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63 lines
1.9 KiB
Markdown
63 lines
1.9 KiB
Markdown
English | [简体中文](README_CN.md)
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# PaddleClas C++ Deployment Example
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`infer.cc` in this directory provides a quick example of accelerated deployment of the ResNet50_vd model on SOPHGO BM1684x.
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Before deployment, the following two steps need to be confirmed:
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1. Hardware and software environment meets the requirements.
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2. Compile the FastDeploy repository from scratch according to the development environment.
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For the above steps, please refer to [How to Build SOPHGO Deployment Environment](../../../../../../docs/en/build_and_install/sophgo.md).
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## Generate Basic Directory Files
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The routine consists of the following parts:
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```text
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.
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├── CMakeLists.txt
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├── build # Compile Folder
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├── image # Folder for images
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├── infer.cc
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├── preprocess_config.yaml # Preprocessing configuration sample file.
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└── model # Folder for models
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```
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## Compile
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### Compile and Copy SDK to folder thirdpartys
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Please refer to [How to Build SOPHGO Deployment Environment](../../../../../../docs/en/build_and_install/sophgo.md) to compile SDK.After compiling, the fastdeploy-0.0.3 directory will be created in the build directory.
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### Copy model and configuration files to folder Model
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Convert Paddle model to SOPHGO bmodel model. For the conversion steps, please refer to [Document](../README.md).
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Please copy the converted SOPHGO bmodel to folder model.
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Copy the preprocessing configuration file to folder model as well.
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```bash
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cp preprocess_config.yaml ./model
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```
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### Prepare Test Images to folder image
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```bash
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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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cp ILSVRC2012_val_00000010.jpeg ./images
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```
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### Compile example
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```bash
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cd build
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cmake .. -DFASTDEPLOY_INSTALL_DIR=${PWD}/fastdeploy-0.0.3
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make
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```
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## Running Routines
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```bash
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./infer_demo model images/ILSVRC2012_val_00000010.jpeg
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```
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- [Model Description](../../)
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- [Model Conversion](../)
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