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PaddleClas Python Deployment Example
Before deployment, the following step need to be confirmed:
-
- Hardware and software environment meets the requirements. Please refer to FastDeploy Environment Requirement
infer.py in this directory provides a quick example of deployment of the ResNet50_vd model on SOPHGO TPU. Please run the following script:
# Download the sample deployment code.
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy/examples/vision/classification/paddleclas/sophgo/python
# Download images.
wget https://gitee.com/paddlepaddle/PaddleClas/raw/release/2.4/deploy/images/ImageNet/ILSVRC2012_val_00000010.jpeg
# Inference.
python3 infer.py --model_file ./bmodel/resnet50_1684x_f32.bmodel --config_file ResNet50_vd_infer/inference_cls.yaml --image ILSVRC2012_val_00000010.jpeg
# The returned result.
ClassifyResult(
label_ids: 153,
scores: 0.684570,
)