a href="#.E6.AD.A5.E9.AA.A43.EF.BC.9A.E6.A8.A1.E5.9E.8B.E8.AF.84.E6.B5.8B" title="步骤3:模型评测">步骤3:模型评测</a></li><li><a href="#.E6.AD.A5.E9.AA.A44.EF.BC.9A.E4.B8.80.E9.94.AE.E5.8F.91.E5.B8.83" title="步骤4:一键发布">步骤4:一键发布</a></li></ul></li></ul></div></div><div id="docArticleContent" class="doc-article-content"><div id="doc-slate-root"><div class="tea-editable rich-editable tse-editable" data-tslate-sdk-version="0.1.13" data-slate-editor="true" data-slate-node="value" contenteditable="false" zindex="-1" style="position:relative;outline:none;white-space:pre-wrap;word-wrap:break-word"><div class="anchor-element"><h2 data-slate-node="element" class="" id=".E6.93.8D.E4.BD.9C.E8.83.8C.E6.99.AF"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">操作背景</span></span></span></h2></div><div data-slate-node="element" class="tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">TI-ONE 自动学习模块内置了常见深度学习场景,例如图片分类、目标检测,使用户仅需通过简单的配置即可完成深度学习模型构建、评测、发布等模型生命周期全流程工作。 </span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">为了方便您有效地使用 TI-ONE 的自动学习,本文将通过一个图片分类案例向您演示使用流程。</span></span></span></span></div><div class="anchor-element"><h2 data-slate-node="element" class="" id=".E5.89.8D.E6.8F.90.E6.9D.A1.E4.BB.B6"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">前提条件</span></span></span></h2></div><div data-slate-node="element" class="tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">完成 TI-ONE 服务注册与开通,请参考 </span></span></span><a class="ref" href="https://cloud.tencent.com/document/product/851/74113" title="https://cloud.tencent.com/document/product/851/74113" target="_blank" data-slate-node="element" data-slate-inline="true"><span contenteditable="false"></span><span class="content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">账号和权限说明</span></span></span></span><span contenteditable="false"></span></a><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">。 </span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">开通 </span></span></span><a class="ref" href="https://console.cloud.tencent.com/cos" title="https://console.cloud.tencent.com/cos" target="_blank" data-slate-node="element" data-slate-inline="true"><span contenteditable="false"></span><span class="content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">对象存储 COS </span></span></span></span><span contenteditable="false"></span></a><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">服务并完成 </span></span></span><a class="ref" href="https://cloud.tencent.com/document/product/436/13309" title="https://cloud.tencent.com/document/product/436/13309" target="_blank" data-slate-node="element" data-slate-inline="true"><span contenteditable="false"></span><span class="content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">存储桶创建</span></span></span></span><span contenteditable="false"></span></a><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">。</span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">在数据中心 </span></span></span><a class="ref" href="https://cloud.tencent.com/document/product/851/74157" title="https://cloud.tencent.com/document/product/851/74157" target="_blank" data-slate-node="element" data-slate-inline="true"><span contenteditable="false"></span><span class="content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">上传</span></span></span></span><span contenteditable="false"></span></a><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> 带有标注标签的数据或对数据进行 </span></span></span><a class="ref" href="https://cloud.tencent.com/document/product/851/74156" title="https://cloud.tencent.com/document/product/851/74156" target="_blank" data-slate-node="element" data-slate-inline="true"><span contenteditable="false"></span><span class="content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">标注</span></span></span></span><span contenteditable="false"></span></a><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">。</span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">使用按量计费类型资源会预先冻结所选配置2个小时的使用费用,若您的现金账户余额不足,请先进行充值。</span></span></span></span></div><div class="anchor-element"><h2 data-slate-node="element" class="" id=".E4.BD.BF.E7.94.A8.E8.87.AA.E5.8A.A8.E5.AD.A6.E4.B9.A0.E8.BF.9B.E8.A1.8C.E5.9B.BE.E7.89.87.E5.88.86.E7.B1.BB.E6.A8.A1.E5.9E.8B.E8.AE.AD.E7.BB.83"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">使用自动学习进行图片分类模型训练</span></span></span></h2></div><div class="anchor-element"><h3 data-slate-node="element" class="" id=".E6.AD.A5.E9.AA.A41.EF.BC.9A.E6.96.B0.E5.BB.BA.E4.BB.BB.E5.8A.A1"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">步骤1:新建任务</span></span></span></h3></div><div class="" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">进入</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">自动学习 &gt; 立即开始</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">,选择对应的区域,单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">新建任务</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">:</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="421" style="width:718px;height:421px"><div class="rc-image image-with-preview"><img alt="立即开始-新建任务" class="rc-image-img" style="height:421px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/e43125960db4db42c45de8805a79a023.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> </span></span></span></div><div class="" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">单击后进入</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">新建任务</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">页面,用户需在此填写本次任务的任务名称、训练数据、训练输出路径、训练配置及训练资源配置等信息。 </span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">1.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">填写</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">基本信息</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">:</span></span></span></span></div><div class="tse-level-1" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="490" style="width:718px;height:490px"><div class="rc-image image-with-preview"><img alt="新建任务-配置任务-填写基本信息" class="rc-image-img" style="height:490px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/cad0ad8c70b85521f72b6bd7add01a25.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="n" data-slate-length="0"><br/></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">2.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">填写</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">数据配置</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">:</span></span></span></span></div><div class="tse-level-1" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="416" style="width:718px;height:416px"><div class="rc-image image-with-preview"><img alt="新建任务-配置任务-填写数据配置" class="rc-image-img" style="height:416px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/2b191fa455e4c53a9111782fddabad23.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> 其中: </span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">是否增量训练:对于首次训练的任务,是否增量训练默认关闭。如果您需要基于某个已有训练任务进行模型的增量更新,可选择将该项开启。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">数据来源:您可选择数据中心中的数据或示例数据。数据中心的数据通常是您自己创建的数据集,示例数据为平台内置数据。</span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">3.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">填写</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">训练配置</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">:</span></span></span></span></div><div class="tse-level-1" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="558" style="width:718px;height:558px"><div class="rc-image image-with-preview"><img alt="新建任务-配置任务-填写训练配置" class="rc-image-img" style="height:558px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/c4a5b278748020d60a4661a41f566dba.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> 其中: </span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">训练偏好设置:可结合您的业务场景设置训练偏好,得到对应精度高或预测速度快或两者均衡的模型。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">期望准确率:可结合业务目标设置合理的期望准确率值,到达准确率后会为您自动停止训练。