18337195. METHOD AND APPARATUS FOR MULTI-TASK PROCESSING simplified abstract (Samsung Electronics Co., Ltd.)
Contents
METHOD AND APPARATUS FOR MULTI-TASK PROCESSING
Organization Name
Inventor(s)
JUN-WOO Jang of Suwon-si Gyeonggi-do (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.