# 运行 LiteRT 示例应用程序

LiteRT 框架提供了可用于执行以下操作的示例应用程序：

- 运行任意 LiteRT 模型
- 执行基准测试

您可以通过可用的 delegate（例如 XNNPACK delegate 或 GPU delegate）使用 label\_image 示例应用程序运行 LiteRT 模型，并执行基准测试。要在 GPU 或 Hexagon 张量处理器上使用 QNN delegate 运行模型，请使用相应的 QNN delegate 后端库和外部 delegate 选项。

## 运行 LiteRT 示例应用程序的前提条件

本机 LiteRT 示例应用程序使用 LiteRT 框架提供的 label\_image 示例应用程序，该应用程序可以运行分类模型，如 MobileNet v1 和 v2。

开始之前，请确保您已准备好以下各项：

- Ubuntu 22.04 主机
- Qualcomm 开发套件

请下载以下内容，以便使用示例应用程序：

- 示例模型
- 包含标签的对应文件
- 示例图像

有关如何下载示例模型、标签文件和示例图像并将其复制到设备的说明，请参阅[使用本机 LiteRT 示例应用程序运行 LiteRT 模型](https://docs.qualcomm.com/doc/80-70022-54SC/topic/run-a-tensorflow-lite-model-using-a-native-tensorflow-lite-sample-application.html#run-a-tensorflow-lite-model-using-a-native-tensorflow-lite-sample-application)。

示例应用程序使用 MobileNet v1 模型，该模型包含 1000 个类别的 ImageNet 数据集上进行训练。MobileNet v1 展示了一个经过训练用于图像分类的模型。

## 使用可用的 delegate 运行 LiteRT 模型

LiteRT 开源框架提供了 label\_image 示例应用程序，可使用现有的任一 delegate 运行 LiteRT 模型。label\_image 示例应用程序的源代码可在 [TensorFlow GitHub 存储库](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/examples/label_image)中找到。

label\_image 示例应用程序与 LiteRT 库一起交叉编译，并安装在目标设备上。以下示例演示了如何使用可用的 LiteRT delegate 运行 LiteRT 模型：

要使用 XNNPACK delegate，运行以下命令：

Tab Qualcomm Linux
Tab Ubuntu

ssh root@[ip-addr]
    cd /etc/artifacts
    Copy to clipboard

label_image -l /etc/artifacts/labels.txt -i /etc/artifacts/grace_hopper.bmp -m /etc/artifacts/mobilenet_v1_1.0_224_quant.tflite -c 10 -p 1 --xnnpack_delegate 1
    Copy to clipboard

ssh ubuntu@[ip-addr]
    Copy to clipboard

label_image -l /etc/artifacts/labels.txt -i /etc/artifacts/grace_hopper.bmp -m /etc/artifacts/mobilenet_v1_1.0_224_quant.tflite -c 10 -p 1 --xnnpack_delegate 1
    Copy to clipboard

要使用 GPU delegate，运行以下命令：

Tab Qualcomm Linux
Tab Ubuntu

ssh root@[ip-addr]
    cd /etc/artifacts
    Copy to clipboard

label_image -l /etc/artifacts/labels.txt -i /etc/artifacts/grace_hopper.bmp -m /etc/artifacts/mobilenet_v1_1.0_224_quant.tflite -c 10 -p 1 --gl_backend 1
    Copy to clipboard

ssh ubuntu@[ip-addr]
    Copy to clipboard

label_image -l /etc/artifacts/labels.txt -i /etc/artifacts/grace_hopper.bmp -m /etc/artifacts/mobilenet_v1_1.0_224_quant.tflite -c 10 -p 1 --gl_backend 1
    Copy to clipboard

下图展示了创建的 GPU delegate 的性能统计数据：

Tab Qualcomm Linux
Tab Ubuntu

![../../_images/label-image-tool1.png](data:image/png;base64,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)

**图：GPU delegate 创建的性能统计**

![../../_images/ubuntu_performance_statistics_gpu.png](data:image/png;base64,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)