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">最长训练时长:默认为1小时,到达后任务会立即停止。该设置下,模型可能无法达到所需的训练效果,可结合实际情况对该项进行调整。</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> 训练参数设置为可选项,自动学习会为您提供默认值。也可结合您的实际情况进行修改,可修改的训练参数包括: </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">epochs:模型训练次数,可选择系统内置的值或进行自定义。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">lr:学习率,可选择系统内置的值或进行自定义。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">batch_size:训练批次大小,可选择系统内置的值或进行自定义。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">warmup:预热训练次数,可选择系统内置的值或进行自定义。</span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">4.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">填写训练资源配置,可按需选择按量计费或包年包月训练模式,确认后单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">下一步</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">。 单击下一步后,进入</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">训练模型</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">页面如您在单击下一步后离开</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">训练模型</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">页面,可至</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">任务管理</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">列表页重新找到该任务。</span></span></span></span></div><div class="anchor-element"><h3 data-slate-node="element" class="" id=".E6.AD.A5.E9.AA.A42.EF.BC.9A.E8.AE.AD.E7.BB.83.E6.A8.A1.E5.9E.8B"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">步骤2:训练模型</span></span></span></h3></div><div class="" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">在</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">训练模型</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">页,可以查看模型的运行状态及训练详情。页面展示信息如下: </span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">1.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">训练状态</span></b></span></span></span></div><div class="tse-level-1" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-zero-width="z" data-slate-length="0"></span></b></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="803" data-height="268" style="width:803px;height:268px"><div class="rc-image image-with-preview"><img alt="" class="rc-image-img" style="height:268px;width:803px" src="https://qcloudimg.tencent-cloud.cn/image/document/9d5fb4a84fd8d53ec79da4362b892403.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="n" data-slate-length="0"><br/></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">已运行时长:展示模型训练任务已经运行的时长。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">最长运行时长:为本任务在</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">配置任务</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">页所设置的值,本例中为1小时。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">训练进度:展示模型训练任务进度及训练任务当前所处阶段。如果您不再需要本次训练任务,可以单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">停止</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">按钮。如果训练意外中断,可单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">重启</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">按钮</span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">2.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">训练详情</span></b></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">实时指标:展示模型训练过程中的实时指标,包含横坐标为epoch(模型训练次数), 纵坐标为具体指标所对应的数值。</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="275" style="width:718px;height:275px"><div class="rc-image image-with-preview"><img alt="训练模型-训练详情-训练实时指标" class="rc-image-img" style="height:275px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/a545aa0e1f52a2f71a38c5dbcf2a56a8.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">训练日志:展示模型训练过程中产生的日志详情,支持自动刷新及检索分析。</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="358" style="width:718px;height:358px"><div class="rc-image image-with-preview"><img alt="训练模型-训练详情-训练日志" class="rc-image-img" style="height:358px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/f980bdf5bb2c57fb88b8d1f338f35e30.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">3.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">图片分类训练指标说明: </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">accuracy:正确预测图片的数量 / 图片总数量。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">valid_top1_accuracy:验证集预测结果中,排名第一的类别里面正确预测的准确率。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">valid_top5_accuracy:验证集预测结果中,排名前五的类别里面正确预测的准确率。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">loss:损失值,代表模型预测与目标之间的距离。</span></span></span></span></div><div class="anchor-element"><h3 data-slate-node="element" class="" id=".E6.AD.A5.E9.AA.A43.EF.BC.9A.E6.A8.A1.E5.9E.8B.E8.AF.84.E6.B5.8B"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">步骤3:模型评测</span></span></span></h3></div><div class="" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">模型评测提供基于测试集的模型表现信息。包含模型评测任务基本信息(如评测时长、评测图片数量、badcase数量),整体指标(可通过定义不同的全局阈值查看模型的精确率、召回率、F1-Score),PR曲线。</span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">1.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">查看模型评测的基本信息,包含测试集、评测时长、评测图片数量、badcase数量等。</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="131" style="width:718px;height:131px"><div class="rc-image image-with-preview"><img alt="模型评测-基本信息" class="rc-image-img" style="height:131px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/181ffa19d14e6cebdb84fabc97d0f965.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">如需查看测试数据集,请单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">测试集</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">对应的</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">查看</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">,单击后,可看到测试集的标签分布信息、各类别标签数量及标签占比。由于图片读取会产生COS请求及流量费用,因此,默认不展示测试集图片详情。如需展示图片详情,您可打开</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">详情展示</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">开关</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="381" style="width:718px;height:381px"><div class="rc-image image-with-preview"><img alt="模型评测-测试集数据预览" class="rc-image-img" style="height:381px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/549223fa2edb8996ce442bb88d399ac8.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">详情展示</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">后,会为您展示测试集中所包含的图片详情信息。您可依次查看,或根据标注类别选择具体的标签进行查看。</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="322" style="width:718px;height:322px"><div class="rc-image image-with-preview"><img alt="模型评测-测试集数据详情" class="rc-image-img" style="height:322px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/13abba4cfb38fa70a85e005e14271701.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">对于模型在测试集上的badcase,可单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">基本信息</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">中</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">badcase数量</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">对应的</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">查看</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">,进入到对应的页面进行查看。由于badcase访问需要产生对象存储COS的请求和流量费用,因此图片默认是不展示的。请将</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">预览badcase图片</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">开关打开后查看详情。</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="381" style="width:718px;height:381px"><div class="rc-image image-with-preview"><img alt="模型评测-评测图片badcase" class="rc-image-img" style="height:381px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/6ced66fabd54de1e1c68f33ae8ea1a54.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> 可通过筛选正确结果、预测结果对应的标签快速了解模型表现,以便于制定有针对性的模型优化计划。</span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">2.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">查看模型整体指标,包含精确率、召回率、F1-Score。</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="144" style="width:718px;height:144px"><div class="rc-image image-with-preview"><img alt="模型评测-整体指标" class="rc-image-img" style="height:144px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/fd9dcc3c981534622ec4ccba320dec11.