Abstract: Systems and methods for efficient convolution based on matrix multiply and add (MMA) are described. An example processor having a plurality of processing lanes is configured to perform convolution of a matrix of activation elements and a filter matrix in accordance with a configurable series of instructions including a plurality of MMA instructions and shift instructions while reusing activation elements already loaded to the datapath or associated memory over a plurality of MMA operations. Associated methods are also described.

Abstract: Disclosed are methods, systems, and non-transitory computer-readable media for displaying relevant data based on facial recognition. The method may include displaying a graphic user interface (GUI) on a display of a user device for a face recognition search process, and determining whether a facial recognition user input has been received. In response to determining the facial recognition user input has been received, a request message may be generated, the request message include an image, and the request message may be transmitted to a facial recognition service. A response may be received from the facial recognition service, and the GUI may be updated to display one or more information cards based on the received response, the one or more information cards being associated with the image.

Abstract: Disclosed are methods, systems, and non-transitory computer-readable media for displaying relevant data based on facial recognition. The method may include displaying a graphic user interface (GUI) on a display of a user device for a face recognition search process, and determining whether a facial recognition user input has been received. In response to determining the facial recognition user input has been received, a request message may be generated, the request message include an image, and the request message may be transmitted to a facial recognition service. A response may be received from the facial recognition service, and the GUI may be updated to display one or more information cards based on the received response, the one or more information cards being associated with the image.