# Run LiteRT sample applications

The LiteRT framework provides sample applications that you can use to do the following:

- Run an arbitrary LiteRT model
- Perform benchmarking

You can run LiteRT models using the label\_image sample applications through available delegates, such as the XNNPACK delegate or the GPU delegate, and perform benchmarking. To run models using the QNN delegate on the GPU or the Hexagon Tensor Processor, use the respective back-end libraries and external delegate options for the QNN delegate.

## Prerequisites to run LiteRT sample applications

The native LiteRT sample application uses the label\_image sample application provided by the LiteRT framework, which can run classification models, such as MobileNet v1 and v2.

Before you begin, ensure that you have the following:

- Ubuntu 22.04 host computer
- Qualcomm Linux development kit

To use the sample applications, download the following:

- Sample model
- Corresponding file containing labels
- Sample image

For instructions on how to download and copy the sample model, label files, and the sample image to the device, see [Run a LiteRT model using a native LiteRT sample application](https://docs.qualcomm.com/doc/80-70020-54/topic/getting-started.html#run-a-tensorflow-lite-model-using-a-native-tensorflow-lite-sample-application).

The sample applications use the MobileNet v1 model, which is trained on an ImageNet data set with 1000 classes as an example. MobileNet v1 demonstrates a model trained to classify an image.

## Run a LiteRT model using an available delegate

The LiteRT open-source framework provides the label\_image sample application to
run a LiteRT model using an available delegate. The source code for the label\_image
sample application is available on the [TensorFlow GitHub repository](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/examples/label_image).

The label\_image sample application is cross-compiled along with the LiteRT library and installed on the target device. The following examples demonstrate how to run LiteRT models using the available LiteRT delegates:

To use the XNNPACK delegate, run the following commands:

ssh root@[ip-addr]
    cd /etc/artifacts
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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
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To use the GPU delegate, run the following commands:

ssh root@[ip-addr]
    cd /etc/artifacts
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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
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The following figure shows the performance statistics for the GPU delegate created:

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

**Figure: Performance statistics for GPU delegate creation**

For more information about how the XNNPACK and GPU delegates accelerate models, see the following:

- [Use the XNNPACK delegate to accelerate models on CPUs](https://docs.qualcomm.com/doc/80-70020-54/topic/arch.html#xnnpack-delegate)
- [Use the GPU delegate to accelerate models on GPUs](https://docs.qualcomm.com/doc/80-70020-54/topic/arch.html#gpu-delegate)

### Benchmark LiteRT model performance

The open-source LiteRT provides a tool to benchmark model execution on hardware using delegates. This tool is available along with other artifacts installed on the device.

This benchmarking tool measures and calculates statistics for the following performance metrics:

- Initialization time
- Inference time of the Warm-up state
- Inference time of the Steady state
- Memory usage during initialization
- Overall memory usage

Before you begin, ensure that the downloaded models are in the `/etc/artifacts/` directory on the target device.

To benchmark models using the XNNPACK delegate, run the following commands:

ssh root@[ip-addr]
    cd /etc/artifacts
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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
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To benchmark models using the GPU delegate, run the following commands:

ssh root@[ip-addr]
    cd /etc/artifacts/
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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
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The following figure shows the benchmark\_model tool execution statistics for the GPU delegate:

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

**Figure: Benchmark model tool statistics for GPU**

Note

The native LiteRT sample application is currently not supported on the GPU delegate.

## Run the QNN delegate using an external delegate

The QNN delegate relies on the Qualcomm AI Engine direct API and its back ends to
speed up models on the Adreno GPU and the Hexagon Tensor Processor.

To run the QNN delegate using the external delegate interface, ensure that the following libraries are available on the device:

- `libQnnTFLiteDelegate.so` QNN delegate library
- Libraries from the Qualcomm AI Engine direct SDK

As part of the external delegate interface, `libQnnTFLiteDelegate.so` is available as an external delegate library to tools. After loading the delegate library, you can customize the model execution to use a specific back end through external delegate options.

For example:

- Use the `libQnnGpu.so` back-end library to run the QNN delegate on the GPU.
- Use the `libQnnHtp.so` back-end library to run models using the QNN delegate on the Hexagon Tensor Processor.

To benchmark a model on the Hexagon Tensor Processor, run the model through the QNN external delegate interface.

Use the following command to run inference:

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'
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For more information, see [External delegate options for QNN delegate](https://docs.qualcomm.com/doc/80-70020-54/topic/sample-applications.html#external-delegate-options-for-qnn-delegate).

The following figure highlights the following statistics presented by the benchmark\_model tool:

- Delegate creation status
- Average inference time that the model took to run on the hardware using a delegate
- Memory footprint of the model execution

