SNPE like many other neural network runtime engines uses layers as building blocks to define the structure of neural networks. The Inception v3 model files can be obtained by following the Getting Inception v3 tutorial. The following command will convert an Inception v3 TensorFlow model into a SNPE DLC file. The snpe-tensorflow-to-dlc tool converts a frozen TensorFlow model or a graph meta file into an equivalent SNPE DLC file. The DLC file is used by the SNPE runtime for execution of the neural network.Ī trained TensorFlow model consists of either:Ī pair of checkpoint and graph meta files SNPE supports these various models by converting them to a framework neutral deep learning container (DLC) format. Machine Learning frameworks have specific formats for storing neural network models.
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