Deployed 9bcff00c with MkDocs version: 1.0.4

7e4803fe · baiyfbupt · 4aff1102 · 7e4803fe · 7e4803fe · 7e4803fe
25 changed file
--- a/404.html
+++ b/404.html
@@ -123,6 +123,11 @@
    <a class="" href="/model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="/model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/algo/algo/index.html
+++ b/algo/algo/index.html
@@ -179,6 +179,11 @@
    <a class="" href="../../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/api/analysis_api/index.html
+++ b/api/analysis_api/index.html
@@ -142,6 +142,11 @@
    <a class="" href="../../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/api/api_guide/index.html
+++ b/api/api_guide/index.html
@@ -130,6 +130,11 @@
    <a class="" href="../../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/api/nas_api/index.html
+++ b/api/nas_api/index.html
@@ -144,6 +144,11 @@
    <a class="" href="../../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/api/prune_api/index.html
+++ b/api/prune_api/index.html
@@ -148,6 +148,11 @@
    <a class="" href="../../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/api/quantization_api/index.html
+++ b/api/quantization_api/index.html
@@ -148,6 +148,11 @@
    <a class="" href="../../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/api/search_space/index.html
+++ b/api/search_space/index.html
@@ -147,6 +147,11 @@
    <a class="" href="../../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/api/single_distiller_api/index.html
+++ b/api/single_distiller_api/index.html
@@ -148,6 +148,11 @@
    <a class="" href="../../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/index.html
+++ b/index.html
@@ -148,6 +148,11 @@
    <a class="" href="model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;
@@ -298,5 +303,5 @@
 <!--
 MkDocs version : 1.0.4
-Build Date UTC : 2020-01-03 05:42:45
+Build Date UTC : 2020-01-03 08:14:21
 -->
--- a/model_zoo/index.html
+++ b/model_zoo/index.html
@@ -170,6 +170,11 @@
    <a class="" href="../model_zoo2/">模型库2</a>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;

--- a/model_zoo2/index.html
+++ b/model_zoo2/index.html
@@ -170,6 +170,11 @@
    </ul>
 	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../model_zoo3/">模型库3</a>
+	    </li>
        </ul>
      </div>
      &nbsp;
@@ -335,8 +340,8 @@
 <td align="center">-</td>
 <td align="center">8</td>
 <td align="center">41.4</td>
-<td align="center">-</td>
+<td align="center">xx</td>
-<td align="center">-</td>
+<td align="center">xx</td>
 <td align="center">xx</td>
 <td align="center"><a href="">下载链接</a></td>
 </tr>
@@ -345,8 +350,8 @@
 <td align="center">quant_post</td>
 <td align="center">8</td>
 <td align="center">xx</td>
-<td align="center">-</td>
+<td align="center">xx</td>
-<td align="center">-</td>
+<td align="center">xx</td>
 <td align="center">xx</td>
 <td align="center"><a href="">下载链接</a></td>
 </tr>
@@ -355,8 +360,8 @@
 <td align="center">quant_aware</td>
 <td align="center">8</td>
 <td align="center">xx</td>
-<td align="center">-</td>
+<td align="center">xx</td>
-<td align="center">-</td>
+<td align="center">xx</td>
 <td align="center">xx</td>
 <td align="center"><a href="">下载链接</a></td>
 </tr>
@@ -677,8 +682,8 @@
 <td align="center">COCO</td>
 <td align="center">8</td>
 <td align="center">41.4</td>
-<td align="center">-</td>
+<td align="center">xx</td>
-<td align="center">-</td>
+<td align="center">xx</td>
 <td align="center">xx</td>
 <td align="center">xx</td>
 <td align="center"><a href="">下载链接</a></td>
@@ -689,8 +694,8 @@
 <td align="center">COCO</td>
 <td align="center">8</td>
 <td align="center">xx</td>
-<td align="center">-</td>
+<td align="center">xx</td>
-<td align="center">-</td>
+<td align="center">xx</td>
 <td align="center">xx</td>
 <td align="center">xx</td>
 <td align="center"><a href="">下载链接</a></td>
@@ -856,6 +861,8 @@
    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+        <a href="../model_zoo3/" class="btn btn-neutral float-right" title="模型库3">Next <span class="icon icon-circle-arrow-right"></span></a>
        <a href="../model_zoo/" class="btn btn-neutral" title="模型库"><span class="icon icon-circle-arrow-left"></span> Previous</a>
@@ -888,6 +895,8 @@
        <span><a href="../model_zoo/" style="color: #fcfcfc;">&laquo; Previous</a></span>
+        <span style="margin-left: 15px"><a href="../model_zoo3/" style="color: #fcfcfc">Next &raquo;</a></span>
    </span>
 </div>
    <script>var base_url = '..';</script>

--- a/model_zoo3/index.html
+++ b/model_zoo3/index.html
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
