Skip to content

P
PaddleSlim

PaddlePaddle / PaddleSlim
大约 2 年 前同步成功

通知 51
Star 1434
Fork 344
P
PaddleSlim
提交 a2cc7ff1 编写于 作者: B baiyfbupt
浏览文件
操作

Deployed 9bcff00c with MkDocs version: 1.0.4

上级 c9fbd941
展开全部 显示空白变更内容
内联 并排
Showing with 110 addition and 47 deletion
index.html
浏览文件 @ a2cc7ff1
...@@ -298,5 +298,5 @@ ...@@ -298,5 +298,5 @@
<!-- <!--
MkDocs version : 1.0.4 MkDocs version : 1.0.4
Build Date UTC : 2020-01-03 03:53:47 Build Date UTC : 2020-01-03 04:09:49
--> -->
model_zoo2/index.html
浏览文件 @ a2cc7ff1
...@@ -212,6 +212,7 @@ ...@@ -212,6 +212,7 @@
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th align="center">压缩方法</th>
<th align="center">Top-1/Top-5</th> <th align="center">Top-1/Top-5</th>
<th align="center">模型大小（MB）</th> <th align="center">模型大小（MB）</th>
<th align="center">下载</th> <th align="center">下载</th>
...@@ -219,55 +220,64 @@ ...@@ -219,55 +220,64 @@
</thead> </thead>
<tbody> <tbody>
<tr> <tr>
<td align="center">MobileNetV1 FP32</td> <td align="center">MobileNetV1</td>
<td align="center">-</td>
<td align="center">70.99%/89.68%</td> <td align="center">70.99%/89.68%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV1 quant_post</td> <td align="center">MobileNetV1</td>
<td align="center">quant_psot</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV1 quant_aware</td> <td align="center">MobileNetV1</td>
<td align="center">quant_aware</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV2 FP32</td> <td align="center">MobileNetV2</td>
<td align="center">-</td>
<td align="center">72.15%/90.65%</td> <td align="center">72.15%/90.65%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV2 quant_post</td> <td align="center">MobileNetV2</td>
<td align="center">quant_post</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV2 quant_aware</td> <td align="center">MobileNetV2</td>
<td align="center">quant_aware</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">ResNet50 FP32</td> <td align="center">ResNet50</td>
<td align="center">-</td>
<td align="center">76.50%/93.00%</td> <td align="center">76.50%/93.00%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">ResNet50 quant_post</td> <td align="center">ResNet50</td>
<td align="center">quant_post</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">ResNet50 quant_aware</td> <td align="center">ResNet50</td>
<td align="center">quant_aware</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
...@@ -280,6 +290,7 @@ ...@@ -280,6 +290,7 @@
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th align="center">压缩方法</th>
<th align="center">Image/GPU</th> <th align="center">Image/GPU</th>
<th align="center">输入608 Box AP</th> <th align="center">输入608 Box AP</th>
<th align="center">输入416 Box AP</th> <th align="center">输入416 Box AP</th>
...@@ -290,7 +301,8 @@ ...@@ -290,7 +301,8 @@
</thead> </thead>
<tbody> <tbody>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3 FP32</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">-</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">29.3</td> <td align="center">29.3</td>
<td align="center">29.3</td> <td align="center">29.3</td>
...@@ -299,7 +311,8 @@ ...@@ -299,7 +311,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3 quant_post</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">quant_post</td>
<td align="center">8</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>
...@@ -308,7 +321,8 @@ ...@@ -308,7 +321,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3 quant_aware</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">quant_aware</td>
<td align="center">8</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>
...@@ -318,6 +332,7 @@ ...@@ -318,6 +332,7 @@
</tr> </tr>
<tr> <tr>
<td align="center">R50-dcn-YOLOv3 FP32</td> <td align="center">R50-dcn-YOLOv3 FP32</td>
<td align="center">-</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">41.4</td> <td align="center">41.4</td>
<td align="center">-</td> <td align="center">-</td>
...@@ -326,7 +341,8 @@ ...@@ -326,7 +341,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">R50-dcn-YOLOv3 quant_post</td> <td align="center">R50-dcn-YOLOv3</td>
