US 2025/0156709 A1 · SYSTEM AND METHODS FOR TIME OR MEMORY BUDGET CUSTOMIZED DEEP LEARNING

Abstract

Methods and systems are provided for a customizable deep learning system. In one example, a system includes a processor and non-transitory memory storing instructions executable by the processor to receive a user selection of a time budget, enter an input to a deep learning system, the deep learning system including one or more deep learning models configured to generate a plurality of outputs based on the input, and wherein a number of outputs included in the plurality of outputs is based on the time budget, combine the plurality of outputs to form a final output, and output the final output for display on a display device, for downstream processing, and/or for storage in memory.

Claims20

Dependent claims

A system, comprising:

a processor;
and
non-transitory memory storing instructions executable by the processor to:
receive a user selection of a time budget;
enter an input to a deep learning system, the deep learning system including one or more deep learning models configured to generate a plurality of outputs based on the input, and wherein a number of outputs included in the plurality of outputs is based on the time budget;
combine the plurality of outputs to form a final output;
and
output the final output for display on a display device, for downstream processing, and/or for storage in memory.

5 more elements

Dependencies are inferred from the claim text.

System and methods for time or memory budget customized deep learning

Life of this patent

System and methods for time or memory budget customized deep learning

Life of this patent

Abstract

Claims20