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+  <title>模型库3 - PaddleSlim Docs</title>
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+  </script>
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+  <form id ="rtd-search-form" class="wy-form" action="../search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" title="Type search term here" />
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+	<ul class="current">
+            <li class="toctree-l1">
+    <a class="" href="..">Home</a>
+	    </li>
+            <li class="toctree-l1">
+    <span class="caption-text">API</span>
+    <ul class="subnav">
+                <li class="">
+    <a class="" href="../api/quantization_api/">量化</a>
+                </li>
+                <li class="">
+    <a class="" href="../api/prune_api/">剪枝与敏感度</a>
+                </li>
+                <li class="">
+    <a class="" href="../api/analysis_api/">模型分析</a>
+                </li>
+                <li class="">
+    <a class="" href="../api/single_distiller_api/">知识蒸馏</a>
+                </li>
+                <li class="">
+    <a class="" href="../api/nas_api/">SA搜索</a>
+                </li>
+                <li class="">
+    <a class="" href="../api/search_space/">搜索空间</a>
+                </li>
+                <li class="">
+    <a class="" href="../table_latency/">硬件延时评估表</a>
+                </li>
+    </ul>
+	    </li>
+            <li class="toctree-l1">
+    <span class="caption-text">教程</span>
+    <ul class="subnav">
+                <li class="">
+    <a class="" href="../tutorials/quant_post_demo/">离线量化</a>
+                </li>
+                <li class="">
+    <a class="" href="../tutorials/quant_aware_demo/">量化训练</a>
+                </li>
+                <li class="">
+    <a class="" href="../tutorials/quant_embedding_demo/">Embedding量化</a>
+                </li>
+                <li class="">
+    <a class="" href="../tutorials/nas_demo/">SA搜索</a>
+                </li>
+                <li class="">
+    <a class="" href="../tutorials/distillation_demo/">知识蒸馏</a>
+                </li>
+    </ul>
+	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../algo/algo/">算法原理</a>
+	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../model_zoo/">模型库</a>
+	    </li>
+            <li class="toctree-l1">
+    <a class="" href="../model_zoo2/">模型库2</a>
+	    </li>
+            <li class="toctree-l1 current">
+    <a class="current" href="./">模型库3</a>
+    <ul class="subnav">
+    <li class="toctree-l2"><a href="#1">1. 图象分类</a></li>
+    <li class="toctree-l2"><a href="#2">2. 目标检测</a></li>
+    <li class="toctree-l2"><a href="#3">3. 图像分割</a></li>
+    </ul>
+	    </li>
+        </ul>
+      </div>
+      &nbsp;
+    </nav>
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+      <nav class="wy-nav-top" role="navigation" aria-label="top navigation">
+        <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+        <a href="..">PaddleSlim Docs</a>
+      </nav>
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          <div role="navigation" aria-label="breadcrumbs navigation">
+  <ul class="wy-breadcrumbs">
+    <li><a href="..">Docs</a> &raquo;</li>
+    <li>模型库3</li>
+    <li class="wy-breadcrumbs-aside">
+        <a href="https://github.com/PaddlePaddle/PaddleSlim/edit/master/docs/model_zoo3.md"
+          class="icon icon-github"> Edit on GitHub</a>
+    </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main">
+            <div class="section">
+                <h3 id="1">1. 图象分类<a class="headerlink" href="#1" title="Permanent link">#</a></h3>
+<p>数据集：ImageNet1000类</p>
+<table>
+<thead>
+<tr>
+<th align="center">Model</th>
+<th align="center">压缩方法</th>
+<th align="center">Top-1/Top-5</th>
+<th align="center">模型大小（MB）</th>
+<th align="center">FLOPs</th>
+<th>下载</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td align="center">MobileNetV1</td>
+<td align="center">-</td>
+<td align="center">70.99%/89.68%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV1</td>
+<td align="center">quant_psot</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV1</td>
+<td align="center">quant_aware</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV1</td>
+<td align="center">uniform -xx%</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV1</td>
+<td align="center">sensitive -xx%</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV1</td>
+<td align="center">ResNet50_vd<sup><a href="#trans1">1</a></sup></td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV2</td>
+<td align="center">-</td>
+<td align="center">72.15%/90.65%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV2</td>
