# Running the Inception v3 Model in Windows

## Overview

> 
> 
> The example C++ application in this tutorial is called **snpe-net-run.exe**.  It is a command line executable that executes a neural network using Qualcomm® Neural Processing SDK APIs.
> 
> 
> The required arguments to snpe-net-run are:
> 
> 
> - A neural network model in the DLC file format
> - An input list file with paths to the input data.
> 
> 
> 
> Optional arguments to snpe-net-run.exe are:
> 
> - Choice of CPU, DSP runtimes (default is CPU)
> - Output directory (default is .\output)
> - Show help description
> 
> 
> 
> 
> 
> 
> snpe-net-run creates and populates an output directory with the results of executing the neural network on the input data.
> 
> 
> ![../images/neural_network.png](data:image/png;base64,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)
> 
> 
> 
> 
> 
> The Qualcomm® Neural Processing SDK provides Windows binaries of **snpe-net-run.exe** under
> 
> - $SNPE\_ROOT/bin/x86\_64-windows-msvc
> - $SNPE\_ROOT/bin/aarch64-windows-msvc
> 
> 
> 
> The Qualcomm® Neural Processing SDK also provides **SNPE.dll** under
> 
> - $SNPE\_ROOT/lib/x86\_64-windows-msvc/SNPE.dll
> - $SNPE\_ROOT/lib/aarch64-windows-msvc/SNPE.dll
> 
> 
> 
> Prerequisites
> 
> - The Qualcomm® Neural Processing SDK (Linux Version) has been set up following the [Qualcomm (R) Neural Processing SDK Setup](https://docs.qualcomm.com/doc/80-63442-10/topic/SNPE_general_setup.html).
> - The [Tutorials Setup](https://docs.qualcomm.com/doc/80-63442-10/topic/tutorial_setup.html) has been completed on the Linux host.
> - TensorFlow is installed on the Linux host(see [TensorFlow Setup](https://docs.qualcomm.com/doc/80-63442-10/topic/SNPE_general_setup.html#tensorflow-setup))
> - The Qualcomm® Neural Processing SDK (Windows Version) installed.
> - Python3.x is installed on the Windows host.

## Introduction

> 
> 
> The Inception v3 Imagenet classification model is trained to classify images with 1000 labels.
> 
> 
> The DLC for the model used in this tutorial was generated and optimized using
> the TensorFlow optimizer tool, during the [Getting Inception v3](https://docs.qualcomm.com/doc/80-63442-10/topic/tutorial_setup.html#tutorial_setup_inception_v3) portion
> of the [Tutorials Setup](https://docs.qualcomm.com/doc/80-63442-10/topic/tutorial_setup.html) , by the script
> $SNPE\_ROOT/examples/Models/InceptionV3/scripts/setup\_inceptionv3\_snpe.py.
> Additionally, if a fixed-point runtime such as DSP was selected when
> running the setup script, the model was quantized by snpe-dlc-quantize.
> 
> 
> [Learn more about a quantized model](https://docs.qualcomm.com/doc/80-63442-10/topic/quantized_models.html).

## Run on Windows Host

> 
> 
> At this point, you should have an InceptionV3 folder in $SNPE\_ROOT/examples/Models/InceptionV3 on the Linux host.
> Copy it to the Windows host or the device where you are going to run snpe-net-run.exe.
> Before you run snpe-net-run.exe, you need to modify the input file list:
> 
> 
> InceptionV3/data/cropped/raw\_list.txt
> 
> 
> data/cropped/notice_sign.raw
>     data/cropped/trash_bin.raw
>     data/cropped/chairs.raw
>     data/cropped/plastic_cup.raw
>     Copy to clipboard
> 
> 
> Note
> 
> 
> Please note that paths with spaces are not supported in input lists. If you are using $SNPE\_ROOT/examples/Models/InceptionV3/scripts/create\_file\_list.py
> to generate the input list, using the -r option will enable usage of relative paths instead of absolute paths, which can be helpful to get around this.
> 
> 
> Execute the following command to setup essential components(`$SDK_ROOT` is the location of Qualcomm® Neural Processing SDK):
> 
> 
> & "$SDK_ROOT\bin\envsetup.ps1"
>     Copy to clipboard
> 
> 
> Navigate to the InceptionV3 folder and run **snpe-net-run.exe** in the same session powershell that had setup the environment with envsetup.ps1
> 
> 
> cd InceptionV3
>     snpe-net-run --container dlc/inception_v3.dlc --input_list data/cropped/raw_list.txt
>     Copy to clipboard
> 
> 
> After few seconds, you should see the results in InceptionV3/output/.
> 
> 
> One of the inputs is data/cropped/chairs.raw and it was created from
> data/cropped/chairs.jpg which looks like the following:
> 
> 
> 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)
> 
> 
> 
> 
> 
> With this input, snpe-net-run created the output file
> $SNPE\_ROOT/examples/Models/InceptionV3/output/Result\_0/InceptionV3/Predictions/Reshape\_1\_0.raw.
> It holds the output tensor data of 1000 probabilities for the 1000 categories.
> The element with the highest value represents the top classification.  A python script to
> interpret the classification results is provided and can be used as follows:
> 
> 
> python3 scripts/show_inceptionv3_classifications_snpe.py -i data/cropped/raw_list.txt \
>                                                         -o output/ \
>                                                         -l data/imagenet_slim_labels.txt
>     Copy to clipboard
> 
> 
> The output should look like the following, showing classification results for all the images.
> 
> 
> Classification results
>     ./data/cropped/notice_sign.raw 0.167454 459 brass
>     ./data/cropped/trash_bin.raw   0.684571 413 ashcan
>     ./data/cropped/chairs.raw      0.382223 832 studio couch
>     ./data/cropped/plastic_cup.raw 0.990612 648 measuring cup
>     Copy to clipboard
> 
> 
> **Binary data input**
> 
> 
> Note that the Inception v3 image classification model does not accept jpg files
> as input. The model expects its input tensor dimension to be 299x299x3 as a float
> array. The scripts/setup\_inception\_v3\_snpe.py script performs a jpg to binary
> data conversion by calling scripts/create\_inception\_v3\_raws.py. The scripts are
> an example of how jpg images can be preprocessed to generate input for the
> Inception v3 model.

