公开(公告)号：US20230177116A1

公开(公告)日：2023-06-08

申请号：US17649277

申请日：2022-01-28

Applicant: Arm Limited

Inventor： Vasileios LAGANAKOS ,  Mark Richard NUTTER

IPC: G06K9/62 ,  G06N3/08 ,  G06N3/04

CPC classification number: G06K9/6262 ,  G06K9/6201 ,  G06N3/08 ,  G06N3/0454

Abstract: A computer-implemented method includes obtaining trained neural networks for performing a common task and test data for evaluating the performance of the trained neural networks, and inspecting the trained neural networks to identify functional blocks common to a plurality of the trained neural networks. For each identified functional block, extracting a respective network component for implementing the functional block within each of at least some of the trained neural networks, and for each extracted network component, evaluating performance of the network component, and storing performance data indicating said performance of the network component. Storing configuration data indicating a configuration of the identified functional blocks, receiving a request to synthesize a neural network for performing said task subject to a given set of constraints, and composing a plurality of network components in accordance with the configuration data and in dependence on the performance data and the given set of constraints.

公开(公告)号：US20240086502A1

公开(公告)日：2024-03-14

申请号：US17943428

申请日：2022-09-13

Applicant: Arm Limited

Inventor： Michael BARTLING ,  Derek Del MILLER ,  Mark Richard NUTTER ,  Hugo John Martin VINCENT

IPC: G06F21/31

CPC classification number: G06F21/31

Abstract: A computer-implemented method of operating a device is provided. The method comprises operating a sensor to capture a data input, individuating an element of the data input, tagging an individuated element with metadata, matching the metadata with an associated permission set, and applying a restricting function defined in the associated permission set to the individuated element during a process flow to produce augmented reality output data restricted as required by the associated permission set. A device is also provided, comprising a sensor, an individuating component to individuate an element of sensor data from the sensor, a tagging component to tag the individuated element, a matching component to match a tag of the individuated element with a permission of a permission set, and a restricting function component to restrict an application's interaction with the individuated element.