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">精确率:表示预测结果为正类的样本中,真正的正样本比例。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">召回率:实际图片类别被检测到的比率。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">全局阈值:默认为80%,可按步长为5进行数值调整。通过调整阈值,可以权衡精确率和召回率,以判断模型是否符合实际业务场景的需求。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">F1-Score:F1-Score 通常用于概括分类模型的性能,它结合了精确率和召回率两个指标。计算公式为: F1 = (2 </span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">*</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> 精确率 </span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">*</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> 召回率)/ (精确率 + 召回率)。</span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">3.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">查看模型的PR曲线,横轴表示Recall(召回率),纵轴表示Precision(精确率),鼠标hover至曲线上可查看每个类别对应的精确率、召回率及阈值。</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="186" style="width:718px;height:186px"><div class="rc-image image-with-preview"><img alt="模型评测-进阶指标-PR曲线" class="rc-image-img" style="height:186px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/9b4085e7191e39d9e61a622f9c5766ec.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">4.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">在PR曲线下方提供每个类别对应的预测结果及指标。可通过调整右侧面板中的</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">阈值</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">,查看不同阈值对应的精度、召回率及F1-Score。同时在左侧表格中,可以单击分类错误的数量查看每个类别下对应的badcase。</span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="272" style="width:718px;height:272px"><div class="rc-image image-with-preview"><img alt="模型评测-进阶指标-分类别指标" class="rc-image-img" style="height:272px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/c2aec2901f43fc3831cc422b151e77d8.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><div class="anchor-element"><h3 data-slate-node="element" class="" id=".E6.AD.A5.E9.AA.A44.EF.BC.9A.E4.B8.80.E9.94.AE.E5.8F.91.E5.B8.83"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">步骤4:一键发布</span></span></span></h3></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">1.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">模型评测结束后,可单击下一步,进入一键发布页面,快速将训练得到的模型部署为在线预测服务。</span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">计费模式:可选择按量计费或包年包月。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">算力规格:按需选择模型部署所需的算力。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">最长运行时长:为节省资源您可设置最长运行时长,服务将按照设置时长停止。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">一键发布</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">按钮进行模型发布,如果计费模式选择按量计费,则会预先冻结所选配置2个小时的费用,需要保证账户余额能满足您的业务要求。</span></span></span></span></div><div data-slate-node="element" class="tse-markdown-ol"><span contenteditable="false" class="tse-markdown-ol-order">2.<!-- --> </span><span class="tse-markdown-ol-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">一键发布</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">后,进入到发布页面:</span></span></span></span></div><div class="tse-level-1" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span><div class="element image inline-image" data-slate-node="element" data-slate-inline="true" data-slate-void="true"><div contenteditable="false" class="image-inner"><figure class="image-figure read-only"><div class="image-container" data-width="718" data-height="379" style="width:718px;height:379px"><div class="rc-image image-with-preview"><img alt="一键发布-上传图片进行测试" class="rc-image-img" style="height:379px;width:718px" src="https://qcloudimg.tencent-cloud.cn/image/document/9f72c278cb448da970c7683ed6d7b4f6.png"/></div></div></figure></div><span data-slate-spacer="true" style="height:0;color:transparent;outline:none;position:absolute"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="z" data-slate-length="0"></span></span></span></span></div><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-zero-width="n" data-slate-length="0"><br/></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">运行状态:显示预测服务当前所处的状态。如您不再需要此服务,可单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">停止</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">,停止该服务。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">在线预测服务:单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">查看服务</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">,进入该服务对应的详情页面。包含服务的基本信息、实例列表、监控、事件、日志、更新记录。详情可查看 </span></span></span><a class="ref" href="https://cloud.tencent.com/document/product/851/74143" title="https://cloud.tencent.com/document/product/851/74143" target="_blank" data-slate-node="element" data-slate-inline="true"><span contenteditable="false"></span><span class="content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">在线服务运营</span></span></span></span><span contenteditable="false"></span></a><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">。 </span></span></span></span></div><div data-slate-node="element" class="tse-level-1 tse-markdown-ul"><span contenteditable="false" class="tse-ul-symbol"></span><span class="tse-ul-content"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">服务测试:服务测试区域,您可单击</span></span></span><span data-slate-node="text"><span data-slate-leaf="true"><b><span data-slate-string="true">点击上传</span></b></span></span><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true">按钮,上传新的测试图片,查看模型的预测结果。 </span></span></span></span></div><div class="tse-hint info tse-level-2" data-slate-node="element"><div class="" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><b><span style="color:inherit"><span data-slate-string="true">说明</span></span></b></span></span></div><div class="" data-slate-node="element"><span data-slate-node="text"><span data-slate-leaf="true"><span data-slate-string="true"> 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TSF(私有云)\",\"dictId\":0},{\"id\":1621,\"pid\":1617,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"https://cloud.tencent.com/privatecloud\",\"slug\":\"more-p\",\"title\":\"更多\",\"dictId\":0}]},{\"id\":1384,\"pid\":0,\"groupId\":110,\"iconUrl\":\"https://main.qcloudimg.com/image/product/546/16_16/blue.svg\",\"url\":\"\",\"slug\":\"basic-solution-catalog\",\"title\":\"通用解决方案\",\"dictId\":546,\"children\":[{\"id\":1458,\"pid\":1384,\"groupId\":0,\"iconUrl\":\"https://qcloudimg.tencent-cloud.cn/raw/23fbb54e16a737bad0ea66dcb9b7f91f.svg\",\"url\":\"/document/product/1458\",\"slug\":\"TRP\",\"title\":\"腾讯安心平台\",\"dictId\":2733},{\"id\":1651,\"pid\":1384,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1651\",\"slug\":\"ssc\",\"title\":\"企业共享服务中心\",\"dictId\":0}]},{\"id\":1389,\"pid\":0,\"groupId\":110,\"iconUrl\":\"https://main.qcloudimg.com/image/product/2354/16_16/blue.svg\",\"url\":\"\",\"slug\":\"industry-solution-catalog\",\"title\":\"行业解决方案\",\"dictId\":2354,\"children\":[{\"id\":304,\"pid\":1389,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/304\",\"slug\":\"finance\",\"title\":\"金融云\",\"dictId\":0},{\"id\":1358,\"pid\":1389,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1358\",\"slug\":\"living-record\",\"title\":\"直播录制\",\"dictId\":0},{\"id\":680,\"pid\":1389,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/680\",\"slug\":\"tic\",\"title\":\"在线教育互动课堂\",\"dictId\":0},{\"id\":1406,\"pid\":1389,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1406\",\"slug\":\"imd\",\"title\":\"沉浸式媒体\",\"dictId\":0},{\"id\":633,\"pid\":1389,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/633\",\"slug\":\"e-commerce\",\"title\":\"电商\",\"dictId\":0}]},{\"id\":1390,\"pid\":0,\"groupId\":110,\"iconUrl\":\"https://main.qcloudimg.com/image/product/2377/16_16/blue.svg\",\"url\":\"\",\"slug\":\"wechat-solution-catalog\",\"title\":\"微信解决方案\",\"dictId\":2377,\"children\":[{\"id\":1078,\"pid\":1390,\"groupId\":0,\"iconUrl\":\"https://main.qcloudimg.com/raw/305769c23c3b205a346be939b7c43bab.svg\",\"url\":\"/document/product/1078\",\"slug\":\"bizlive\",\"title\":\"小程序 · 云直播\",\"dictId\":2339}]},{\"id\":1391,\"pid\":0,\"groupId\":111,\"iconUrl\":\"https://qcloudimg.tencent-cloud.cn/raw/871f7b8134d6f96434ce7f1d2715a206.svg\",\"url\":\"\",\"slug\":\"user-service\",\"title\":\"用户服务\",\"dictId\":0,\"children\":[{\"id\":378,\"pid\":1391,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/product/378\",\"slug\":\"account\",\"title\":\"账号相关\",\"dictId\":2342},{\"id\":567,\"pid\":1391,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/product/567\",\"slug\":\"console\",\"title\":\"控制台相关\",\"dictId\":0},{\"id\":1263,\"pid\":1391,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1263\",\"slug\":\"message\",\"title\":\"消息中心\",\"dictId\":2363},{\"id\":555,\"pid\":1391,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/product/555\",\"slug\":\"billing\",\"title\":\"计费相关\",\"dictId\":2343},{\"id\":578,\"pid\":1391,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/buy-guide\",\"slug\":\"buyguide\",\"title\":\"购买指导\",\"dictId\":0},{\"id\":855,\"pid\":1391,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/product/855\",\"slug\":\"activity\",\"title\":\"活动相关\",\"dictId\":0},{\"id\":1103,\"pid\":1391,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1103\",\"slug\":\"sp\",\"title\":\"服务计划\",\"dictId\":0},{\"id\":1018,\"pid\":1391,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1018\",\"slug\":\"expert-support\",\"title\":\"护航服务\",\"dictId\":0},{\"id\":282,\"pid\":1391,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/product/282\",\"slug\":\"contactus\",\"title\":\"联系我们\",\"dictId\":0}]},{\"id\":1392,\"pid\":0,\"groupId\":111,\"iconUrl\":\"https://qcloudimg.tencent-cloud.cn/raw/45c931dd662deefd8a474712b91613d5.svg\",\"url\":\"\",\"slug\":\"cldec\",\"title\":\"云生态\",\"dictId\":0,\"children\":[{\"id\":306,\"pid\":1392,\"groupId\":0,\"iconUrl\":\"https://main.qcloudimg.com/image/product/2332/32_32/blue.svg\",\"url\":\"/document/product/306\",\"slug\":\"market\",\"title\":\"云市场\",\"dictId\":2332},{\"id\":658,\"pid\":1392,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/product/658\",\"slug\":\"laboratory\",\"title\":\"产业互联网学堂\",\"dictId\":0},{\"id\":1212,\"pid\":1392,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1212\",\"slug\":\"developer\",\"title\":\"腾讯云开发者\",\"dictId\":0},{\"id\":563,\"pid\":1392,\"groupId\":0,\"iconUrl\":\"https://main.qcloudimg.com/raw/d7165bcfd9cccd139fd9ee900e1f2df7.svg\",\"url\":\"/document/product/563\",\"slug\":\"aqudao\",\"title\":\"渠道合作伙伴\",\"dictId\":0}]},{\"id\":1393,\"pid\":0,\"groupId\":111,\"iconUrl\":\"https://qcloudimg.tencent-cloud.cn/raw/b4a7439691b0f9bb83d8b1e7464b9fb7.svg\",\"url\":\"\",\"slug\":\"more-service\",\"title\":\"更多\",\"dictId\":0,\"children\":[{\"id\":363,\"pid\":1393,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/product/363\",\"slug\":\"identification\",\"title\":\"认证信息\",\"dictId\":0},{\"id\":301,\"pid\":1393,\"groupId\":0,\"iconUrl\":null,\"url\":\"/document/product/301\",\"slug\":\"policy\",\"title\":\"政策与规范\",\"dictId\":0},{\"id\":1293,\"pid\":1393,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1293\",\"slug\":\"analyst-reports\",\"title\":\"分析师报告\",\"dictId\":0},{\"id\":1121,\"pid\":1393,\"groupId\":0,\"iconUrl\":\"\",\"url\":\"/document/product/1121\",\"slug\":\"glossary\",\"title\":\"词汇表\",\"dictId\":0}]}]],\"recommend\":[{\"title\":\"云服务器\",\"link\":\"/document/product/213\",\"key\":\"faq.cvm\"},{\"title\":\"网站备案\",\"link\":\"/document/product/243\",\"key\":\"faq.beian\"},{\"title\":\"即时通信 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class=\\\"tea-editable rich-editable tse-editable\\\" data-tslate-sdk-version=\\\"0.1.13\\\" data-slate-editor=\\\"true\\\" data-slate-node=\\\"value\\\" contenteditable=\\\"false\\\" zindex=\\\"-1\\\" style=\\\"position:relative;outline:none;white-space:pre-wrap;word-wrap:break-word\\\"\u003e\u003cdiv class=\\\"anchor-element\\\"\u003e\u003ch2 data-slate-node=\\\"element\\\" class=\\\"\\\" id=\\\".E6.93.8D.E4.BD.9C.E8.83.8C.E6.99.AF\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e操作背景\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/h2\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003eTI-ONE 自动学习模块内置了常见深度学习场景,例如图片分类、目标检测,使用户仅需通过简单的配置即可完成深度学习模型构建、评测、发布等模型生命周期全流程工作。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e为了方便您有效地使用 TI-ONE 的自动学习,本文将通过一个图片分类案例向您演示使用流程。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"anchor-element\\\"\u003e\u003ch2 data-slate-node=\\\"element\\\" class=\\\"\\\" id=\\\".E5.89.8D.E6.8F.90.E6.9D.A1.E4.BB.B6\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e前提条件\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/h2\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e完成 TI-ONE 服务注册与开通,请参考 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003ca class=\\\"ref\\\" href=\\\"https://cloud.tencent.com/document/product/851/74113\\\" title=\\\"https://cloud.tencent.com/document/product/851/74113\\\" target=\\\"_blank\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\"\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e账号和权限说明\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e开通 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003ca class=\\\"ref\\\" href=\\\"https://console.cloud.tencent.com/cos\\\" title=\\\"https://console.cloud.tencent.com/cos\\\" target=\\\"_blank\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\"\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e对象存储 COS \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e服务并完成 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003ca class=\\\"ref\\\" href=\\\"https://cloud.tencent.com/document/product/436/13309\\\" title=\\\"https://cloud.tencent.com/document/product/436/13309\\\" target=\\\"_blank\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\"\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e存储桶创建\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e在数据中心 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003ca class=\\\"ref\\\" href=\\\"https://cloud.tencent.com/document/product/851/74157\\\" title=\\\"https://cloud.tencent.com/document/product/851/74157\\\" target=\\\"_blank\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\"\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e上传\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e 带有标注标签的数据或对数据进行 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003ca class=\\\"ref\\\" href=\\\"https://cloud.tencent.com/document/product/851/74156\\\" title=\\\"https://cloud.tencent.com/document/product/851/74156\\\" target=\\\"_blank\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\"\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e标注\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e使用按量计费类型资源会预先冻结所选配置2个小时的使用费用,若您的现金账户余额不足,请先进行充值。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"anchor-element\\\"\u003e\u003ch2 data-slate-node=\\\"element\\\" class=\\\"\\\" id=\\\".E4.BD.BF.E7.94.A8.E8.87.AA.E5.8A.A8.E5.AD.A6.E4.B9.A0.E8.BF.9B.E8.A1.8C.E5.9B.BE.E7.89.87.E5.88.86.E7.B1.BB.E6.A8.A1.E5.9E.8B.E8.AE.AD.E7.BB.83\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e使用自动学习进行图片分类模型训练\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/h2\u003e\u003c/div\u003e\u003cdiv class=\\\"anchor-element\\\"\u003e\u003ch3 data-slate-node=\\\"element\\\" class=\\\"\\\" id=\\\".E6.AD.A5.E9.AA.A41.EF.BC.9A.E6.96.B0.E5.BB.BA.E4.BB.BB.E5.8A.A1\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e步骤1:新建任务\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/h3\u003e\u003c/div\u003e\u003cdiv class=\\\"\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e进入\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e自动学习 \u0026gt; 立即开始\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e,选择对应的区域,单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e新建任务\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e:\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"421\\\" style=\\\"width:718px;height:421px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"立即开始-新建任务\\\" class=\\\"rc-image-img\\\" style=\\\"height:421px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/e43125960db4db42c45de8805a79a023.