METHOD AND APPARATUS FOR MULTI-TASK PROCESSING

Organization Name

Samsung Electronics Co., Ltd.

Inventor(s)

JUN-WOO Jang of Suwon-si Gyeonggi-do (KR)

Jaekang Shin of Daejeon (KR)

Lee-Sup Kim of Daejeon (KR)

METHOD AND APPARATUS FOR MULTI-TASK PROCESSING - A simplified explanation of the abstract

This abstract first appeared for US patent application 18337195 titled 'METHOD AND APPARATUS FOR MULTI-TASK PROCESSING

Simplified Explanation

The abstract of this patent application describes a method and apparatus for multi-task processing. The method involves several steps, including obtaining a base output for a first layer, restoring an input map for a second layer, obtaining an output map for the second layer, obtaining a delta output map for the second layer, and storing the base output map and the delta output map.

The patent/application is about a method and apparatus for multi-task processing.
The method involves obtaining a base output for a first layer.
The method also involves restoring an input map for a second layer.
The method further involves obtaining an output map for the second layer.
The method also involves obtaining a delta output map for the second layer.
The method concludes by storing the base output map and the delta output map.

Potential applications of this technology:

Image processing: This method and apparatus can be used in image processing tasks, such as object recognition, where multiple layers of processing are required.
Natural language processing: The method can be applied to tasks like sentiment analysis or language translation, where different layers of processing are involved.
Video processing: This technology can be utilized in video processing applications, such as video compression or video analysis, where multi-task processing is needed.

Problems solved by this technology:

Efficient processing: The method and apparatus provide a way to efficiently process multiple tasks by storing and restoring intermediate results, reducing the computational load.
Resource optimization: By storing and reusing intermediate results, this technology optimizes the use of computational resources, improving overall system performance.

Benefits of this technology:

Faster processing: By utilizing stored intermediate results, the method and apparatus can speed up processing time for multi-task scenarios.
Reduced resource usage: The technology helps in reducing the computational resources required for multi-task processing, leading to improved efficiency and cost-effectiveness.
Improved accuracy: By utilizing the base output and delta output maps, the method and apparatus can enhance the accuracy of the final output by refining the processing at different layers.

Original Abstract Submitted

A method and apparatus for multi-task processing are disclosed. The method includes obtaining a base output corresponding to a first layer, restoring an input map corresponding to a second layer, obtaining an output map corresponding to the second layer, obtaining a delta output map corresponding to the second layer, and storing the base output map and the delta output map.