[Backend] add sophgo backend (#1015)

* Add Sophgo Device

add sophgo backend in fastdeploy

add resnet50, yolov5s, liteseg examples.

* replace sophgo lib with download links; fix model.cc bug

* modify CodeStyle

* remove unuseful files;change the names of sophgo device and sophgo
backend

* sophgo support python and add python examples

* remove unuseful rows in cmake according pr

Co-authored-by: Zilong Xing <zilong.xing@sophgo.com>
This commit is contained in:
Dantès
2023-01-04 15:49:17 +08:00
committed by GitHub
parent 0c292c0766
commit 34bea7649d
41 changed files with 1583 additions and 9 deletions
@@ -0,0 +1,61 @@
# PaddleClas C++部署示例
本目录下提供`infer.cc`快速完成ResNet50_vd模型在SOPHGO BM1684x板子上加速部署的示例。
在部署前,需确认以下两个步骤:
1. 软硬件环境满足要求
2. 根据开发环境,从头编译FastDeploy仓库
以上步骤请参考[SOPHGO部署库编译](../../../../../../docs/cn/build_and_install/sophgo.md)实现
## 生成基本目录文件
该例程由以下几个部分组成
```text
.
├── CMakeLists.txt
├── build # 编译文件夹
├── image # 存放图片的文件夹
├── infer.cc
├── preprocess_config.yaml #示例前处理配置文件
└── model # 存放模型文件的文件夹
```
## 编译
### 编译并拷贝SDK到thirdpartys文件夹
请参考[SOPHGO部署库编译](../../../../../../docs/cn/build_and_install/sophgo.md)仓库编译SDK,编译完成后,将在build目录下生成fastdeploy-0.0.3目录.
### 拷贝模型文件,以及配置文件至model文件夹
将Paddle模型转换为SOPHGO bmodel模型,转换步骤参考[文档](../README.md)
将转换后的SOPHGO bmodel模型文件拷贝至model中
将前处理配置文件也拷贝到model中
```bash
cp preprocess_config.yaml ./model
```
### 准备测试图片至image文件夹
```bash
wget https://gitee.com/paddlepaddle/PaddleClas/raw/release/2.4/deploy/images/ImageNet/ILSVRC2012_val_00000010.jpeg
cp ILSVRC2012_val_00000010.jpeg ./images
```
### 编译example
```bash
cd build
cmake .. -DFASTDEPLOY_INSTALL_DIR=${PWD}/fastdeploy-0.0.3
make
```
## 运行例程
```bash
./infer_demo model images/ILSVRC2012_val_00000010.jpeg
```
- [模型介绍](../../)
- [模型转换](../)