## Run on Windows Target

> 
> 
> **Select target architecture**
> 
> 
> Qualcomm® Neural Processing SDK provides Windows binaries for arm64-v8a architectures. The Qualcomm® Neural Processing SDK provides Windows
> binaries of **snpe-net-run.exe** and **SNPE.dll** under the paths mentioned above. You
> also need to manually upload msvcp140.dll and vcruntime140.dll - which are provided
> by Visual Studio - to your device so that snpe-net-run.exe has complete runtime support.
> 
> 
> **Push binaries to target**
> 
> 
> Push the Qualcomm® Neural Processing SDK libraries and the prebuilt snpe-net-run.exe executable to the InceptionV3
> folder and then copy the folder to your Windows device.
> For example, you can copy the InceptionV3 folder using tshell or network.
> 
> 
> After this you can run as is on the Windows host. If you have no Python3.x installed on
> the Windows device, you need to copy the output folder back to the Windows host.
> 
> 
> After executing, check the classification results by running the following python script:
> 
> 
> python3 scripts/show_inceptionv3_classifications_snpe.py -i data/target_raw_list.txt \
>                                               -o output/ \
>                                               -l data/imagenet_slim_labels.txt
>     Copy to clipboard
> 
> 
> The output should appear as shown above, showing classification results for all the images.

## Running on Windows using DSP Runtime

> 
> 
> Note
> 
> 
> You need to put the following files in the directory where SNPE.dll resides.
> 
> 
> 
> > 
> > 
> > - - dsp shared object file:
> >     - - SC8180X:  $SNPE\_ROOT/lib/hexagon-v66/unsigned/libSnpeDspV66Skel.so
> >     - SC8280X:  $SNPE\_ROOT/lib/hexagon-v68/unsigned/libSnpeHtpV68Skel.so
> >     - SC8380XP: $SNPE\_ROOT/lib/hexagon-v73/unsigned/libSnpeHtpV73Skel.so
> > - - dsp dynamic link library file:
> >     - - SC8180X : $SNPE\_ROOT/lib/aarch64-windows-msvc/SnpeDspV66Stub.dll
> >     - SC8280X : $SNPE\_ROOT/lib/aarch64-windows-msvc/SnpeHtpV68Stub.dll
> >     - SC8380XP: $SNPE\_ROOT/lib/aarch64-windows-msvc/SnpeHtpV73Stub.dll
> >     - SC8380XP: $SNPE\_ROOT/lib/arm64x-windows-msvc/SnpeHtpV73Stub.dll
> > - - on-device prepared graph library (required by HTP backend):
> >     - - SC8280X : $SNPE\_ROOT/lib/aarch64-windows-msvc/SnpeHtpPrepare.dll
> >     - SC8380XP: $SNPE\_ROOT/lib/aarch64-windows-msvc/SnpeHtpPrepare.dll
> >     - SC8380XP: $SNPE\_ROOT/lib/arm64x-windows-msvc/SnpeHtpPrepare.dll
> 
> 
> Try running on a Windows target with the --use\_dsp option as follows:
> 
> 
> snpe-net-run.exe --container inception_v3_quantized.dlc --input_list target_raw_list.txt --use_dsp
>     Copy to clipboard
> 
> 
> Check the classification results by running the following python script:
> 
> 
> python3 scripts/show_inceptionv3_classifications_snpe.py -i data/target_raw_list.txt \
>                                         -o output/ \
>                                         -l data/imagenet_slim_labels.txt
>     Copy to clipboard
> 
> 
> The output should look like the one as cpu runtime outputs, showing classification results
> for all the images.
> 
> 
> Classification results are identical to the run with CPU runtime, but there are
> differences in the probabilities associated with the output labels due to
> floating point precision differences.

Last Published: Jun 04, 2026

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