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e单击后进入\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e新建任务\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e页面,用户需在此填写本次任务的任务名称、训练数据、训练输出路径、训练配置及训练资源配置等信息。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e1.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e填写\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e基本信息\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e:\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"tse-level-1\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"490\\\" style=\\\"width:718px;height:490px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"新建任务-配置任务-填写基本信息\\\" class=\\\"rc-image-img\\\" style=\\\"height:490px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/cad0ad8c70b85521f72b6bd7add01a25.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"n\\\" data-slate-length=\\\"0\\\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e2.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e填写\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e数据配置\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e:\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"tse-level-1\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"416\\\" style=\\\"width:718px;height:416px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"新建任务-配置任务-填写数据配置\\\" class=\\\"rc-image-img\\\" style=\\\"height:416px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/2b191fa455e4c53a9111782fddabad23.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e 其中: \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e是否增量训练:对于首次训练的任务,是否增量训练默认关闭。如果您需要基于某个已有训练任务进行模型的增量更新,可选择将该项开启。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e数据来源:您可选择数据中心中的数据或示例数据。数据中心的数据通常是您自己创建的数据集,示例数据为平台内置数据。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e3.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e填写\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练配置\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e:\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"tse-level-1\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"558\\\" style=\\\"width:718px;height:558px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"新建任务-配置任务-填写训练配置\\\" class=\\\"rc-image-img\\\" style=\\\"height:558px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/c4a5b278748020d60a4661a41f566dba.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e 其中: \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练偏好设置:可结合您的业务场景设置训练偏好,得到对应精度高或预测速度快或两者均衡的模型。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e期望准确率:可结合业务目标设置合理的期望准确率值,到达准确率后会为您自动停止训练。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e最长训练时长:默认为1小时,到达后任务会立即停止。该设置下,模型可能无法达到所需的训练效果,可结合实际情况对该项进行调整。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e 训练参数设置为可选项,自动学习会为您提供默认值。也可结合您的实际情况进行修改,可修改的训练参数包括: \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003eepochs:模型训练次数,可选择系统内置的值或进行自定义。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003elr:学习率,可选择系统内置的值或进行自定义。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003ebatch_size:训练批次大小,可选择系统内置的值或进行自定义。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003ewarmup:预热训练次数,可选择系统内置的值或进行自定义。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e4.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e填写训练资源配置,可按需选择按量计费或包年包月训练模式,确认后单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e下一步\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e。\\n单击下一步后,进入\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练模型\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e页面如您在单击下一步后离开\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练模型\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e页面,可至\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e任务管理\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e列表页重新找到该任务。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"anchor-element\\\"\u003e\u003ch3 data-slate-node=\\\"element\\\" class=\\\"\\\" id=\\\".E6.AD.A5.E9.AA.A42.EF.BC.9A.E8.AE.AD.E7.BB.83.E6.A8.A1.E5.9E.8B\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e步骤2:训练模型\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/h3\u003e\u003c/div\u003e\u003cdiv class=\\\"\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e在\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练模型\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e页,可以查看模型的运行状态及训练详情。页面展示信息如下: \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e1.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练状态\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"tse-level-1\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"803\\\" data-height=\\\"268\\\" style=\\\"width:803px;height:268px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"\\\" class=\\\"rc-image-img\\\" style=\\\"height:268px;width:803px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/9d5fb4a84fd8d53ec79da4362b892403.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"n\\\" data-slate-length=\\\"0\\\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e已运行时长:展示模型训练任务已经运行的时长。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e最长运行时长:为本任务在\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e配置任务\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e页所设置的值,本例中为1小时。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练进度:展示模型训练任务进度及训练任务当前所处阶段。如果您不再需要本次训练任务,可以单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e停止\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e按钮。如果训练意外中断,可单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e重启\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e按钮\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e2.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练详情\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e实时指标:展示模型训练过程中的实时指标,包含横坐标为epoch(模型训练次数), 纵坐标为具体指标所对应的数值。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"275\\\" style=\\\"width:718px;height:275px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"训练模型-训练详情-训练实时指标\\\" class=\\\"rc-image-img\\\" style=\\\"height:275px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/a545aa0e1f52a2f71a38c5dbcf2a56a8.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e训练日志:展示模型训练过程中产生的日志详情,支持自动刷新及检索分析。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"358\\\" style=\\\"width:718px;height:358px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"训练模型-训练详情-训练日志\\\" class=\\\"rc-image-img\\\" style=\\\"height:358px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/f980bdf5bb2c57fb88b8d1f338f35e30.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e3.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e图片分类训练指标说明: \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003eaccuracy:正确预测图片的数量 / 图片总数量。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003evalid_top1_accuracy:验证集预测结果中,排名第一的类别里面正确预测的准确率。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003evalid_top5_accuracy:验证集预测结果中,排名前五的类别里面正确预测的准确率。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003eloss:损失值,代表模型预测与目标之间的距离。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"anchor-element\\\"\u003e\u003ch3 data-slate-node=\\\"element\\\" class=\\\"\\\" id=\\\".E6.AD.A5.E9.AA.A43.EF.BC.9A.E6.A8.A1.E5.9E.8B.E8.AF.84.E6.B5.8B\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e步骤3:模型评测\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/h3\u003e\u003c/div\u003e\u003cdiv class=\\\"\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e模型评测提供基于测试集的模型表现信息。包含模型评测任务基本信息(如评测时长、评测图片数量、badcase数量),整体指标(可通过定义不同的全局阈值查看模型的精确率、召回率、F1-Score),PR曲线。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e1.