+<td align="center">quant_post</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV2</td>
+<td align="center">quant_aware</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV2</td>
+<td align="center">uniform -xx%</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV2</td>
+<td align="center">sensitive -xx%</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNetV2</td>
+<td align="center">ResNet50_vd<sup><a href="#trans1">1</a></sup></td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">ResNet34</td>
+<td align="center">-</td>
+<td align="center">74.57%/92.14%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">ResNet34</td>
+<td align="center">uniform -xx%</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">ResNet34</td>
+<td align="center">auto -xx%</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">ResNet50</td>
+<td align="center">-</td>
+<td align="center">76.50%/93.00%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">ResNet50</td>
+<td align="center">quant_post</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">ResNet50</td>
+<td align="center">quant_aware</td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">ResNet50</td>
+<td align="center">ResNet101<sup><a href="#trans2">2</a></sup></td>
+<td align="center">xx%/xx%</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td><a href="">下载链接</a></td>
+</tr>
+</tbody>
+</table>
+<h3 id="2">2. 目标检测<a class="headerlink" href="#2" title="Permanent link">#</a></h3>
+<p>数据集：COCO 2017 </p>
+<table>
+<thead>
+<tr>
+<th align="center">Model</th>
+<th align="center">压缩方法</th>
+<th align="center">数据集</th>
+<th align="center">Image/GPU</th>
+<th align="center">输入608 Box AP</th>
+<th align="center">输入416 Box AP</th>
+<th align="center">输入320 Box AP</th>
+<th align="center">模型大小(MB)</th>
+<th align="center">FLOPs</th>
+<th align="center">下载</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td align="center">MobileNet-V1-YOLOv3</td>
+<td align="center">-</td>
+<td align="center">Pasacl VOC</td>
+<td align="center">8</td>
+<td align="center">76.2</td>
+<td align="center">76.7</td>
+<td align="center">75.3</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNet-V1-YOLOv3</td>
+<td align="center">uniform  -xx%</td>
+<td align="center">Pasacl VOC</td>
+<td align="center">8</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNet-V1-YOLOv3</td>
+<td align="center">ResNet34-YOLOv3-VOC<sup><a href="#trans3">3</a></sup></td>
+<td align="center">Pasacl VOC</td>
+<td align="center">16</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNet-V1-YOLOv3</td>
+<td align="center">-</td>
+<td align="center">COCO</td>
+<td align="center">8</td>
+<td align="center">29.3</td>
+<td align="center">29.3</td>
+<td align="center">27.1</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNet-V1-YOLOv3</td>
+<td align="center">quant_post</td>
+<td align="center">COCO</td>
+<td align="center">8</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNet-V1-YOLOv3</td>
+<td align="center">quant_aware</td>
+<td align="center">COCO</td>
+<td align="center">8</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNet-V1-YOLOv3</td>
+<td align="center">uniform -xx%</td>
+<td align="center">COCO</td>
+<td align="center">8</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">MobileNet-V1-YOLOv3</td>
+<td align="center">ResNet34-YOLOv3-COCO<sup><a href="#trans4">4</a></sup></td>
+<td align="center">COCO</td>
+<td align="center">16</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">R50-dcn-YOLOv3 FP32</td>
+<td align="center">-</td>
+<td align="center">COCO</td>
+<td align="center">8</td>
+<td align="center">41.4</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">R50-dcn-YOLOv3</td>
+<td align="center">quant_post</td>
+<td align="center">COCO</td>
+<td align="center">8</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">R50-dcn-YOLOv3</td>
+<td align="center">quant_aware</td>
+<td align="center">COCO</td>
+<td align="center">8</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">R50-dcn-YOLOv3</td>
+<td align="center">uniform -xx%</td>
+<td align="center">COCO</td>
+<td align="center">8</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+</tbody>
+</table>
+<p>数据集：WIDER-FACE</p>
+<table>
+<thead>
+<tr>
+<th align="center">Model</th>
+<th align="center">压缩方法</th>
+<th align="center">Image/GPU</th>
+<th align="center">输入尺寸</th>
+<th align="center">Easy/Medium/Hard</th>
+<th align="center">模型大小（MB）</th>
+<th align="center">下载</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td align="center">BlazeFace</td>
