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tutorials/index | ||
api_cn/index | ||
FAQ/index | ||
model_zoo.md | ||
model_zoo/index | ||
algo/algo.md | ||
CHANGELOG.md | ||
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# 蒸馏模型库 |
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模型库 | ||
======== | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
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model_zoo.md | ||
quant_model_zoo.md | ||
distillation_model_zoo.md | ||
prune_model_zoo.md | ||
nas_model_zoo.md | ||
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## 模型库概览 | ||
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### 量化主要结论 | ||
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| 任务 | 模型 | 数据集 | 结论 | 更多细节和模型下载 | | ||
|:--:|:---:|:--:|:--:|:--:| | ||
| 分类| MobileNetV1 | ImageNet | top1 -0.39% <br> 高通835 <font color='red'>1.6-2倍</font>加速<br> 高通855 armv8 <font color='red'>2倍</font>加速<br> 麒麟970 <font color='red'>1.6-2倍</font>加速 |[详细数据和模型下载]() | | ||
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### 蒸馏主要结论 | ||
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| 任务 | 模型 | 数据集 | 结论 | 更多细节和模型下载 | | ||
|:--:|:---:|:--:|:--:|:--:| | ||
| 分类| MobileNetV1 | ImageNet | top1 -0.39% <br> 高通835 <font color='red'>1.6-2倍</font>加速<br> 高通855 armv8 <font color='red'>2倍</font>加速<br> 麒麟970 <font color='red'>1.6-2倍</font>加速 |[详细数据和模型下载]() | | ||
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### 剪裁主要结论 | ||
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| 任务 | 模型 | 数据集 | 结论 | 更多细节和模型下载 | | ||
|:--:|:---:|:--:|:--:|:--:| | ||
| 分类| MobileNetV1 | ImageNet | top1 -0.39% <br> 高通835 <font color='red'>1.6-2倍</font>加速<br> 高通855 armv8 <font color='red'>2倍</font>加速<br> 麒麟970 <font color='red'>1.6-2倍</font>加速 |[详细数据和模型下载]() | | ||
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### nas 主要结论 | ||
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| 任务 | 模型 | 数据集 | 结论 | 更多细节和模型下载 | | ||
|:--:|:---:|:--:|:--:|:--:| | ||
| 分类| MobileNetV1 | ImageNet | top1 -0.39% <br> 高通835 <font color='red'>1.6-2倍</font>加速<br> 高通855 armv8 <font color='red'>2倍</font>加速<br> 麒麟970 <font color='red'>1.6-2倍</font>加速 |[详细数据和模型下载]() | |
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# 模型结构搜索模型库 |
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# 剪裁模型库 |
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# 量化模型库 |