<td align="center">quant_post</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center">-</td> <td align="center">-</td>
...@@ -335,7 +351,8 @@ ...@@ -335,7 +351,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">R50-dcn-YOLOv3 quant_aware</td> <td align="center">R50-dcn-YOLOv3</td>
<td align="center">quant_aware</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center">-</td> <td align="center">-</td>
...@@ -350,6 +367,7 @@ ...@@ -350,6 +367,7 @@
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th align="center">压缩方法</th>
<th align="center">Image/GPU</th> <th align="center">Image/GPU</th>
<th align="center">输入尺寸</th> <th align="center">输入尺寸</th>
<th align="center">Easy/Medium/Hard</th> <th align="center">Easy/Medium/Hard</th>
...@@ -359,7 +377,8 @@ ...@@ -359,7 +377,8 @@
</thead> </thead>
<tbody> <tbody>
<tr> <tr>
<td align="center">BlazeFace FP32</td> <td align="center">BlazeFace</td>
<td align="center">-</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">0.915/0.892/0.797</td> <td align="center">0.915/0.892/0.797</td>
...@@ -367,7 +386,8 @@ ...@@ -367,7 +386,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">BlazeFace quant_post</td> <td align="center">BlazeFace</td>
<td align="center">quant_post</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">xx/xx/xx</td> <td align="center">xx/xx/xx</td>
...@@ -375,7 +395,8 @@ ...@@ -375,7 +395,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">BlazeFace quant_aware</td> <td align="center">BlazeFace</td>
<td align="center">quant_aware</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">xx/xx/xx</td> <td align="center">xx/xx/xx</td>
...@@ -383,7 +404,8 @@ ...@@ -383,7 +404,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">BlazeFace-Lite FP32</td> <td align="center">BlazeFace-Lite</td>
<td align="center">-</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">0.909/0.885/0.781</td> <td align="center">0.909/0.885/0.781</td>
...@@ -391,7 +413,8 @@ ...@@ -391,7 +413,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">BlazeFace-Lite quant_post</td> <td align="center">BlazeFace-Lite</td>
<td align="center">quant_post</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">xx/xx/xx</td> <td align="center">xx/xx/xx</td>
...@@ -399,7 +422,8 @@ ...@@ -399,7 +422,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">BlazeFace-Lite quant_aware</td> <td align="center">BlazeFace-Lite</td>
<td align="center">quant_aware</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">xx/xx/xx</td> <td align="center">xx/xx/xx</td>
...@@ -407,7 +431,8 @@ ...@@ -407,7 +431,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">BlazeFace-NAS FP32</td> <td align="center">BlazeFace-NAS</td>
<td align="center">-</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">0.837/0.807/0.658</td> <td align="center">0.837/0.807/0.658</td>
...@@ -415,7 +440,8 @@ ...@@ -415,7 +440,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">BlazeFace-NAS quant_post</td> <td align="center">BlazeFace-NAS</td>
<td align="center">quant_post</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">xx/xx/xx</td> <td align="center">xx/xx/xx</td>
...@@ -423,7 +449,8 @@ ...@@ -423,7 +449,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">BlazeFace-NAS quant_aware</td> <td align="center">BlazeFace-NAS</td>
<td align="center">quant_aware</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">640</td> <td align="center">640</td>
<td align="center">xx/xx/xx</td> <td align="center">xx/xx/xx</td>
...@@ -432,13 +459,13 @@ ...@@ -432,13 +459,13 @@
</tr> </tr>
</tbody> </tbody>
</table> </table>
<h3 id="_1"><a class="headerlink" href="#_1" title="Permanent link">#</a></h3>
<h3 id="13">1.3 图像分割<a class="headerlink" href="#13" title="Permanent link">#</a></h3> <h3 id="13">1.3 图像分割<a class="headerlink" href="#13" title="Permanent link">#</a></h3>
<p>数据集：Cityscapes</p> <p>数据集：Cityscapes</p>
<table> <table>
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th align="center">压缩方法</th>