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e查看模型评测的基本信息,包含测试集、评测时长、评测图片数量、badcase数量等。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"131\\\" style=\\\"width:718px;height:131px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"模型评测-基本信息\\\" class=\\\"rc-image-img\\\" style=\\\"height:131px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/181ffa19d14e6cebdb84fabc97d0f965.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e如需查看测试数据集,请单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e测试集\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e对应的\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e查看\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e,单击后,可看到测试集的标签分布信息、各类别标签数量及标签占比。由于图片读取会产生COS请求及流量费用,因此,默认不展示测试集图片详情。如需展示图片详情,您可打开\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e详情展示\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e开关\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"381\\\" style=\\\"width:718px;height:381px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"模型评测-测试集数据预览\\\" class=\\\"rc-image-img\\\" style=\\\"height:381px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/549223fa2edb8996ce442bb88d399ac8.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e详情展示\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e后,会为您展示测试集中所包含的图片详情信息。您可依次查看,或根据标注类别选择具体的标签进行查看。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"322\\\" style=\\\"width:718px;height:322px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"模型评测-测试集数据详情\\\" class=\\\"rc-image-img\\\" style=\\\"height:322px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/13abba4cfb38fa70a85e005e14271701.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e对于模型在测试集上的badcase,可单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e基本信息\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e中\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003ebadcase数量\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e对应的\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e查看\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e,进入到对应的页面进行查看。由于badcase访问需要产生对象存储COS的请求和流量费用,因此图片默认是不展示的。请将\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e预览badcase图片\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e开关打开后查看详情。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"381\\\" style=\\\"width:718px;height:381px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"模型评测-评测图片badcase\\\" class=\\\"rc-image-img\\\" style=\\\"height:381px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/6ced66fabd54de1e1c68f33ae8ea1a54.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e 可通过筛选正确结果、预测结果对应的标签快速了解模型表现,以便于制定有针对性的模型优化计划。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e2.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e查看模型整体指标,包含精确率、召回率、F1-Score。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"144\\\" style=\\\"width:718px;height:144px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"模型评测-整体指标\\\" class=\\\"rc-image-img\\\" style=\\\"height:144px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/fd9dcc3c981534622ec4ccba320dec11.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e精确率:表示预测结果为正类的样本中,真正的正样本比例。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e召回率:实际图片类别被检测到的比率。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e全局阈值:默认为80%,可按步长为5进行数值调整。通过调整阈值,可以权衡精确率和召回率,以判断模型是否符合实际业务场景的需求。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003eF1-Score:F1-Score 通常用于概括分类模型的性能,它结合了精确率和召回率两个指标。计算公式为: F1 = (2 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e*\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e 精确率 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e*\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e 召回率)/ (精确率 + 召回率)。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e3.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e查看模型的PR曲线,横轴表示Recall(召回率),纵轴表示Precision(精确率),鼠标hover至曲线上可查看每个类别对应的精确率、召回率及阈值。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"186\\\" style=\\\"width:718px;height:186px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"模型评测-进阶指标-PR曲线\\\" class=\\\"rc-image-img\\\" style=\\\"height:186px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/9b4085e7191e39d9e61a622f9c5766ec.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e4.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e在PR曲线下方提供每个类别对应的预测结果及指标。可通过调整右侧面板中的\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e阈值\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e,查看不同阈值对应的精度、召回率及F1-Score。同时在左侧表格中,可以单击分类错误的数量查看每个类别下对应的badcase。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"272\\\" style=\\\"width:718px;height:272px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"模型评测-进阶指标-分类别指标\\\" class=\\\"rc-image-img\\\" style=\\\"height:272px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/c2aec2901f43fc3831cc422b151e77d8.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"anchor-element\\\"\u003e\u003ch3 data-slate-node=\\\"element\\\" class=\\\"\\\" id=\\\".E6.AD.A5.E9.AA.A44.EF.BC.9A.E4.B8.80.E9.94.AE.E5.8F.91.E5.B8.83\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e步骤4:一键发布\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/h3\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e1.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e模型评测结束后,可单击下一步,进入一键发布页面,快速将训练得到的模型部署为在线预测服务。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e计费模式:可选择按量计费或包年包月。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e算力规格:按需选择模型部署所需的算力。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e最长运行时长:为节省资源您可设置最长运行时长,服务将按照设置时长停止。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e一键发布\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e按钮进行模型发布,如果计费模式选择按量计费,则会预先冻结所选配置2个小时的费用,需要保证账户余额能满足您的业务要求。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-markdown-ol\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-markdown-ol-order\\\"\u003e2.\u003c!-- --\u003e \u003c/span\u003e\u003cspan class=\\\"tse-markdown-ol-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e一键发布\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e后,进入到发布页面:\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"tse-level-1\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cdiv class=\\\"element image inline-image\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\" data-slate-void=\\\"true\\\"\u003e\u003cdiv contenteditable=\\\"false\\\" class=\\\"image-inner\\\"\u003e\u003cfigure class=\\\"image-figure read-only\\\"\u003e\u003cdiv class=\\\"image-container\\\" data-width=\\\"718\\\" data-height=\\\"379\\\" style=\\\"width:718px;height:379px\\\"\u003e\u003cdiv class=\\\"rc-image image-with-preview\\\"\u003e\u003cimg alt=\\\"一键发布-上传图片进行测试\\\" class=\\\"rc-image-img\\\" style=\\\"height:379px;width:718px\\\" src=\\\"https://qcloudimg.tencent-cloud.cn/image/document/9f72c278cb448da970c7683ed6d7b4f6.png\\\"/\u003e\u003c/div\u003e\u003c/div\u003e\u003c/figure\u003e\u003c/div\u003e\u003cspan data-slate-spacer=\\\"true\\\" style=\\\"height:0;color:transparent;outline:none;position:absolute\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"z\\\" data-slate-length=\\\"0\\\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-zero-width=\\\"n\\\" data-slate-length=\\\"0\\\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e运行状态:显示预测服务当前所处的状态。如您不再需要此服务,可单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e停止\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e,停止该服务。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e在线预测服务:单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e查看服务\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e,进入该服务对应的详情页面。包含服务的基本信息、实例列表、监控、事件、日志、更新记录。