DNN Plugin Sample

Table of Contents

• Description
• Running the Sample
• Output
• Additional Information

Note

SW Release Applicability: This sample is available in both NVIDIA DriveWorks and NVIDIA DRIVE Software releases.

Description

The DNN Plugin sample loads and runs an MNIST network with a custom implementation of the layer named ip2.

FCCLayer.cpp implements this layer and defines the functions that are required by DriveWorks to load a plugin. This file is then compiled as a shared library, which is then loaded by sample_dnn_plugin executable at runtime.

Running the Sample

The command line for the sample is:

./sample_dnn_plugin

Note

This sample loads mnist digit recognition network from:

• data/samples/dnn/pascal if the detected GPU has PASCAL architecture.
• data/samples/dnn/volta if the detected GPU has VOLTA architecture.

Output

The sample creates a window, displays a white screen where a hand-drawn digit will be recognized via aforementioned MNIST network model.

Digit being recognized using DNN with a plugin

Additional Information

For more information, see DNN Plugins.