<th align="center">mIoU</th> <th align="center">mIoU</th>
<th align="center">模型大小（MB）</th> <th align="center">模型大小（MB）</th>
<th align="center">下载</th> <th align="center">下载</th>
...@@ -447,43 +474,48 @@ ...@@ -447,43 +474,48 @@
<tbody> <tbody>
<tr> <tr>
<td align="center">DeepLabv3+/MobileNetv1</td> <td align="center">DeepLabv3+/MobileNetv1</td>
<td align="center">-</td>
<td align="center">63.26</td> <td align="center">63.26</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">DeepLabv3+/MobileNetv1 quant_post</td> <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">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">DeepLabv3+/MobileNetv1 quant_aware</td> <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">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">DeepLabv3+/MobileNetv2</td> <td align="center">DeepLabv3+/MobileNetv2</td>
<td align="center">-</td>
<td align="center">69.81</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> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">DeepLabv3+/MobileNetv2 quant_post</td> <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">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">DeepLabv3+/MobileNetv2 quant_aware</td> <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">xx</td> <td align="center">xx</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
</tbody> </tbody>
</table> </table>
<h3 id="_2"><a class="headerlink" href="#_2" title="Permanent link">#</a></h3>
<h2 id="2">2. 剪枝<a class="headerlink" href="#2" title="Permanent link">#</a></h2> <h2 id="2">2. 剪枝<a class="headerlink" href="#2" title="Permanent link">#</a></h2>
<h3 id="21">2.1 图像分类<a class="headerlink" href="#21" title="Permanent link">#</a></h3> <h3 id="21">2.1 图像分类<a class="headerlink" href="#21" title="Permanent link">#</a></h3>
<p>数据集：ImageNet1000类</p> <p>数据集：ImageNet1000类</p>
...@@ -491,6 +523,7 @@ ...@@ -491,6 +523,7 @@
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th align="center">压缩方法</th>
<th align="center">Top-1/Top-5</th> <th align="center">Top-1/Top-5</th>
<th align="center">模型大小（MB）</th> <th align="center">模型大小（MB）</th>
<th align="center">FLOPs</th> <th align="center">FLOPs</th>
...@@ -500,20 +533,23 @@ ...@@ -500,20 +533,23 @@
<tbody> <tbody>
<tr> <tr>
<td align="center">MobileNetV1</td> <td align="center">MobileNetV1</td>
<td align="center">-</td>
<td align="center">70.99%/89.68%</td> <td align="center">70.99%/89.68%</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> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV1 uniform -50%</td> <td align="center">MobileNetV1</td>
<td align="center">uniform -xx%</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/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> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV1 sensitive -xx%</td> <td align="center">MobileNetV1</td>
<td align="center">sensitive -xx%</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center">xx</td> <td align="center">xx</td>
...@@ -521,20 +557,23 @@ ...@@ -521,20 +557,23 @@
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV2</td> <td align="center">MobileNetV2</td>
<td align="center">-</td>
<td align="center">72.15%/90.65%</td> <td align="center">72.15%/90.65%</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> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV2 uniform -50%</td> <td align="center">MobileNetV2</td>
<td align="center">uniform -xx%</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/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> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV2 sensitive -xx%</td> <td align="center">MobileNetV2</td>
<td align="center">sensitive -xx%</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center">xx</td> <td align="center">xx</td>
...@@ -542,20 +581,23 @@ ...@@ -542,20 +581,23 @@
</tr> </tr>
<tr> <tr>
<td align="center">ResNet34</td> <td align="center">ResNet34</td>
<td align="center">-</td>
<td align="center">74.57%/92.14%</td> <td align="center">74.57%/92.14%</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> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">ResNet34 uniform -50%</td> <td align="center">ResNet34</td>
