Fix up two wrong links (PaddlePaddle#770)

Lausichen · May 20, 2021 · 598501f · 598501f
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diff --git a/demo/detection/README.md b/demo/detection/README.md
@@ -142,7 +142,7 @@ Pascal VOC数据集上蒸馏通道剪裁模型库如下。
 
 ### 训练策略
 
-- 蒸馏模型训练时teacher模型使用[PaddleDetection模型库](https://paddledetection.readthedocs.io/zh/latest/MODEL_ZOO_cn.html)发布的模型权重作为预训练权重。
+- 蒸馏模型训练时teacher模型使用[PaddleDetection模型库](https://paddledetection.readthedocs.io/MODEL_ZOO_cn.html)发布的模型权重作为预训练权重。
 - 蒸馏模型训练时student模型使用backbone的预训练权重
 - 蒸馏策略`l2_distiil`为使用teacher模型和student模型特征图的L2损失作为蒸馏损失进行蒸馏，为`slim/distillation/distill.py`的默认策略
 - 蒸馏策略`split_distiil`为使用YOLOv3细粒度损失进行蒸馏，通过`-o use_fine_grained_loss=true`指定

diff --git a/docs/en/tutorials/image_classification_sensitivity_analysis_tutorial_en.md b/docs/en/tutorials/image_classification_sensitivity_analysis_tutorial_en.md
@@ -209,7 +209,7 @@ print(ratios)
 
 ### 8.2 Pruning test network
 
-Note：The `only_graph` should be set to True while pruning test network. [Pruner API](https://paddlepaddle.github.io/PaddleSlim/api/prune_api/#pruner)
+Note：The `only_graph` should be set to True while pruning test network. [Pruner API](https://paddleslim.readthedocs.io/en/latest/api_en/index_en.html)
 
 
 ```python