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![icartoon](./icartoon1.jpg)
论文地址：https://arxiv.org/pdf/1907.1339
## 推理
检索任务的推理过程主要分为两步： 1. 建库; 2. 检索。 通过配置文件，我们可以实现自动建库，并对配置文件里指定的图像进行检索，返回识别结果
**1. 获取数据**
```
cd dataset
wget http://10.9.189.15:8088/metric_learning_dygraph/0607/PaddleClas/dataset/icartoon.tar.gz
tar -xvf icartoon.tar.gz
```
**2. 获取模型**
**3. 修改配置**
**4. 前向推理**
```
python deploy/python/predict_system.py -c deploy/configs/inference_icartoon.yaml
```
## 训练
**单卡训练**
```
Python tools/train.py -c ppcls/configs/Cartoon/ResNet50_icartoon.yaml
```
**多卡训练**
```
python -m paddle.distributed.launch \
--gpus="0,1,2,3" \
tools/train.py \
-c ./ppcls/configs/Cartoonface/ResNet50_icartoon.yaml
```
**评估**
```
Python tools/eval.py -c ppcls/configs/Cartoon/ResNet50_icartoon.yaml