# 模型移植最佳实践

## 使用 Neural Processing Engine SDK 导出 YoloV8 模型

前提条件

使用 `Python >= 3.10` 和 `PyTorch >=1.8` 在主机上安装 Qualcomm AI Runtime SDK。

如需了解更多详细信息，请关注 [安装 Qualcomm AI Runtime SDK](https://docs.qualcomm.com/doc/80-70022-15BY/topic/qairt-install.html)

可在主机上运行以下命令。

1. 激活您的虚拟环境。

source <venv_path>/bin/activate
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2. 安装 Ultralytics 包并导出 ONNX 模型。

pip install ultralytics
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yolo export model=yolov8s.pt imgsz=320 format=onnx opset=11 optimize=True simplify=true
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方法 1：自动输出节点

1. 将 ONNX 模型转换为 DLC。

snpe-onnx-to-dlc -i yolov8s.onnx
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2. 将 DLC 转换为量化 DLC。

    1. 创建与导出模型具有相同输入维度的原始文件，并在 `input.txt` 文件中指定导出路径。
    2. 运行 [preprocess.py](https://github.com/quic/sample-apps-for-qualcomm-linux/blob/main/scripts/preprocess.py) 脚本为 YOLOv8 模型生成原始文件。
    3. 使用 `snpe-dlc-quantize` 工具转换为量化 DLC。

snpe-dlc-quantize --input_dlc yolov8s.dlc --input_list input.txt
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3. 使用 [Netron](https://netron.app/) 获取量化 DLC 模型的层名称。

    1. 选择 **Sigmoid** 如下图所示获取节点名称：`/model.22/Sigmoid`

![../_images/appx-sigmoid.png](data:image/png;base64,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)
    2. 选择 **Mul** 如下图所示获取其节点名称：`/model.22/Mul_2`

![../_images/appx-mul.png](data:image/png;base64,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)

方法 2：指定输出节点

1. 打开 [Netron](https://netron.app/) 中的 ONNX 模型，并获取输出节点的名称。

    1. 选择 **sigmoid**（如下所示）以获取其输出节点名称：`/model.22/Sigmoid_output_0`

![../_images/appx-sigmoid-2.png](data:image/png;base64,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)
    2. 选择 **Mul**（如下所示）以获取其输出节点名称：`/model.22/Mul_2_output_0`

![../_images/appx-mul-2.png](data:image/png;base64,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)
2. 将 ONNX 模型转换为 DLC。

snpe-onnx-to-dlc -i yolov8s.onnx --out_node=/model.22/Sigmoid_output_0 --out_node=/model.22/Mul_2_output_0
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3. 将 DLC 转换为量化 DLC。

    1. 创建与导出模型具有相同输入维度的 raw 文件。
    2. 在 `input.txt` 文件中指定导出输出节点名称和路径。

        `input.txt` 文件的格式为：

%/model.22/Sigmoid_output_0 /model.22/Mul_2_output_0
            input.raw
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    3. 运行 [preprocess.py](https://github.com/quic/sample-apps-for-qualcomm-linux/blob/main/scripts/preprocess.py) 脚本，生成 YOLOv8 模型的 raw 文件。
    4. 使用 `snpe-dlc-quantize` 工具转换为量化 DLC。

snpe-dlc-quantize --input_dlc yolov8s.dlc --input_list input.txt
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## 运行演示

1. 下载标签文件。下载 [Qualcomm Neural Processing SDK 的模型文件](https://docs.qualcomm.com/doc/80-70022-15BY/topic/classify-objects-with-default-model.html#download-model-files)。
2. 将测试视频文件 `/etc/media` 推送到设备上。

scp <video file> root@<IP address of target device>:/etc/media/
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3. 将量化的 YoloV8 模型推送到设备。

scp <model file> root@<IP address of target device>:/etc/models/
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4. 创建新的 shell。

ssh root@<IP address of of device>
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5. 在新的 shell 中，运行以下命令：

export XDG_RUNTIME_DIR=/dev/socket/weston && export WAYLAND_DISPLAY=wayland-1
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gst-launch-1.0 -e --gst-debug=2 \
        filesrc location=/etc/media/video.mp4 ! qtdemux ! queue ! h264parse ! v4l2h264dec capture-io-mode=4 output-io-mode=4 ! \
        video/x-raw,format=NV12 ! queue ! tee name=split \
        split. ! queue ! qtivcomposer name=mixer sink_1::dimensions="<1920,1080>" ! queue ! waylandsink fullscreen=true sync=false \
        split. ! queue ! qtimlvconverter ! queue ! qtimlsnpe delegate=dsp model=/etc/models/yolov8s_quantized.dlc layers="</model.22/Sigmoid, /model.22/Mul_2>" ! queue ! \
        qtimlpostprocess settings="{\"confidence\": 51.0}" results=10 module=yolov8 labels=/etc/labels/yolov8.json ! video/x-raw,width=640,height=360 ! queue ! mixer.
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Last Published: Nov 05, 2025

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