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+S38AMFeKpMmQOj9bJdEHtIHI0JmSxdyZYA9YIRcSaMpw+TO5Ou6K5c46bpr5OFcC/1jn8jjhN4XvKwrvsD1FZrE85n9w3LDxZ5zD+v+Wc1iFZLL/ADl7lQdQvg/udj8n8ZmEubDGs9gM/vDu6WXoSr/26/ItzsXhIL/UmAHPhlp5m7lTrVNuZfsjPZ47RIyPlD7OuJA593WrZHsxhx1jpylusfz9pzcz+7DTOx1rTYrB9aVm4LrcdQuvGOKJ5UUs7+Uy/npp8aggg64pdflgJt29dK39AHn0kvOaJ9jWpfQku8mXXODvBIDqFvhjMxX7N8jd3GsRIk146KEWJe7M0BsrJIIPXQb59aw43Xnsj5/OtwO/BOcKCQCNYk6/h/YoLFugBSnOJXtPM19Bh5hxGJYRQyZJg6bc7hlSjgBDGNkGrEKyWZx2ssBa4EuccdT58F3ppioyR9Yi5D7ub3KKzgX+Lryp7Vli4FwQOQ276xe1qdTg308Qd+uopQGnG4Hef85dUY2tt2Mnd+u74tFfb1sppx4npzCwhdfPcZizl9fvwuzBGN27NK4pJCG4CNsEgUNR+jLzUpajL1adYwVhWDy3Gphr+e1bVvDD5cJSMNocixs7VzwqRPzESPCS4Q+TSoS3I/ThpXtIymSC3SAtkrgLbR81Jhf1s2XfON0UZFn3IyAzEBLciUHzAohq87PXY6aZ8l019VdwUWUrgyq0zpbpRUeyNyt6afFKa5Kulck3yEAm491BYt0AKU5xK9p5mvoMC2v2/tkmDptzuGVKOAEMY1x73utCnlKbnzGRWT/3h20Gz4kNCIifmIkeEEGNPerAm+0ugAUJOrAAjsFl25g8YNio/mX5Udi44MxVjKWf/y86fgpnWtJpz2ck1sb0HnbcjYk/ZzMtW+4m7IAdgGgsct1Y5/VDhF+sZI2x95EIhpHxTCad4j6cjPW38Vc0tI3aRjSDUfcKoRhKu8LtYbfpNnWEebKJW5Zv7FLA151KZL5Cs+vzz3creYo/ZBJA57ZtLB+aD2o27ToNUa+/qHZXpwq7xzObybCdFVIC+jO/z0FdFtvrctvQlau0stPcijMDJq7p+ZE9FDTIKtdxljCbd4OYpnfTPd3kJ8e+hMnWZd+bdppumizMdkFBTF7zBDSyZrsvNULhM+kcbFTvpUP2JpYZpdKmy3ZTo1jCe0IrYDLm46HA2xKfd8pheiBbG8L8TYLtft32n29mewFocmLfzArkUvRYIg1HvNmOZP5FtD5sgljsRZYFUWYjM7MKeW5n3gA3TKUqOaGmNlI2nhmMw0KcFW+Sc7ZYgchDQBW4M3M4eT/PYORzQh4TjLTRX8FfLPXM0iAYrNFHG4hF/kPIgS/2HMDBm/6TMj+ZflR2LjgzFWMo0wCf5Jn2p+xA1s/+oHxX+OS64MpWxWALB/hbuIeo15eTfWqKaCi+cXAWnVsRbeIr2qYWzph5J3eeHGUHh9LYdEiPZy1nxkDFIQOP7ZvXYKdI51jU6q6hBcRUaNtJIG3JTM/4bz+CkT3rbEZIE+aQTu6yp/SP/Uv276u23CSRezggZDC00YWb1uylUP+Ina2AT7NbdLLuTzZy2ijy7wljiNhsMlpmJKhfpp7bBxmYdi+YcRkvzJsVj03x2AoQdKdiGPF+ODMVYyjRi/1Ps9c/WuPA5p+1zGuT2khblAziYcZtV47ET63PDDzeb4gw+tKHg7kuv0QkyO5Mgmgv04x0g3xYCkdtvVChnGd5r9NXQLAbbJcePx9k7w7GFRo0X/8Cea28hqheVhqPycUSTkH4VWZnLxhMOzJligca7Fdla1GR2xmMGyUwRc/jDH27tBMsP8QbEN2kWdeu5iILvENsnftcy7d6YwD86h9AEtKI4wgA49ZxLxms5cL3eoULYBYRocLXYnnv2xMQL6EuVrLCacgLI+PyUx9NxlWknSEEPl8cLO6v2RBT1CJq9eTl2gG6e4kku0Ht/J9UzehGceUF8loXmh9hEVG+ygXfnTiVIFVRTTz16MGp/o4alDKSpodYrOXM7IGb47mfuyrY/rZ3hBgbgSiNJ/XTffmL88bkaSfSo9r5w3XCstj2JI0kFkAeDqsHe5ayi7EGhFssQ06Od+GcNz4Ktm49ICXY84eCxd4hDgQqt/UUYGN310aZ1Araj6aRFKw7HAxgNbgZfkBbVLhiIaLqeM/Hg00Se9p4iJRe0ADP8mOuwcKp1HxY07l6QQqVYekKGivPV1H6PdkUh20pyU0Y3n79wPTRJ3ZF+lQf5YeESDzyUlQKPl07qISZTwPOeC+BS44oTQIU2j/3+HVCR+35WjZ5dPvZL5lWUq5gGdkvDfVp4V1vTy/UU/4wRa3oT17FqmV9lnTKoVR7tesSNAKtWPk0nRnEGUO39PLn6J8Nw9xsN11UgPEDgFMHnKuW2k8wKKH8SccshAmmSIKLtsdx5PWRMHM8KZKw2jEp7Olwps4zyqDWQNpHtN/EJT2rE+MIn3o+saK88HcJ9SL86VXaPV6DW48IbksSwF/B57hvSAl2POHgsXeIQ4EMAduBYpPfYS9Y83NjK5fYSXGz/s+8Z1w8cN6suLjzoaNoNLM6gnDWkmf6EewjFXCtWj9lMSRLi3bLxMTFaubkJvp6aUcRrBcELu+uFEE9YJesGYC4hYJxcks21Q94tOh/WoM96tcLG0PwQ7y1WvrxjHNHOjD1DyR6mHSlZZCVTXcTaFcJY6ggD27sKuHJfssJkZqOVSjLbn9fAxFThcPDABu91MsK77068WSDEO5b+iBjw5NN93Av+en8KcdP2TObS1kmbh5or0ys5MNjuRPJxgzrIuqs6luh140lvC0cKb6dAI10ebZh+R2S/2luX/f7mXEWrONNx0XHrKIFPCbKqpir+Otd/PQ9cfCl4yPO5LNTIWiNGbPuQiIRVM2qa23gbW2sD+XXtNl7ayNAAbAjjBJAKBhLsT2RUfh92R0+aS2WHj+Elp9gaEAIrsG2N1xanyoNX9+edqnDh5EK9qD/tP397Ac6GswDK/5a9XJ7TrENyiodqJdSSHWUkitdICBc49DcPm8gwsAaAdfbNwGmpeFfvoNd5mRpLdWd+fNDSaaerFngPBFsgqL7QtwzSjUWSthm22ZipSsu5E3h0YVA7Kuy35KJN9Q2vUxw+4W0f0zBJ4r0a4oGD5LF6pY6nUSosX+iVj6LwsMB7rzsbnt7gN0fi/pBsr9pU5yNEWZgwCDLJEAcnHYNrTHPhCIFfiEQgo7WZRlKHGVzdUNHW0C2wL3TylbCotwp5Ny0T5e2Gy1+1OtJVlCIc8XDgfwCD3uJ76ENzHnd/fl3aN/W40JtitB+fakHVo30OBWh1/MhD6dYIQmTaAtE2EQdF6f+qeWNzYJTy3gJfZAh54+1V46m1D55QtZ/Y7AdZ585rscQBxSN4E60gMYBNOaX6sX+3bCx4+hiif0gQPt+fbCPJe1BH4JgyGHDnLfuuZTkCCBubj614QbuHpOoHoj5oVLD1JRoakuXIBMBDe3U/ORoiSG3W6o6w2Z/EDwDg1fN+Sj1ZPYGwSE3P8r99X5H6fMGUS1eX2eypEgWJ+P/UV9hfkCRNfAtJ4LLD36TKd+8QmJIH4V3hUjNgUfB2A4bGtSQojfaFBPCyFPFo9uyqVBYU6CgB41SQhtwhyy7j0YqZjLUJiSUdAJopsR03ra38P6w9nrzF1xgjeuWpXXFJIQ3f6fz0p5vrgYIByqVgMBWOmHjjydaTfTxESiBcl1Dp+9qzWye4/RxLNsfajV+WrjA8XWxK66kLPGXo08+GwzlyAPmmIgQA/1S1JGCFE4DLJEqfhRifcT/RPmZy00sK086WafMqIjiZqchfA16B8qzDG0JWKmImImcT+p88o5jI6fXChfZTL67XK5Mgexd1QFHUao27QvB8y4oaVXESLqHsKYqGRISktT4yATcdSFQTEFjrLn+ZiCvuKS2uY3YFlb/BttFKJttrm1Ci8CSjDk3YHG9up+ctNVbhr4/7YVwkhIMIvT24RDSk0xO25z45OTAn+lOztIFQMIRuaGTh6IgUZ19LcVh92jAXoSy6l8TFUyXvWBpTYk4oTk6j98vDSZqUQTwNbAPWUlxHYiH/4k0BLRxx6xyqGL0KQU6V04byCI6WVRT0NjhJPQTy5PgrXE/FdruWb1slyA91L+e0yI2WZx19+cLiAAj6FKe8JV5h3+hY49K6QKV4EKOmDZEJCi5JsvwnqdgoqJ5ne0FkZTxiZQnXVVqVTKgAuTf/PsFfH1RHnMyRHbuANSh3cW3gCFenyT+t6ERSNWsQC0F6Ka9laMwVuZpGbIipNBLBScihGIYeBVRxP5Pxvty2GXCysLNqRRyO7xy32PwNi4rFPBLP39LYNma2t1jzm7TJmxTEi2c/qOzWhf9DoWiTVolNNfLfMzIIF9bqrIxIhgsEne45geIB6zF0qyo7AGT+G9JXDS+IX5Oo4/VdCHDmHfDgFjmAa25+5zMY0VORiMwpYuq7abDfhDYiqDJA0iZ9v1xjCjOzhkv7cCh50a6S7DARdHicxl/Z/FcT8csoh/thZ/h9+v1eWpWDvZ5qpxShhTF+nhiCAhSLE7/QscXu5GANSVHnJPsH13YqNkkgZr71H8lLP3cspzqshZ55SXwXb1OLzW378RM/6FPwbSj+2fgrTquucaFB7oLivhCVr17A9khRXcmW7T7vPdviYjTulzQZyhTU9iu/YawTHxvGDTTFV6PeSznK6f/XB1enTI3zEnD5Y/idbZGlBpuelH0uLQTWjqvUc9BfzYaFU9fAWixJCLwa9ucr6WiuqkyuiY+g0MhQoQXjrcVth9jhF+tfzm9m6eqB2i/mTsw2N0urPGxOgwz2S8WwLxN5M0StydoxzKIDOPR1sjL+h0KGTJZ2BA0+JTiBsB/UckpggQicHzhpYBEr6eq6xUMYi03wL9ZDsKzJNeIzeH0zCF4fOYqUb+oBKOqjxIBsJeOgtv7Yy6W6zfuApC8vl8KREUQLLZY4QYAfTl/q3PCrxKtvnrmWCbdED3aPDQknelg8pcpBRHgIuU7afY7Q2BLMISBLubc7fimIea2cMMw3Fe4xaoBj/Xj7z3Oti3lhdBlicbBv44BIIGkgV/4yoIx8ouTTEUv89iKKP2hzY6ptGRg6FpZJghG0zv6Kd/ZmfG0QwVvHXF5DbSM3gEoxo4oX4aHZvGZ5PahEZXVhy1ip1Pk9bkyg7H3pKDzNfxO6AhBuMl3oBfDISZAxXzYRTzWJ32U0Mdv7yC0td94Z4WD3tWwJHGt7AMwJqgoB3MGr7KZTl5k/W7qg5oP1JWU205lhL0Q9UxitjHAK3zGYnKZGxveiO7MawUgyTRIr42GHb36JTjmcRebDXX+gEH31TnYTipD/xeHzmKlG/qASjqo8SAbCXjoLb+2Mulus37gKQvL5fCkRFECy2WOEGAH05f6tzwq8Srb565lgm3eAaRHPVx7fVLAyS2GDFHRwv5EbWhdPI0Onu7InX9u+7f3aM7+8C7eB85LPSNsMqGAVhI9EGMn8579oWfUs833edSf5lEXMJT2kRG/FRFZzgvJI4fjEpc1XADQaTWVaeJkA/GdF/ZWTdy8ioUVbCtFsV71Vyk3dCDIUfv6Cg8oajXDAe6ajEeLTojjpRjf0inpQMUDQ89V4DeYy2ALcLnWl50Vw7clq/vmnrYwQ7huAwQD86kheBmpHrzORgU0S7RnHNISXdny7Sgm3J/TdTs0kaLKMFoGeKcxN4KEufq2/BuMO/zjbcWKOlWXTKQNOLCmbQu37lk6FdPWk8oiJOZb/pvV6W1rwOq7aJyTIlidBdrebhbewZaM+St3jDNobKTj3AxJa25BcvP7ZNqnuCyknNy5ok9OrWmI1L09pqyAKfgFsUmg5LSP3x3E/IqnYtjnEWbQfMNohaMB4buEiglcS5QKGtsFrCGkAewVpE76zHUGxA0mQ3Z2McJrPG+IUuYuDw8GhNWfIfDyqmMyrks52E6hUhtX38ePronYqe+36w43XnscDRdkLkArAF3M6iMtzIsAS61IffZOgwVokPCa2spGHTNC825iZypOwJ4uOAlIvWqz9Lxbahwggbff8XA6ZH3oKhZn6lQfOe7BiVcwRmiu9f2PZNCWTR56gjiejruj/YuOZRn1puiihnbd4wnaazzrTTWypvBIvQLku72p7vx+730wyRqEbNwvv/7CXoe5o7SVvgdCXklx6RduT5V15YMbh9eoG/DwkspZMUsigaX7jjOGC0XWMzVAvn9o8qEhpm422GHmCTcTY1Ap2EGFso+ZphUSsCkUrgMxAntX//R7jusw0xE9JGys3NgM7qc/gzTIvIPPQn9ivV75CTKQlEgfhotCktjhH0udHmC8wNSRWzqgX7s8JZ0cMoP9TxODGWjb0JqfLtCzagp+JG5AWfjmViqMFGP6Y5UdpnN3HY5p1UspMC8pFyZsg0nUDJ+MG4pUMiuB0NGHU6tZ6z3UQuwxPMMEaWvG5jzrKoLwUrQCOehkkuz2ZctLKhBTV3dPq9w8EZ7RhrPbeSbYkjIcK0tlKKzxOA6vVtzUqMnpHdMQ72fqdrS6T3RV/m1HMyKSOxOgx8Y2meGSDCZ4Qgu2dn+NSbJFidjaiW8XhYMK5xXvdIa3CpR6AfZNiGK9f2ntnUWAw+yEOOLI4xiTkytV7l9FxmRZm/Q8vJQEGehkkGEtFOdJseD4S6Hyny2eVdoAKYef/5xZZOVXyxfaJHlD3dBE3D4HeO8ePmXOLm7rvU3WYVELfS7nMheNnl5Ww4UCPAjCtOf8Ra4PqVD18E1JzRPE+Xb9Hl2YccDl/9DwEfGdalUFNQmJJ9+mb8jCy9UlXqsNE40ymF3JGapPv0hfNBLdKQE7zVDJLDkl943S5du0M7i0b3CkBcWI8XQ6wZHxBmGM8J4wpLOmOzqJDO60HLv5nSR0ZTwlhCpRtwDGq8casnX76lakqsoQ4XhcbWlxxV/TTcelvcd5OHHcr8vtX79/+u6Iu1MexNDRMr0hgfl8W1kNtX/E8SrcTEahDhseUzB2dsreF3swxmVBQ0p6NzbHx9HCjCEk7XJ3T5+BXLjxCBv+tKrAE3OhtugIj8Rupf1fYLwj/yofK2taGmgu+bgph6j7cJleFETWi6giHLOfoz13mR/y0SxMPiJtp+Gh7qMCU//FcAFwmRlYEgcQI4wNakxaS89hU7+cpzRxyyZyrLjUWPc4xxVlX5CtRW8Xn8G8bGp8oOW7JbIGdm2e/AmVjzb3P+C83etTlI3LU8ouxIV3m2ugD5ewjsIrr9996esz1Vh5kovlT5aogyCrFpkAh078aPBRpczkmyxEuaak/9vZiuYrH27z6dQYpEtUM9Vme/OArYR0hvedGl3Cmea08pyfV1OJNRGDPuCPJQnsBrw5eYlxepxlnaiiFUCbJjUK0zgSsR3UvDZNbY1Pvm2ZetO+BTk9/7Rh0T7EXlnNc7z/iwjbUdaVnR7DzuB3KVM4Yzd7NorZTQexEB39gruTXNOEtBUA3pco99jFJHOf5po2MRaLFqvDFb/Gfp4v6wyrOra0a+HM88P0wACjDVwXNBZODuHUlOilWB/tyJwkPFXaewqHEAg9izbOgsBLW77DfhEGJyOAAAAAAAAAAAAAAAAW2gHznM7oon/IYV18gAkqV6tfxbxQuO21+KQAAr0C0LA3giZuHUFVJOlUQqjv/ugTr2I5uzoPVNFKuzzhF7qPLY3DuEFCAUcnWuwr8t7O6abn5lcbh2XiqpAzIernSCMDv5mk/70aFU/UGwjKS6qVLuxWHaJ0kbqDW04Fr8r8bRrG9Wpg/4khSDKukEy5KoTKnAx7UxDrPJkvA2sMAykAQpLeXgAAAAAAAAAAAAABTRAANy+nt8o1+8q5pc2KOMe8RrfSTP1guTr14myRoM0sTbgiOhoq5t2tzvyVdvJC1dOSBlpGS+cgvuXvWOvuU5WdUehNw729NLD3NpdQ+PmBvPVdxqyQwTjBu5c89O3cnodlZJmuZ8t8VEby2CD8eUR8LpwGocsRLS/JXTcbf33YysaJdFwcBDs35Vj2bLBkMKgXDBIJVI9MQqC8Dndu362HIk81Nj6P3Kbv0imNc8MQTpycW11OH6/7y0gW/huz0EXV7BaBhs9XLdKGXNpDGpZgP6cHoji5BFXetLvhnmBkU/QSEvyfn5TRBzYD3ubl1c3vPGsu69/tvsj+KGjYRk5DaYxXWFrulh4bDMDzO38Ap9qDrOOUc+2hnMYK50GbNd5Zt+8mQoLzhZ81ANIzFxjr/UeIHzFwe44/2gJImXecBaL3pagSNkwZHfbVuZiJEgPaavdRwFTZUlia6Ud3LeU1yWPObsi7dFUYJ5kYYjkq7wQWcjGPAJnS99jWr+Mqc5kUtbwdgrfjmfQBFiCFXYoxLD2q2E+PW5iqBQ5pvnWLiFY6bv51XFymMnu7deZZN5QyPjyN+9HrPNGabilpFSslvN57HFnb1gg0TQa34mvCBfrxBQNtJOg0hNAQI/2GOI/5DxCCJG5hbotF6AIWGPTyFAh1ZrJq4gVABSHynfucOv4Q+zlQ0BexJGNV+kOWz2yHYll1+YgbNrVMHxx8QI5o0uauU5FIp+QBk1K6ib9fMOvAoiRzlTPplvYsNMczEKjA5bE/kmq2go3zBVchjfVGbLijLImi4Rm3S83GF59IH7yt6yhw/9tDOXavrEMuV7U7pkgG6aKxDHu/7W4v3UxJU4bozM5GgXa8gN3w5e3ZjB7JbFUNxlJxGn57xqc0k+V1Dcjs51+4pU7B7Oti23rLrnHh9otjCbWGw1n6GEYA0mQ0c5UDHpPT2EuxGWpxkbEIXv5Xvq1qH7amnWlOkJ40s/eDdMXe196QYDczkv0Zxs6sNUX8aqS1UAEOBVElGhnMfMN9AEgUxGtyD+DyGsMQMO9fZHFcsOQhGgfp1ZYxW2QTr6d5TiyPzTnBQBauJw9iY6z2hw1zrWNBZHA/o+7VkbR6MO5Tqki3AeyqcHkrm8TSiroAIDfB9BKFCekKM55kPlBYdUlsojSoUpw/T1zzCKbZXlDMFK/XPuxGJEuH2TqOjUxs9AJiifEY349RcLXbHd/HLX/lYd+FRegIZ4q/tCYePKd2ywokFh2I6tftOLuxVznlk2OvgdXAeZWWWS121Z1Rrp+CCgqHNenMQWub3FhSX4e/ds+BSK0oHuN4zF3Vih9q2APHOgzG2OLaH4QDQqn0bXlmrlkgXKyt/SCilNBMMD00ERbbG2dCMRflZANxqilgVyjVZ6mSoYMcx0lMoziDA+QBwjySXNWoaFV5e78E+LKQgtHKojHUK1hIPdhI+Z71uEFazo8WnKhyVZEvzyNSjtDEaYXHP1ze8BrduPmxJz+bdYPBz0icJq7oX60G0llHm35uGFPwKP3UpHnuwfCBMiPhU1oKjBWpS19C1WqUD6hSE4qwYswfHHsvY5mFHuOinnQJSdTa3wfgmxC4adW5lglSHk3XQEO953hoXwrn0vbcqJgREdCWXTBqcGQ1SS6O6NtX43+q+tPrpYFDOPOZUypGyHtieohdRB9/HdK5M8ZoFRjuhbz3xoe2rVv9Qtk3CrowpPiU/jbTDCzttD2gVJkRQB9p1IF21ubYV+7Tvd/WCwwqSD8lKb7WzW+wwkpdJMmSbU86ucuThHFAIfFuN7U6ZzsKyy6pNBIYbkE0+YrJeS7QW39+BC4PC2N+fGiyXVrn5HW44tdJ8gYFNPX2mL2jgNzUpDAb80J1hvMQCJHMTXDRqQvq9/4sbV6qxa4c/KJntCAnOJVHdvXi9fU4VJXvVXKTd0IMhRv3XgQ1FGuGA901GI8WnRGyuvZt83+dOHAYeBo4VPZ6tPSgKTypv/foRgRwEVo2jWLZPlgKRwyY+vtlCfGBFMk20I9uNWVfDBPSJwiGu0rwkbetmqaDB68A+o2aEJcui3SsagY4Su7lqFVXL00P50hHEUXbz7V4oeX/inYr5nhjAFCP/143DgQYGCUtY61kIdWx40po4jMoU+ap3Ba+P4sKx2merWtrqZJPs6cVeKaBxSsuzRCmsHGb98NJwuoTaEKqxPfGh7atW/1C2Tg21HZDOK87+HPo6kVW8AmxdMbDytqkRk59L9LMpztNZ51pj50YCqorJrWBJb34fkz01pe5Xxn5suZR6Gfe3OnWrkI0fW1m8y8f8Y4R3ph3IbMCdHgGmD+1ax+ZR/HIZ86EuuN7UF55sDwmUeATwMJkjgOS/Ubx4VeJSD2w0qu5S4/1v0Ntm1LcKV5J+N15NhYgnbKgynJAGnBosNQtxF4GTO/HsiroJoazf+MglSkHKGtkHo0r/LTNy8/bnf/s2JihO7s3d9US5bJ5XUtuDbSjHUJQoftQN0xEXCEKvvaIS9L63jf6Jel+tMkNI1aCSEfvUQU63duU0+7YYhTZ4aoqRjyGEsYLbkdqOhAb9Hlg9P85qkgScyrng5dASr69s+yajhY1fp9GSeIRSVOq1belQtnyBy3omsb5YKbUkIrArXA9hdl/iW5oLJwl4L6CBGZO/ZpWjBS55O+tMHH5XhIvHOgSjHtnZi0d9TR65hF8iUWEJNWXkvjNwTy9guZ1zEh4Kwt4FaNfK6/X7FwF+7sfytgkfuw