PaddlePaddle / PaddlePaddle/FastDeploy
RK3588上测试paddle-fastdeploy-picodet样例(cpu可以推理,npu无法推理)
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Description
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【FastDeploy版本】:git clone https://github.com/PaddlePaddle/FastDeploy.git
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【编译命令】自行编译
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-安装步骤
STEP1:
git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy
mkdir build && cd build
cmake .. -DENABLE_ORT_BACKEND=ON
-DENABLE_RKNPU2_BACKEND=ON
-DENABLE_VISION=ON
-DRKNN2_TARGET_SOC=RK3588
-DCMAKE_INSTALL_PREFIX=${PWD}/fastdeploy
make -j8
make install
STEP2:
永久配置
source /home/neardi/ruida/work/FastDeploy/build/fastdeploy/fastdeploy_init.sh
sudo cp /home/neardi/ruida/work/FastDeploy/build/fastdeployfastdeploy_libs.conf /etc/ld.so.conf.d/
sudo ldconfig
STEP3:
cd FastDeploy/examples/vision/detection/paddledetection/rknpu2/cpp/
mkdir build
cd build
cmake .. -DFASTDEPLOY_INSTALL_DIR=~/ruida/work/FastDeploy/build/fastdeploy
make -j8
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【系统平台】: Debian11
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【硬件】: RK3588
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【编译语言】: C++
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【模型跑不通】
[CPU可以跑通,NPU跑不通]
- 【文件目录】
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with examples/vision/detection/paddledetection/rknpu2/cpp/ and reproduce the build using the RK3588, Debian 11, and RKNPU2 CMake options listed in the issue. Compare the CPU and NPU execution output and inspect the referenced screenshots for the failure details. Done means the PicoDet example runs inference successfully on the NPU.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cmake, cpp, debian
- Domain
- build-system, computer-vision, embedded-iot
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100