详情可查看 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003ca class=\\\"ref\\\" href=\\\"https://cloud.tencent.com/document/product/851/74143\\\" title=\\\"https://cloud.tencent.com/document/product/851/74143\\\" target=\\\"_blank\\\" data-slate-node=\\\"element\\\" data-slate-inline=\\\"true\\\"\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e在线服务运营\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan contenteditable=\\\"false\\\"\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv data-slate-node=\\\"element\\\" class=\\\"tse-level-1 tse-markdown-ul\\\"\u003e\u003cspan contenteditable=\\\"false\\\" class=\\\"tse-ul-symbol\\\"\u003e\u003c/span\u003e\u003cspan class=\\\"tse-ul-content\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e服务测试:服务测试区域,您可单击\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e点击上传\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e按钮,上传新的测试图片,查看模型的预测结果。 \u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"tse-hint info tse-level-2\\\" data-slate-node=\\\"element\\\"\u003e\u003cdiv class=\\\"\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan style=\\\"color:inherit\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e说明\u003c/span\u003e\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv class=\\\"\\\" data-slate-node=\\\"element\\\"\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e 如果识别结果显示暂无数据,可通过\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cb\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e调整置信度\u003c/span\u003e\u003c/b\u003e\u003c/span\u003e\u003c/span\u003e\u003cspan data-slate-node=\\\"text\\\"\u003e\u003cspan data-slate-leaf=\\\"true\\\"\u003e\u003cspan data-slate-string=\\\"true\\\"\u003e,对显示结果进行过滤。\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e\",\"showToc\":true,\"toc\":\"\u003cli\u003e\u003ca href=\\\"#.E6.93.8D.E4.BD.9C.E8.83.8C.E6.99.AF\\\" title=\\\"操作背景\\\"\u003e操作背景\u003c/a\u003e\u003c/li\u003e\u003cli\u003e\u003ca href=\\\"#.E5.89.8D.E6.8F.90.E6.9D.A1.E4.BB.B6\\\" title=\\\"前提条件\\\"\u003e前提条件\u003c/a\u003e\u003c/li\u003e\u003cli\u003e\u003ca href=\\\"#.E4.BD.BF.E7.94.A8.E8.87.AA.E5.8A.A8.E5.AD.A6.E4.B9.A0.E8.BF.9B.E8.A1.8C.E5.9B.BE.E7.89.87.E5.88.86.E7.B1.BB.E6.A8.A1.E5.9E.8B.E8.AE.AD.E7.BB.83\\\" title=\\\"使用自动学习进行图片分类模型训练\\\"\u003e使用自动学习进行图片分类模型训练\u003c/a\u003e\u003cul class=\\\"tea-slate-sdk-toc-list no-border\\\"\u003e\u003cli\u003e\u003ca href=\\\"#.E6.AD.A5.E9.AA.A41.EF.BC.9A.E6.96.B0.E5.BB.BA.E4.BB.BB.E5.8A.A1\\\" title=\\\"步骤1:新建任务\\\"\u003e步骤1:新建任务\u003c/a\u003e\u003c/li\u003e\u003cli\u003e\u003ca href=\\\"#.E6.AD.A5.E9.AA.A42.EF.BC.9A.E8.AE.AD.E7.BB.83.E6.A8.A1.E5.9E.8B\\\" title=\\\"步骤2:训练模型\\\"\u003e步骤2:训练模型\u003c/a\u003e\u003c/li\u003e\u003cli\u003e\u003ca href=\\\"#.E6.AD.A5.E9.AA.A43.EF.BC.9A.E6.A8.A1.E5.9E.8B.E8.AF.84.E6.B5.8B\\\" title=\\\"步骤3:模型评测\\\"\u003e步骤3:模型评测\u003c/a\u003e\u003c/li\u003e\u003cli\u003e\u003ca href=\\\"#.E6.AD.A5.E9.AA.A44.EF.BC.9A.E4.B8.80.E9.94.AE.E5.8F.91.E5.B8.83\\\" title=\\\"步骤4:一键发布\\\"\u003e步骤4:一键发布\u003c/a\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/li\u003e\",\"recentReleaseTime\":\"2023-12-14 17:24:18\",\"videoConfig\":{\"position\":\"top\"},\"githubUrl\":\"https://github.com/tencentyun/qcloud-documents/blob/master/product/大数据与AI/腾讯云TI-ONE/新版文档/最佳实践/使用自动学习构建模型-图片分类.md\",\"isSlate\":true,\"writeNodeId\":\"95162766424895488\",\"displayEditEntry\":true,\"slate\":\"\\\"[{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"操作背景\\\\\\\"}],\\\\\\\"nodeId\\\\\\\":\\\\\\\".E6.93.8D.E4.BD.9C.E8.83.8C.E6.99.AF\\\\\\\",\\\\\\\"type\\\\\\\":\\\\\\\"h2\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"TI-ONE 自动学习模块内置了常见深度学习场景,例如图片分类、目标检测,使用户仅需通过简单的配置即可完成深度学习模型构建、评测、发布等模型生命周期全流程工作。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"为了方便您有效地使用 TI-ONE 的自动学习,本文将通过一个图片分类案例向您演示使用流程。\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"前提条件\\\\\\\"}],\\\\\\\"nodeId\\\\\\\":\\\\\\\".E5.89.8D.E6.8F.90.E6.9D.A1.E4.BB.B6\\\\\\\",\\\\\\\"type\\\\\\\":\\\\\\\"h2\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"完成 TI-ONE 服务注册与开通,请参考 \\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"账号和权限说明\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"ref\\\\\\\",\\\\\\\"props\\\\\\\":{\\\\\\\"type\\\\\\\":\\\\\\\"link\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fcloud.tencent.com\\\\u002Fdocument\\\\u002Fproduct\\\\u002F851\\\\u002F74113\\\\\\\"},\\\\\\\"linkTitle\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fcloud.tencent.com\\\\u002Fdocument\\\\u002Fproduct\\\\u002F851\\\\u002F74113\\\\\\\",\\\\\\\"linkTarget\\\\\\\":\\\\\\\"blank\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"开通 \\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"对象存储 COS \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"ref\\\\\\\",\\\\\\\"props\\\\\\\":{\\\\\\\"type\\\\\\\":\\\\\\\"link\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fconsole.cloud.tencent.com\\\\u002Fcos\\\\\\\"},\\\\\\\"linkTitle\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fconsole.cloud.tencent.com\\\\u002Fcos\\\\\\\",\\\\\\\"linkTarget\\\\\\\":\\\\\\\"blank\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"服务并完成 \\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"存储桶创建\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"ref\\\\\\\",\\\\\\\"props\\\\\\\":{\\\\\\\"type\\\\\\\":\\\\\\\"link\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fcloud.tencent.com\\\\u002Fdocument\\\\u002Fproduct\\\\u002F436\\\\u002F13309\\\\\\\"},\\\\\\\"linkTitle\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fcloud.tencent.com\\\\u002Fdocument\\\\u002Fproduct\\\\u002F436\\\\u002F13309\\\\\\\",\\\\\\\"linkTarget\\\\\\\":\\\\\\\"blank\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"。\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"在数据中心 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其中: \\\\\\\"}],\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"训练偏好设置:可结合您的业务场景设置训练偏好,得到对应精度高或预测速度快或两者均衡的模型。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"期望准确率:可结合业务目标设置合理的期望准确率值,到达准确率后会为您自动停止训练。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"最长训练时长:默认为1小时,到达后任务会立即停止。该设置下,模型可能无法达到所需的训练效果,可结合实际情况对该项进行调整。\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\" 训练参数设置为可选项,自动学习会为您提供默认值。也可结合您的实际情况进行修改,可修改的训练参数包括: \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"epochs:模型训练次数,可选择系统内置的值或进行自定义。 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\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"oli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"accuracy:正确预测图片的数量 \\\\u002F 图片总数量。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"valid_top1_accuracy:验证集预测结果中,排名第一的类别里面正确预测的准确率。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"valid_top5_accuracy:验证集预测结果中,排名前五的类别里面正确预测的准确率。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"loss:损失值,代表模型预测与目标之间的距离。\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"步骤3:模型评测\\\\\\\"}],\\\\\\\"nodeId\\\\\\\":\\\\\\\".E6.AD.A5.E9.AA.A43.EF.BC.9A.E6.A8.A1.E5.9E.8B.E8.AF.84.E6.B5.8B\\\\\\\",\\\\\\\"type\\\\\\\":\\\\\\\"h3\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"模型评测提供基于测试集的模型表现信息。包含模型评测任务基本信息(如评测时长、评测图片数量、badcase数量),整体指标(可通过定义不同的全局阈值查看模型的精确率、召回率、F1-Score),PR曲线。\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"p\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"查看模型评测的基本信息,包含测试集、评测时长、评测图片数量、badcase数量等。\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"image\\\\\\\",\\\\\\\"inline\\\\\\\":true,\\\\\\\"alt\\\\\\\":\\\\\\\"模型评测-基本信息\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fqcloudimg.tencent-cloud.cn\\\\u002Fimage\\\\u002Fdocument\\\\u002F181ffa19d14e6cebdb84fabc97d0f965.png\\\\\\\",\\\\\\\"naturalSize\\\\\\\":[718,131],\\\\\\\"size\\\\\\\":[718,131]},{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"oli\\\\\\\",\\\\\\\"start\\\\\\\":true},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"如需查看测试数据集,请单击\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"测试集\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"对应的\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"查看\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\",单击后,可看到测试集的标签分布信息、各类别标签数量及标签占比。由于图片读取会产生COS请求及流量费用,因此,默认不展示测试集图片详情。如需展示图片详情,您可打开\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"详情展示\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"开关\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"image\\\\\\\",\\\\\\\"inline\\\\\\\":true,\\\\\\\"alt\\\\\\\":\\\\\\\"模型评测-测试集数据预览\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fqcloudimg.tencent-cloud.cn\\\\u002Fimage\\\\u002Fdocument\\\\u002F549223fa2edb8996ce442bb88d399ac8.png\\\\\\\",\\\\\\\"naturalSize\\\\\\\":[718,381],\\\\\\\"size\\\\\\\":[718,381]},{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"单击\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"详情展示\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"后,会为您展示测试集中所包含的图片详情信息。您可依次查看,或根据标注类别选择具体的标签进行查看。\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"image\\\\\\\",\\\\\\\"inline\\\\\\\":true,\\\\\\\"alt\\\\\\\":\\\\\\\"模型评测-测试集数据详情\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fqcloudimg.tencent-cloud.cn\\\\u002Fimage\\\\u002Fdocument\\\\u002F13abba4cfb38fa70a85e005e14271701.png\\\\\\\",\\\\\\\"naturalSize\\\\\\\":[718,322],\\\\\\\"size\\\\\\\":[718,322]},{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"对于模型在测试集上的badcase,可单击\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"基本信息\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"中\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"badcase数量\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"对应的\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"查看\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\",进入到对应的页面进行查看。由于badcase访问需要产生对象存储COS的请求和流量费用,因此图片默认是不展示的。请将\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"预览badcase图片\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"开关打开后查看详情。\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"image\\\\\\\",\\\\\\\"inline\\\\\\\":true,\\\\\\\"alt\\\\\\\":\\\\\\\"模型评测-评测图片badcase\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fqcloudimg.tencent-cloud.cn\\\\u002Fimage\\\\u002Fdocument\\\\u002F6ced66fabd54de1e1c68f33ae8ea1a54.png\\\\\\\",\\\\\\\"naturalSize\\\\\\\":[718,381],\\\\\\\"size\\\\\\\":[718,381]},{\\\\\\\"text\\\\\\\":\\\\\\\" 可通过筛选正确结果、预测结果对应的标签快速了解模型表现,以便于制定有针对性的模型优化计划。\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"查看模型整体指标,包含精确率、召回率、F1-Score。\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"image\\\\\\\",\\\\\\\"inline\\\\\\\":true,\\\\\\\"alt\\\\\\\":\\\\\\\"模型评测-整体指标\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fqcloudimg.tencent-cloud.cn\\\\u002Fimage\\\\u002Fdocument\\\\u002Ffd9dcc3c981534622ec4ccba320dec11.png\\\\\\\",\\\\\\\"naturalSize\\\\\\\":[718,144],\\\\\\\"size\\\\\\\":[718,144]},{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"oli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"精确率:表示预测结果为正类的样本中,真正的正样本比例。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"召回率:实际图片类别被检测到的比率。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"全局阈值:默认为80%,可按步长为5进行数值调整。通过调整阈值,可以权衡精确率和召回率,以判断模型是否符合实际业务场景的需求。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"F1-Score:F1-Score 通常用于概括分类模型的性能,它结合了精确率和召回率两个指标。计算公式为: F1 = (2 \\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"*\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\" 精确率 \\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"*\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\" 召回率)\\\\u002F (精确率 + 召回率)。\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"查看模型的PR曲线,横轴表示Recall(召回率),纵轴表示Precision(精确率),鼠标hover至曲线上可查看每个类别对应的精确率、召回率及阈值。\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"image\\\\\\\",\\\\\\\"inline\\\\\\\":true,\\\\\\\"alt\\\\\\\":\\\\\\\"模型评测-进阶指标-PR曲线\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fqcloudimg.tencent-cloud.cn\\\\u002Fimage\\\\u002Fdocument\\\\u002F9b4085e7191e39d9e61a622f9c5766ec.png\\\\\\\",\\\\\\\"naturalSize\\\\\\\":[718,186],\\\\\\\"size\\\\\\\":[718,186]},{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"oli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"在PR曲线下方提供每个类别对应的预测结果及指标。可通过调整右侧面板中的\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"阈值\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\",查看不同阈值对应的精度、召回率及F1-Score。同时在左侧表格中,可以单击分类错误的数量查看每个类别下对应的badcase。\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"image\\\\\\\",\\\\\\\"inline\\\\\\\":true,\\\\\\\"alt\\\\\\\":\\\\\\\"模型评测-进阶指标-分类别指标\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fqcloudimg.tencent-cloud.cn\\\\u002Fimage\\\\u002Fdocument\\\\u002Fc2aec2901f43fc3831cc422b151e77d8.png\\\\\\\",\\\\\\\"naturalSize\\\\\\\":[718,272],\\\\\\\"size\\\\\\\":[718,272]},{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"oli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"步骤4:一键发布\\\\\\\"}],\\\\\\\"nodeId\\\\\\\":\\\\\\\".E6.AD.A5.E9.AA.A44.EF.BC.9A.E4.B8.80.E9.94.AE.E5.8F.91.E5.B8.83\\\\\\\",\\\\\\\"type\\\\\\\":\\\\\\\"h3\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"模型评测结束后,可单击下一步,进入一键发布页面,快速将训练得到的模型部署为在线预测服务。\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"oli\\\\\\\",\\\\\\\"start\\\\\\\":true},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"计费模式:可选择按量计费或包年包月。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"算力规格:按需选择模型部署所需的算力。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"最长运行时长:为节省资源您可设置最长运行时长,服务将按照设置时长停止。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"单击\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"一键发布\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"按钮进行模型发布,如果计费模式选择按量计费,则会预先冻结所选配置2个小时的费用,需要保证账户余额能满足您的业务要求。\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"单击\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"一键发布\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"后,进入到发布页面:\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"oli\\\\\\\",\\\\\\\"start\\\\\\\":false},{\\\\\\\"type\\\\\\\":\\\\\\\"p\\\\\\\",\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"image\\\\\\\",\\\\\\\"inline\\\\\\\":true,\\\\\\\"alt\\\\\\\":\\\\\\\"一键发布-上传图片进行测试\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fqcloudimg.tencent-cloud.cn\\\\u002Fimage\\\\u002Fdocument\\\\u002F9f72c278cb448da970c7683ed6d7b4f6.png\\\\\\\",\\\\\\\"naturalSize\\\\\\\":[718,379],\\\\\\\"size\\\\\\\":[718,379]},{\\\\\\\"text\\\\\\\":\\\\\\\"\\\\\\\"}],\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"运行状态:显示预测服务当前所处的状态。如您不再需要此服务,可单击\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"停止\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\",停止该服务。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"在线预测服务:单击\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"查看服务\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\",进入该服务对应的详情页面。包含服务的基本信息、实例列表、监控、事件、日志、更新记录。详情可查看 \\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"在线服务运营\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"ref\\\\\\\",\\\\\\\"props\\\\\\\":{\\\\\\\"type\\\\\\\":\\\\\\\"link\\\\\\\",\\\\\\\"url\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fcloud.tencent.com\\\\u002Fdocument\\\\u002Fproduct\\\\u002F851\\\\u002F74143\\\\\\\"},\\\\\\\"linkTitle\\\\\\\":\\\\\\\"https:\\\\u002F\\\\u002Fcloud.tencent.com\\\\u002Fdocument\\\\u002Fproduct\\\\u002F851\\\\u002F74143\\\\\\\",\\\\\\\"linkTarget\\\\\\\":\\\\\\\"blank\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"服务测试:服务测试区域,您可单击\\\\\\\"},{\\\\\\\"text\\\\\\\":\\\\\\\"点击上传\\\\\\\",\\\\\\\"b\\\\\\\":1},{\\\\\\\"text\\\\\\\":\\\\\\\"按钮,上传新的测试图片,查看模型的预测结果。 \\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"uli\\\\\\\",\\\\\\\"start\\\\\\\":false,\\\\\\\"indent\\\\\\\":1},{\\\\\\\"children\\\\\\\":[{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\"说明\\\\\\\",\\\\\\\"type\\\\\\\":\\\\\\\"text\\\\\\\",\\\\\\\"b\\\\\\\":1,\\\\\\\"color\\\\\\\":\\\\\\\"inherit\\\\\\\"}],\\\\\\\"type\\\\\\\":\\\\\\\"p\\\\\\\"},{\\\\\\\"children\\\\\\\":[{\\\\\\\"text\\\\\\\":\\\\\\\" 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