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* Add tutorials for intel gpu * fix gflags dependency * Update README_CN.md * Update README.md * Update README.md
53 lines
2.1 KiB
Markdown
53 lines
2.1 KiB
Markdown
English | [中文](README_CN.md)
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# PaddleClas Python Example
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Before deployment, confirm the following two steps
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- 1. The software and hardware environment meet the requirements. Refer to [FastDeploy Environment Requirements](../../../docs/en/build_and_install/download_prebuilt_libraries.md)
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- 2. Install FastDeploy Python wheel package. Refer to [Install FastDeploy](../../../docs/en/build_and_install/download_prebuilt_libraries.md)
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**Notice** This doc require FastDeploy version >= 1.0.2, or just use nightly built version.
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```bash
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# Get FastDeploy codes
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git clone https://github.com/PaddlePaddle/FastDeploy.git
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cd FastDeploy/tutorials/intel_gpu/cpu
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mkdir build && cd build
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# Please the preparation step to get the download link
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wget https://bj.bcebos.com/fastdeploy/release/cpp/fastdeploy-linux-x64-x.x.x.tgz
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tar xvf fastdeploy-linux-x64-x.x.x.tgz
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# Download PaddleClas model and test image
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wget https://bj.bcebos.com/paddlehub/fastdeploy/ResNet50_vd_infer.tgz
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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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tar -xvf ResNet50_vd_infer.tgz
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cmake .. -DFASTDEPLOY_INSTALL_DIR=${PWD}/fastdeploy-linux-x64-x.x.x
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make -j
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# Inference with CPU
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./infer_resnet50 -model ResNet50_vd_infer -image ILSVRC2012_val_00000010.jpeg -device cpu -topk 3
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# Inference with Intel GPU
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./infer_resnet50 -model ResNet50_vd_infer -image ILSVRC2012_val_00000010.jpeg -device intel_gpu -topk 3
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# Download PaddleDetection/PP-YOLOE model and test image
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wget https://bj.bcebos.com/paddlehub/fastdeploy/ppyoloe_crn_l_300e_coco.tgz
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wget https://gitee.com/paddlepaddle/PaddleDetection/raw/release/2.4/demo/000000014439.jpg
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tar xvf ppyoloe_crn_l_300e_coco.tgz
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# Inference with CPU
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./infer_ppyoloe -model ppyoloe_crn_l_300e_coco -image 000000014439.jpg -device cpu
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# Inference with Intel GPU
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./infer_ppyoloe -model ppyoloe_crn_l_300e_coco -image 000000014439.jpg -device intel_gpu
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```
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This documents only shows how to compile on Linux/Mac, if you are using Windows, please refer the following documents
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- [How to use FastDeploy C++ SDK on Windows](../../../docs/en/faq/use_sdk_on_windows.md)
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