6qabS2G7wdCwidhirklP0lEYeLYpU+cR6BUg28YBnarULKSlGrPmRP65w0hhGkGc94QOguSxY8LlUU3A5ZlCewPnCg0e0ja3lZcUl2vL748MTX9B5hVcfzTtgCk3vt0yPvQVCzP1Kg+c92DEq5gjNFdUtLaE6GRXJnmLZhVZtiEPIc8lytH5ORkIDBvjej9AV3ryo0C81NH9QLku72p7vx+730wyRqEbOYiVTysEnVC88IBc2IRqi+BM4ttzkrbPq5cWKmwLCohr52L9tQCCoPVttJojsTqPv9on7aKoL4Jx1y6bCfJwZU+WApHDJj6+wbufqcaaqyFVIg7DN55POxsnCFHfIBmKts2r9VRHQ0VxUQXkbeUQiIZJL9O0E/hxpKUHu04Ux/UTJZ2QxlhXiflHXfHAm7VzwU6/Dhtg61EJBOIIAiie8/mYJ1FeMhoZtZo+wxFRHgIGZfau4x19tmNZyrGHTTJ6IZL5Yj4Knhe75FSEms15HN61gW9m1qa9pAUoa1sJ8iWLzh5ypajzo0qVv6sY+rGikPSctJIRoiQPoZQB3Pt6jeCDamR0VewDJCpAWlos2CWdT2084z17Gyr6YW7JbgFu3/r8HlS23bgVnHaNBRDow4GU6BazkQz51sygGQhIowUj7meninLIHQw/+PgwkfPqmC+cnEo1QQycm2bU/wsCGT0vxrijcdmnutAzvAFzzvEduA2vCglmSAZstGHJuzIXSU5G6KVLvkj/dL9aJmlcsgTQ4wCH2AWxhEWESpFU/m6MqnWV0cHz8A/LetOl1Krx+FUzlx5ZfzT+oDyazVysjNfgaiLwAzJL2/RQZKGz/99S6LOgiwzjZg/2uCXTkgQeedFmFCtBBZ9Z8qIXKd0de/DeQW69PwwcLg6JKNN0X2dZFPrGwqswFuwVeiGYQeGOkEyGlljfmMDztlwZee8NySFFESOcqWbEUYHkQoBtzROK+p4su/wFMxT6sUoYYrjSgxvxr56CFORNSP78gyHbi8RTI2E22Sg1OKQ91E8DTlejuizxVgXl/e3yOHIR0LsKq8JOd7ff80He7ScekkJSdq/eqljxZIYtPMvpEzRir1dYbF/A18IScDxWcx10Ai/Vz4GUn22ilSim2329oaObMcpRyXadCP+8RyDS1dBjdsk/Nr43olY85q6wsJ1/KpYoEQ5MZNllWnZmUkgp61qPL7iUwJ7mL2nZpuGyg+5010506ZZxF2AAAAAAAAAAAAAt7AAAAAAAABJNcPP7H2gENKc0srrhw1sM7b8AKBMSFk/MyAJlhE7Hk3MhXenRI9Geh080K0opzVdtB6f1y5LD3enmhXT+Dnm9xHQ4XUN03Q6eaFaUAUCYkLJ+ZkATLCJ2PJwB50HnzDtk3PyfwNcV2ifl0NgT+7MF/XLkxE1DSJc24Rxyleh+guMP7yLEExsHe9IVGQpMpzVdtB6f36C4w/vIsQTGVwCmJQB+niOoO+ZoVpQBQJiQsn5mQBMsInY8nAHos/blyYiahpEubdw72p959SNzZ/feeRYgmMrgFMOw13dFy6GQ2AAAFhNUCDHCgAAPD94cGFja2V0IGJlZ2luPSLvu78iIGlkPSJXNU0wTXBDZWhpSHpyZVN6TlRjemtjOWQiPz4gPHg6eG1wbWV0YSB4bWxuczp4PSJhZG9iZTpuczptZXRhLyIgeDp4bXB0az0iQWRvYmUgWE1QIENvcmUgOS4xLWMwMDMgNzkuOTY5MGE4NywgMjAyNS8wMy8wNi0xOToxMjowMyAgICAgICAgIj4gPHJkZjpSREYgeG1sbnM6cmRmPSJodHRwOi8vd3d3LnczLm9yZy8xOTk5LzAyLzIyLXJkZi1zeW50YXgtbnMjIj4gPHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9IiIgeG1sbnM6eG1wPSJodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvIiB4bWxuczpkYz0iaHR0cDovL3B1cmwub3JnL2RjL2VsZW1lbnRzLzEuMS8iIHhtbG5zOnBob3Rvc2hvcD0iaHR0cDovL25zLmFkb2JlLmNvbS9waG90b3Nob3AvMS4wLyIgeG1sbnM6eG1wTU09Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC9tbS8iIHhtbG5zOnN0RXZ0PSJodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvc1R5cGUvUmVzb3VyY2VFdmVudCMiIHhtbG5zOnN0UmVmPSJodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvc1R5cGUvUmVzb3VyY2VSZWYjIiB4bWxuczp0aWZmPSJodHRwOi8vbnMuYWRvYmUuY29tL3RpZmYvMS4wLyIgeG1sbnM6ZXhpZj0iaHR0cDovL25zLmFkb2JlLmNvbS9leGlmLzEuMC8iIHhtcDpDcmVhdG9yVG9vbD0iQWRvYmUgUGhvdG9zaG9wIDI2LjggKFdpbmRvd3MpIiB4bXA6Q3JlYXRlRGF0ZT0iMjAyNS0wNi0yNFQxNzowNzozOSswNTozMCIgeG1wOk1vZGlmeURhdGU9IjIwMjUtMDYtMjRUMTc6MTc6MjUrMDU6MzAiIHhtcDpNZXRhZGF0YURhdGU9IjIwMjUtMDYtMjRUMTc6MTc6MjUrMDU6MzAiIGRjOmZvcm1hdD0iaW1hZ2UvcG5nIiBwaG90b3Nob3A6Q29sb3JNb2RlPSIzIiB4bXBNTTpJbnN0YW5jZUlEPSJ4bXAuaWlkOmRiNDQzNWE2LTBiMmQtNjg0Ny1iNTYxLTMxZDVkMjQ1NzMyZSIgeG1wTU06RG9jdW1lbnRJRD0iYWRvYmU6ZG9jaWQ6cGhvdG9zaG9wOmI3OWM0OTc1LTI5MTMtMTc0Ny1hMWM1LWVlN2FiOGJkYzM4MSIgeG1wTU06T3JpZ2luYWxEb2N1bWVudElEPSJ4bXAuZGlkOmYzYWZjNmRhLWJhMzgtMWU0Ni1hZDUzLThmZTZhMzkwMGI3YyIgdGlmZjpPcmllbnRhdGlvbj0iMSIgdGlmZjpYUmVzb2x1dGlvbj0iOTYwMDAwLzEwMDAwIiB0aWZmOllSZXNvbHV0aW9uPSI5NjAwMDAvMTAwMDAiIHRpZmY6UmVzb2x1dGlvblVuaXQ9IjIiIGV4aWY6Q29sb3JTcGFjZT0iNjU1MzUiIGV4aWY6UGl4ZWxYRGltZW5zaW9uPSIxOTIwIiBleGlmOlBpeGVsWURpbWVuc2lvbj0iODE5Ij4gPHhtcE1NOkhpc3Rvcnk+IDxyZGY6U2VxPiA8cmRmOmxpIHN0RXZ0OmFjdGlvbj0iY3JlYXRlZCIgc3RFdnQ6aW5zdGFuY2VJRD0ieG1wLmlpZDpmM2FmYzZkYS1iYTM4LTFlNDYtYWQ1My04ZmU2YTM5MDBiN2MiIHN0RXZ0OndoZW49IjIwMjUtMDYtMjRUMTc6MDc6MzkrMDU6MzAiIHN0RXZ0OnNvZnR3YXJlQWdlbnQ9IkFkb2JlIFBob3Rvc2hvcCAyNi44IChXaW5kb3dzKSIvPiA8cmRmOmxpIHN0RXZ0OmFjdGlvbj0iY29udmVydGVkIiBzdEV2dDpwYXJhbWV0ZXJzPSJmcm9tIGltYWdlL3BuZyB0byBhcHBsaWNhdGlvbi92bmQuYWRvYmUucGhvdG9zaG9wIi8+IDxyZGY6bGkgc3RFdnQ6YWN0aW9uPSJzYXZlZCIgc3RFdnQ6aW5zdGFuY2VJRD0ieG1wLmlpZDpmMTZkODQ2Ni1mODdiLTkyNDYtOGM2Ny1jNDE3NzhlY2MwMDIiIHN0RXZ0OndoZW49IjIwMjUtMDYtMjRUMTc6MTI6MTcrMDU6MzAiIHN0RXZ0OnNvZnR3YXJlQWdlbnQ9IkFkb2JlIFBob3Rvc2hvcCAyNi44IChXaW5kb3dzKSIgc3RFdnQ6Y2hhbmdlZD0iLyIvPiA8cmRmOmxpIHN0RXZ0OmFjdGlvbj0ic2F2ZWQiIHN0RXZ0Omluc3RhbmNlSUQ9InhtcC5paWQ6Mzk5NWQzYWYtNDJmZi1mMzQwLTg4NzUtMzUyNjQyYTc0YjhhIiBzdEV2dDp3aGVuPSIyMDI1LTA2LTI0VDE3OjE3OjI1KzA1OjMwIiBzdEV2dDpzb2Z0d2FyZUFnZW50PSJBZG9iZSBQaG90b3Nob3AgMjYuOCAoV2luZG93cykiIHN0RXZ0OmNoYW5nZWQ9Ii8iLz4gPHJkZjpsaSBzdEV2dDphY3Rpb249ImNvbnZlcnRlZCIgc3RFdnQ6cGFyYW1ldGVycz0iZnJvbSBhcHBsaWNhdGlvbi92bmQuYWRvYmUucGhvdG9zaG9wIHRvIGltYWdlL3BuZyIvPiA8cmRmOmxpIHN0RXZ0OmFjdGlvbj0iZGVyaXZlZCIgc3RFdnQ6cGFyYW1ldGVycz0iY29udmVydGVkIGZyb20gYXBwbGljYXRpb24vdm5kLmFkb2JlLnBob3Rvc2hvcCB0byBpbWFnZS9wbmciLz4gPHJkZjpsaSBzdEV2dDphY3Rpb249InNhdmVkIiBzdEV2dDppbnN0YW5jZUlEPSJ4bXAuaWlkOmRiNDQzNWE2LTBiMmQtNjg0Ny1iNTYxLTMxZDVkMjQ1NzMyZSIgc3RFdnQ6d2hlbj0iMjAyNS0wNi0yNFQxNzoxNzoyNSswNTozMCIgc3RFdnQ6c29mdHdhcmVBZ2VudD0iQWRvYmUgUGhvdG9zaG9wIDI2LjggKFdpbmRvd3MpIiBzdEV2dDpjaGFuZ2VkPSIvIi8+IDwvcmRmOlNlcT4gPC94bXBNTTpIaXN0b3J5PiA8eG1wTU06RGVyaXZlZEZyb20gc3RSZWY6aW5zdGFuY2VJRD0ieG1wLmlpZDozOTk1ZDNhZi00MmZmLWYzNDAtODg3NS0zNTI2NDJhNzRiOGEiIHN0UmVmOmRvY3VtZW50SUQ9ImFkb2JlOmRvY2lkOnBob3Rvc2hvcDpkYzI1Y2MwMy02NWI5LTAxNDctYmQ3MS1jOTJlZWMwNDYwOTkiIHN0UmVmOm9yaWdpbmFsRG9jdW1lbnRJRD0ieG1wLmRpZDpmM2FmYzZkYS1iYTM4LTFlNDYtYWQ1My04ZmU2YTM5MDBiN2MiLz4gPC9yZGY6RGVzY3JpcHRpb24+IDwvcmRmOlJERj4gPC94OnhtcG1ldGE+IDw/eHBhY2tldCBlbmQ9InIiPz4A)

