# Network Resizing

Qualcomm® Neural Processing SDK can dynamically resize networks when they are loaded.
Suppose that we have converted a model from Tensorflow with the
following command:

snpe-tensorflow-to-dlc -p predict_net.pb -e init_net.pb -i data 1,3,244,244 -d model.dlc
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Then, we might use the following code to initialize the network
to consume a batch of 1080p images:

#include <SNPE/SNPE.hpp>
    
    auto container = zdl::DlContainer::IDlContainer::open("model.dlc");
    
    zdl::DlSystem::TensorShapeMap inputShapeMap;
    inputShapeMap.add("data", {3,1080,1440,3})
    
    zdl::SNPE::SNPEBuilder builder(container.get());
    builder.setInputDimensions(inputShapeMap);
    
    auto snpe = builder.build();
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Last Published: Oct 02, 2025

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