**图：GPU delegate 创建的性能统计**

有关 XNNPACK 和 GPU delegate 如何加速模型的更多信息，请参阅以下内容：

- [使用 XNNPACK delegate 加速 CPU 上的模型](https://docs.qualcomm.com/doc/80-70022-54SC/topic/arch.html#xnnpack-delegate)
- [使用 GPU delegate 加速 GPU 上的模型](https://docs.qualcomm.com/doc/80-70022-54SC/topic/arch.html#gpu-delegate)

### 基准 LiteRT 模型性能

开源的 LiteRT 提供了一个工具，可以使用 delegate 对硬件上的模型执行进行基准测试。此工具可与设备上安装的其他工具一起使用。

该基准测试工具测量并计算以下性能指标的统计数据：

- 初始化时间
- 预热状态的推理时间
- 稳定状态的推理时间
- 初始化期间的内存使用情况
- 总体内存使用情况

在开始之前，请确保下载的模型位于目标设备上的 `/etc/artifacts/` 目录中。

要使用 XNNPACK delegate 对模型进行基准测试，请运行以下命令：

Tab Qualcomm Linux
Tab Ubuntu

ssh root@[ip-addr]
    cd /etc/artifacts
    Copy to clipboard

benchmark_model --graph=/etc/artifacts/mobilenet_v1_1.0_224_quant.tflite --enable_op_profiling=true --use_xnnpack=true --num_threads=4 --max_secs=300 --profiling_output_csv_file=/etc/artifacts/mobilenet_v1_1.0_224_quant_xnnpack_performance.csv
    Copy to clipboard

ssh ubuntu@[ip-addr]
    Copy to clipboard

benchmark_model --graph=/etc/artifacts/mobilenet_v1_1.0_224_quant.tflite --enable_op_profiling=true --use_xnnpack=true --num_threads=4 --max_secs=300 --profiling_output_csv_file=/etc/artifacts/mobilenet_v1_1.0_224_quant_xnnpack_performance.csv
    Copy to clipboard

要使用 GPU delegate 对模型进行基准测试，请运行以下命令：

Tab Qualcomm Linux
Tab Ubuntu

ssh root@[ip-addr]
    cd /etc/artifacts/
    Copy to clipboard

benchmark_model --graph=/etc/artifacts/mobilenet_v1_1.0_224_quant.tflite --enable_op_profiling=true --use_gpu=true --num_runs=100 --warmup_runs=10 --max_secs=300 --profiling_output_csv_file==/etc/artifacts/mobilenet_v1_1.0_224_GPU_Delegate_performance.csv
    Copy to clipboard

ssh ubuntu@[ip-addr]
    Copy to clipboard

benchmark_model --graph=/etc/artifacts/mobilenet_v1_1.0_224_quant.tflite --enable_op_profiling=true --use_gpu=true --num_runs=100 --warmup_runs=10 --max_secs=300 --profiling_output_csv_file==/etc/artifacts/mobilenet_v1_1.0_224_GPU_Delegate_performance.csv
    Copy to clipboard

下图展示了 GPU delegate 的 benchmark\_model 工具执行统计数据：

Tab Qualcomm Linux
Tab Ubuntu

![../../_images/benchmark-model-tool-stats-for-gpu.png](data:image/png;base64,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)

**图：GPU 的基准模型工具统计**

![../../_images/ubuntu_benchmark_model_tool_statistics_for_gpu.png](data:image/png;base64,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)

**图：GPU 的基准模型工具统计**

## 使用外部 delegate 运行 QNN delegate

QNN delegate 依赖于 Qualcomm AI Engine Direct API 及其后端，它们用来加速 Adreno GPU 和 Hexagon 张量处理器上的模型。

请确保设备上有以下库可用，以便使用外部 delegate 接口运行 QNN delegate：

- `libQnnTFLiteDelegate.so` QNN delegate 库
- Qualcomm AI Engine direct SDK 的库

作为外部 delegate 接口的一部分，工具可使用 `libQnnTFLiteDelegate.so` 作为外部 delegate 库。加载 delegate 库后，可通过外部 delegate 选项自定义模型执行以使用特定后端。