**Figure: Tool statistics: benchmark\_model**

For more information about how the QNN delegates accelerates models, see [Use the QNN delegate to accelerate models on specific hardware](https://docs.qualcomm.com/doc/80-70020-54/topic/arch.html#qnn-delegate).

Known issue

Benchmarking with an external delegate is failing on IQ-9075.

### External delegate options for the QNN delegate

The external delegate interface dynamically loads the Qualcomm AI Engine direct
delegate. Therefore, it doesn’t have static information about the delegate options.

The external delegate sends strings as key and value pairs to the Qualcomm AI Engine direct delegate, which parses them as options. Therefore, the application using the external delegate interface must determine the accepted key and value option strings beforehand.

The following table lists the key value option strings that are available in the Qualcomm AI Engine direct delegate:

Table: Key value option strings

| Option key | Option value | Default value | Mandatory | Description |
| --- | --- | --- | --- | --- |
| backend\_type | GPU and Hexagon Tensor Processor | NA | Yes | The back-end Qualcomm AI Engine direct library used for opening and running the graph. |
| gpu\_precision | 0, 1, 2, 3 | 2 = Float16 for best performance | No | Precision for the GPU back end that defines the optimization levels of the graph tensors that are either input or output tensors.<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: Obey precisions specified in the LiteRT graph</p></li><br>> <li><p>1: Float32</p></li><br>> <li><p>2: Float16</p></li><br>> <li><p>3: Hybrid</p></li><br>> </ul> |
| gpu\_performance\_mode | 0, 1, 2, 3 | 0 = default | No | Flag to provide precision modes supported by the GPU back end.<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: Default</p></li><br>> <li><p>1: High</p></li><br>> <li><p>2: Normal</p></li><br>> <li><p>3: Low</p></li><br>> </ul> |
| htp\_performance\_mode | 0, 1, 2, 3, 4, 5, 6, 7, 8 | 0 = default | No | In performance\_mode, the delegate votes for the provided performance level during inference and returns to a relaxed vote after the inference has completed.<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: Default</p></li><br>> <li><p>1: Sustained high performance</p></li><br>> <li><p>2: Burst</p></li><br>> <li><p>3: High performance</p></li><br>> <li><p>4: Power saver</p></li><br>> <li><p>5: Low-power saver</p></li><br>> <li><p>6: High-power saver</p></li><br>> <li><p>7: Low balance</p></li><br>> <li><p>8: Balance</p></li><br>> </ul> |
| htp\_pd\_session | Unsigned, signed | Unsigned | No | This flag defines the PD session of the Hexagon Tensor Processor back end. |
| htp\_precision | 0 | 0 = quantized precision | No | Flag to provide precision modes supported by the Hexagon Tensor Processor back end. The default precision mode supports quantized networks. Only certain SoCs may support other precision modes.<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: Quantized precision</p></li><br>> </ul> |
| htp\_optimization\_strategy | 0, 1 | 0 = optimize for inference | No | Flag to select the optimization strategy used by the Hexagon Tensor Processor back end. The default optimization strategy optimizes the graph for inference.<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: Optimize for inference</p></li><br>> <li><p>1: Optimize to prepare the model</p></li><br>> </ul> |
| htp\_perf\_ctrl\_strategy | 0, 1 | 0 = manual | No | Flag to select the Hexagon Tensor Processor performance control strategy. Manually vote the performance while initializing the back end and release the performance the moment the back end is destroyed.<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: Manual</p></li><br>> <li><p>1: Auto</p></li><br>> </ul> |
| htp\_use\_conv\_hmx | 0, 1 | 1 = enable Qualcomm® Hexagon™ Matrix eXtensions (HMX) for short depth conv2d | No | Flag to enable HMX for short depth conv2d. For more information, see the C interface or `qnn_delegate.h`.<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: Don’t enable HMX for short-depth conv2d.</p></li><br>> <li><p>1: Enable HMX for short-depth conv2d.</p></li><br>> </ul> |
| htp\_use\_fold\_relu | 0, 1 | 0 = Don’t fuse rectified linear unit (ReLU) into conv2d | No | Flag to enable integration of ReLU into conv2d. For more information, see the C interface or `qnn_delegate.h`.<br><br><br><br>> <br>> <br>> <ul class="simple"><br>> <li><p>0: Don’t enable integration of ReLU into conv2d.</p></li><br>> <li><p>1: Enable integration of ReLU into conv2d.</p></li><br>> </ul> |
| library\_path | &lt;Path to the back-end library file&gt; | Default library associated with the chosen Qualcomm AI Engine direct back end | No | Optional parameter to override the Qualcomm AI Engine direct back-end library. |

Last Published: Oct 09, 2025

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