<td align="center">uniform -xx%</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/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> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">ResNet34 auto -50%</td> <td align="center">ResNet34</td>
<td align="center">auto -xx%</td>
<td align="center">xx%/xx%</td> <td align="center">xx%/xx%</td>
<td align="center">xx</td> <td align="center">xx</td>
<td align="center">xx</td> <td align="center">xx</td>
...@@ -563,13 +605,13 @@ ...@@ -563,13 +605,13 @@
</tr> </tr>
</tbody> </tbody>
</table> </table>
<h3 id="_3"><a class="headerlink" href="#_3" title="Permanent link">#</a></h3>
<h3 id="22">2.2 目标检测<a class="headerlink" href="#22" title="Permanent link">#</a></h3> <h3 id="22">2.2 目标检测<a class="headerlink" href="#22" title="Permanent link">#</a></h3>
<p>数据集：Pasacl VOC &amp; COCO 2017</p> <p>数据集：Pasacl VOC &amp; COCO 2017</p>
<table> <table>
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th>压缩方法</th>
<th align="center">数据集</th> <th align="center">数据集</th>
<th align="center">Image/GPU</th> <th align="center">Image/GPU</th>
<th align="center">输入608 mAP</th> <th align="center">输入608 mAP</th>
...@@ -583,6 +625,7 @@ ...@@ -583,6 +625,7 @@
<tbody> <tbody>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td>-</td>
<td align="center">Pasacl VOC</td> <td align="center">Pasacl VOC</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">76.2</td> <td align="center">76.2</td>
...@@ -593,7 +636,8 @@ ...@@ -593,7 +636,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3 prune xx%</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td>uniform -xx%</td>
<td align="center">Pasacl VOC</td> <td align="center">Pasacl VOC</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">xx</td> <td align="center">xx</td>
...@@ -605,6 +649,7 @@ ...@@ -605,6 +649,7 @@
</tr> </tr>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td>-</td>
<td align="center">COCO</td> <td align="center">COCO</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">29.3</td> <td align="center">29.3</td>
...@@ -615,7 +660,8 @@ ...@@ -615,7 +660,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3 prune xx%</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td>uniform -xx%</td>
<td align="center">COCO</td> <td align="center">COCO</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">xx</td> <td align="center">xx</td>
...@@ -627,6 +673,7 @@ ...@@ -627,6 +673,7 @@
</tr> </tr>
<tr> <tr>
<td align="center">R50-dcn-YOLOv3</td> <td align="center">R50-dcn-YOLOv3</td>
<td>-</td>
<td align="center">COCO</td> <td align="center">COCO</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">41.4</td> <td align="center">41.4</td>
...@@ -637,7 +684,8 @@ ...@@ -637,7 +684,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">R50-dcn-YOLOv3 prune xx%</td> <td align="center">R50-dcn-YOLOv3</td>
<td>uniform -xx%</td>
<td align="center">COCO</td> <td align="center">COCO</td>
<td align="center">8</td> <td align="center">8</td>
<td align="center">xx</td> <td align="center">xx</td>
...@@ -655,6 +703,7 @@ ...@@ -655,6 +703,7 @@
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th align="center">压缩方法</th>
<th align="center">mIoU</th> <th align="center">mIoU</th>
<th align="center">模型大小（MB）</th> <th align="center">模型大小（MB）</th>
<th align="center">FLOPs</th> <th align="center">FLOPs</th>
...@@ -664,13 +713,15 @@ ...@@ -664,13 +713,15 @@
<tbody> <tbody>
<tr> <tr>
<td align="center">DeepLabv3+/MobileNetv2</td> <td align="center">DeepLabv3+/MobileNetv2</td>
<td align="center">-</td>
<td align="center">69.81</td> <td align="center">69.81</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> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">DeepLabv3+/MobileNetv2 prune xx%</td> <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">xx</td>
<td align="center">xx</td> <td align="center">xx</td>
...@@ -685,6 +736,7 @@ ...@@ -685,6 +736,7 @@