例如：

- 使用 `libQnnGpu.so` 后端库在 GPU 上运行 QNN delegate。
- 使用 `libQnnHtp.so` 后端库在 Hexagon Tensor Processor 上使用 QNN delegate 运行模型。
- 使用 `libQnnDsp.so` 后端库，通过 DSP 上的 QNN delegate 运行模型。

要在 Hexagon 张量处理器上对模型进行基准测试，通过 QNN 外部 delegate 接口运行该模型。使用以下命令运行推理：

Tab Qualcomm Linux
Tab Ubuntu

- QCS6490/QCS5430、IQ-9075 和 QCS8275：

> 
> 
> benchmark_model --graph=/etc/artifacts/mobilenet_v1_1.0_224_quant.tflite --external_delegate_path=/usr/lib/libQnnTFLiteDelegate.so --external_delegate_options='backend_type:htp;library_path:/usr/lib/libQnnHtp.so;skel_library_dir:/usr/lib/rfsa/adsp;htp_precision:0;htp_performance_mode:2'
>         Copy to clipboard
- IQ-615：

> 
> 
> benchmark_model --graph=/usr/share/label_image/mobilenet_v1_1.0_224_quant.tflite --external_delegate_path=libQnnTFLiteDelegate.so --external_delegate_options='backend_type:dsp;library_path:/usr/lib/libQnnDsp.so;skel_library_dir:/usr/lib/dsp/adsp'
>         Copy to clipboard

benchmark_model --graph=/etc/artifacts/mobilenet_v1_1.0_224_quant.tflite --external_delegate_path=/usr/lib/libQnnTFLiteDelegate.so --external_delegate_options='backend_type:htp;library_path:/usr/lib/libQnnHtp.so;skel_library_dir:/usr/lib/rfsa/adsp;htp_precision:0;htp_performance_mode:2'
    Copy to clipboard

如需了解更多信息，请参阅 [QNN delegate 的外部 delegate 选项](https://docs.qualcomm.com/doc/80-70022-54SC/topic/sample-applications.html#external-delegate-options-for-qnn-delegate)。

下图着重展示了 benchmark\_model 工具呈现的以下统计数据。

- delegate 创建状态
- 模型使用 delegate 在硬件上运行的平均推理时间
- 模型执行的内存占用

Tab Qualcomm Linux
Tab Ubuntu

- *class* tabincludedirective

    - ![../../_images/tool-statistics-benchmark-model.png](data:image/png;base64,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)

**图：工具统计：benchmark\_model**

- *class* tabincludedirective

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

**图：工具统计：benchmark\_model**

有关 QNN delegate 如何加速模型的更多信息，请参阅[使用 QNN delegate 加速特定硬件上的模型](https://docs.qualcomm.com/doc/80-70022-54SC/topic/arch.html#qnn-delegate)。

### QNN delegate 的外部 delegate 选项

外部 delegate 接口动态加载 Qualcomm AI Engine direct delegate。因此，它没有关于 delegate 选项的静态信息。

外部 delegate 将字符串作为键值对发送到 Qualcomm AI Engine direct delegate，后者将其解析为选项。因此，使用外部 delegate 接口的应用程序必须事先确定接受的键和值选项字符串。