+<td align="center">-</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">0.915/0.892/0.797</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">BlazeFace</td>
+<td align="center">quant_post</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">xx/xx/xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">BlazeFace</td>
+<td align="center">quant_aware</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">xx/xx/xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">BlazeFace-Lite</td>
+<td align="center">-</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">0.909/0.885/0.781</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">BlazeFace-Lite</td>
+<td align="center">quant_post</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">xx/xx/xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">BlazeFace-Lite</td>
+<td align="center">quant_aware</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">xx/xx/xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">BlazeFace-NAS</td>
+<td align="center">-</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">0.837/0.807/0.658</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">BlazeFace-NAS</td>
+<td align="center">quant_post</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">xx/xx/xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">BlazeFace-NAS</td>
+<td align="center">quant_aware</td>
+<td align="center">8</td>
+<td align="center">640</td>
+<td align="center">xx/xx/xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+</tbody>
+</table>
+<h3 id="3">3. 图像分割<a class="headerlink" href="#3" title="Permanent link">#</a></h3>
+<p>数据集：Cityscapes</p>
+<table>
+<thead>
+<tr>
+<th align="center">Model</th>
+<th align="center">压缩方法</th>
+<th align="center">mIoU</th>
+<th align="center">模型大小（MB）</th>
+<th align="center">FLOPs</th>
+<th align="center">下载</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td align="center">DeepLabv3+/MobileNetv1</td>
+<td align="center">-</td>
+<td align="center">63.26</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">DeepLabv3+/MobileNetv1</td>
+<td align="center">quant_post</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">DeepLabv3+/MobileNetv1</td>
+<td align="center">quant_aware</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">DeepLabv3+/MobileNetv2</td>
+<td align="center">-</td>
+<td align="center">69.81</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">DeepLabv3+/MobileNetv2</td>
+<td align="center">quant_post</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">DeepLabv3+/MobileNetv2</td>
+<td align="center">quant_aware</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">-</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+<tr>
+<td align="center">DeepLabv3+/MobileNetv2</td>
+<td align="center">prune -xx%</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center">xx</td>
+<td align="center"><a href="">下载链接</a></td>
+</tr>
+</tbody>
+</table>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p><a name="trans1">  [1]</a>：<a href="https://paddle-imagenet-models-name.bj.bcebos.com/ResNet50_vd_pretrained.tar">ResNet50_vd</a>预训练模型Top-1/Top-5准确率分别为79.12%/94.44%</p>
+<p>带_vd后缀代表开启了Mixup训练，Mixup相关介绍参考<a href="https://arxiv.org/abs/1710.09412">mixup: Beyond Empirical Risk Minimization</a></p>
+<p><a name="trans1">[2]</a>：<a href="https://paddle-imagenet-models-name.bj.bcebos.com/ResNet101_pretrained.tar">ResNet101</a>预训练模型Top-1/Top-5准确率分别为77.56%/93.64%
+    <a name="trans1">[3]</a>：<a href="">ResNet34-YOLOv3-VOC</a>预训练模型的Box AP为82.6</p>
+<p><a name="trans1">[4]</a>：<a href="">ResNet34-YOLOv3-COCO</a>预训练模型的Box AP为36.2</p>
+</div>
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--- a/tutorials/demo_guide/index.html
+++ b/tutorials/demo_guide/index.html
@@ -130,6 +130,11 @@
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+++ b/tutorials/distillation_demo/index.html
@@ -153,6 +153,11 @@
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--- a/tutorials/nas_demo/index.html
+++ b/tutorials/nas_demo/index.html
@@ -142,6 +142,11 @@
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--- a/tutorials/quant_aware_demo/index.html
+++ b/tutorials/quant_aware_demo/index.html
@@ -144,6 +144,11 @@
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+++ b/tutorials/quant_embedding_demo/index.html
@@ -144,6 +144,11 @@
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+++ b/tutorials/quant_post_demo/index.html
@@ -144,6 +144,11 @@
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@@ -130,6 +130,11 @@
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