Patent ID: 11922288
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 25:
26. A computer-implemented method comprising:
receiving a network input; and
processing the network input using a neural network system to generate a network output for the network input,
wherein the neural network system comprises:
a separable convolution subnetwork comprising a stack of a plurality of separable convolutional neural network layers, wherein each separable convolutional neural network layer is configured to:
separately apply both a depthwise convolution and a pointwise convolution during processing of an input to the separable convolutional neural network layer to generate a layer output,

wherein the depthwise convolution comprises a spatial convolution applied independently to each component of a plurality of components of the input, and the pointwise convolution comprises a 1×1 convolution.