下表列出了 Qualcomm AI Engine Direct delegate 中可用的键值选项字符串：

表：键值选项字符串

| 选项键 | 选项值 | 默认值 | 必选 | 说明 |
| --- | --- | --- | --- | --- |
| backend\_type | GPU 和 Hexagon Tensor Processor | 不适用 | 是 | 用于打开和运行图的后端 Qualcomm AI Engine Direct 库 |
| gpu\_precision | 0, 1, 2, 3 | 2 = Float16 以获得最佳性能 | 否 | GPU 后端的精度，定义了图张量（输入或输出张量）的优化级别。<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0：遵守 LiteRT 图中指定的精度</p></li><br>> <li><p>1：32 位的浮点数</p></li><br>> <li><p>2：16 位的浮点数</p></li><br>> <li><p>3：混合</p></li><br>> </ul> |
| gpu\_performance\_mode | 0, 1, 2, 3 | 0 = 默认值 | 否 | 标记以提供 GPU 后端支持的精度模式。<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0：默认值</p></li><br>> <li><p>1: 高</p></li><br>> <li><p>2: 标准</p></li><br>> <li><p>3: 低</p></li><br>> </ul> |
| htp\_performance\_mode | 0, 1, 2, 3, 4, 5, 6, 7, 8 | 0 = 默认值 | 否 | 在 performance\_mode 中，delegate 会在推理过程中优先选择用户提供的性能级别，并在推理完成后恢复到较为宽松的状态。<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0：默认值</p></li><br>> <li><p>1：持续的高性能</p></li><br>> <li><p>2：突发</p></li><br>> <li><p>3：高性能</p></li><br>> <li><p>4：省电</p></li><br>> <li><p>5：低功耗省电</p></li><br>> <li><p>6：高功耗省电</p></li><br>> <li><p>7：低平衡</p></li><br>> <li><p>8：平衡</p></li><br>> </ul> |
| htp\_pd\_session | Unsigned, signed | Unsigned | 否 | 该标志定义了 Hexagon 张量处理器后端的 PD 会话。 |
| htp\_precision | 0 | 0 = 量化精度 | 否 | 标记以提供 Hexagon 张量处理器后端支持的精度模式。默认精度模式支持量化网络。只有特定 SoCs 可能支持其他精度模式。<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0：量化精度</p></li><br>> </ul> |
| htp\_optimization\_strategy | 0, 1 | 0 = 优化推理 | 否 | 用于选择 Hexagon 张量处理器后端优化策略的标志。默认优化策略对图进行推理优化。<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0：优化推理</p></li><br>> <li><p>1：优化以准备模型</p></li><br>> </ul> |
| htp\_perf\_ctrl\_strategy | 0, 1 | 0 = 手动 | 否 | 用于选择 Hexagon 张量处理器性能控制策略的标志。在初始化后端时手动评估性能参数，并在后端销毁时释放性能资源。<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: 手动</p></li><br>> <li><p>1: 自动</p></li><br>> </ul> |
| htp\_use\_conv\_hmx | 0, 1 | 1 = 启用 Qualcomm® Hexagon™ Matrix eXtensions (HMX) 以支持浅层 conv2d | 否 | 启用 HMX 以支持浅层 conv2d 的标志。如需了解更多信息，请参阅 C 接口或 `qnn_delegate.h`。<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0：不为浅层 conv2d 启用 HMX。</p></li><br>> <li><p>1：为浅层 conv2d 启用 HMX。</p></li><br>> </ul> |
| htp\_use\_fold\_relu | 0, 1 | 0 = 不将整流线性单元 (ReLU) 融合到 conv2d 中 | 否 | 启用将 ReLU 融合到 conv2d 的标志。如需了解更多信息，请参阅 C 接口或 `qnn_delegate.h`。<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0：不启用将 ReLU 融合到 conv2d 中。</p></li><br>> <li><p>1：启用将 ReLU 融合 conv2d 中。</p></li><br>> </ul> |
| library\_path | &lt;后端库文件的路径&gt; | 与所选 Qualcomm AI Engine Direct 后端关联的默认库 | 否 | 可选参数，用于覆写 Qualcomm AI Engine Direct 后端库。 |

Last Published: Nov 05, 2025

[Previous Topic
部署 LiteRT 模型](https://docs.qualcomm.com/bundle/publicresource/80-70022-54SC/topics/tensorflow-lite-developer-workflow.md) [Next Topic
编译 LiteRT](https://docs.qualcomm.com/bundle/publicresource/80-70022-54SC/topics/build-qualcomm-linux-and-install-tensorflow-lite-runtime.md)