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31 lines
1.1 KiB
Markdown
31 lines
1.1 KiB
Markdown
English | [简体中文](README_CN.md)
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# PaddleClas Python Deployment Example
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Before deployment, the following step need to be confirmed:
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- 1. Hardware and software environment meets the requirements. Please refer to [FastDeploy Environment Requirement](../../../../../../docs/en/build_and_install/sophgo.md).
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`infer.py` in this directory provides a quick example of deployment of the ResNet50_vd model on SOPHGO TPU. Please run the following script:
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```bash
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# Download the sample deployment code.
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy/examples/vision/classification/paddleclas/sophgo/python
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# Download images.
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wget https://gitee.com/paddlepaddle/PaddleClas/raw/release/2.4/deploy/images/ImageNet/ILSVRC2012_val_00000010.jpeg
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# Inference.
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python3 infer.py --model_file ./bmodel/resnet50_1684x_f32.bmodel --config_file ResNet50_vd_infer/inference_cls.yaml --image ILSVRC2012_val_00000010.jpeg
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# The returned result.
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ClassifyResult(
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label_ids: 153,
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scores: 0.684570,
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)
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```
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## Other Documents
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- [ResNet50_vd C++ Deployment](../cpp)
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- [Converting ResNet50_vd SOPHGO model](../README.md)
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