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th align="center">蒸馏 teacher</th>
<th align="center">baseline</th> <th align="center">baseline</th>
<th align="center">下载</th> <th align="center">下载</th>
</tr> </tr>
...@@ -692,31 +744,37 @@ ...@@ -692,31 +744,37 @@
<tbody> <tbody>
<tr> <tr>
<td align="center">MobileNetV1</td> <td align="center">MobileNetV1</td>
<td align="center">-</td>
<td align="center">70.99%/89.68%</td> <td align="center">70.99%/89.68%</td>
<td align="center"><a href="http://paddle-imagenet-models-name.bj.bcebos.com/MobileNetV1_pretrained.tar">下载链接</a></td> <td align="center"><a href="http://paddle-imagenet-models-name.bj.bcebos.com/MobileNetV1_pretrained.tar">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV1 distilled (teacher: ResNet50_vd<sup><a href="#trans1">1</a></sup>)</td> <td align="center">MobileNetV1</td>
<td align="center">ResNet50_vd<sup><a href="#trans1">1</a></sup></td>
<td align="center">72.79%/90.69%</td> <td align="center">72.79%/90.69%</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV2</td> <td align="center">MobileNetV2</td>
<td align="center">-</td>
<td align="center">72.15%/90.65%</td> <td align="center">72.15%/90.65%</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNetV2 distilled (teacher: ResNet50_vd)</td> <td align="center">MobileNetV2</td>
<td align="center">ResNet50_vd<sup><a href="#trans1">1</a></sup></td>
<td align="center">74.30%/91.52%</td> <td align="center">74.30%/91.52%</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">ResNet50</td> <td align="center">ResNet50</td>
<td align="center">-</td>
<td align="center">76.50%/93.00%</td> <td align="center">76.50%/93.00%</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">ResNet50 distilled (teacher: ResNet101<sup><a href="#trans2">2</a></sup>)</td> <td align="center">ResNet50</td>
<td align="center">ResNet101<sup><a href="#trans2">2</a></sup></td>
<td align="center">77.40%/93.48%</td> <td align="center">77.40%/93.48%</td>
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
...@@ -734,6 +792,7 @@ ...@@ -734,6 +792,7 @@
<thead> <thead>
<tr> <tr>
<th align="center">Model</th> <th align="center">Model</th>
<th align="center">蒸馏 teacher</th>
<th align="center">数据集</th> <th align="center">数据集</th>
<th align="center">Image/GPU</th> <th align="center">Image/GPU</th>
<th align="center">输入640 mAP</th> <th align="center">输入640 mAP</th>
...@@ -745,6 +804,7 @@ ...@@ -745,6 +804,7 @@
<tbody> <tbody>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">-</td>
<td align="center">Pasacl VOC</td> <td align="center">Pasacl VOC</td>
<td align="center">16</td> <td align="center">16</td>
<td align="center">76.2</td> <td align="center">76.2</td>
...@@ -753,7 +813,8 @@ ...@@ -753,7 +813,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3 distilled (teacher: ResNet34-YOLOv3-VOC<sup><a href="#trans3">3</a></sup>)</td> <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">Pasacl VOC</td>
<td align="center">16</td> <td align="center">16</td>
<td align="center">xx</td> <td align="center">xx</td>
...@@ -763,6 +824,7 @@ ...@@ -763,6 +824,7 @@
</tr> </tr>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3</td> <td align="center">MobileNet-V1-YOLOv3</td>
<td align="center">-</td>
<td align="center">COCO</td> <td align="center">COCO</td>
<td align="center">16</td> <td align="center">16</td>
<td align="center">29.3</td> <td align="center">29.3</td>
...@@ -771,7 +833,8 @@ ...@@ -771,7 +833,8 @@
<td align="center"><a href="">下载链接</a></td> <td align="center"><a href="">下载链接</a></td>
</tr> </tr>
<tr> <tr>
<td align="center">MobileNet-V1-YOLOv3 distilled (teacher: ResNet34-YOLOv3-COCO<sup><a href="#trans4">4</a></sup>)</td> <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">COCO</td>
<td align="center">16</td> <td align="center">16</td>
<td align="center">xx</td> <td align="center">xx</td>
......
search/search_index.json
浏览文件 @ a2cc7ff1
此差异已折叠。
sitemap.xml.gz
浏览文件 @ a2cc7ff1
无法预览此类型文件
Markdown is supported
0% 或 .
You are about to add 0 people to the discussion. Proceed with caution.
先完成此消息的编辑！
想要评论请 注册 或