Samsung Electronics Co., Ltd.

Lg Electronics Inc.

Jaeyeon Kim

Hyungjin Kim

Seung-Suk Oh

Jinsool Lee

Chiahsin Lin

Chih-Yang Liao

Seonguk Kim

A parallel processing method and apparatus for a neural network model. The parallel processing method includes extracting metadata of a target layer included in a target model, measuring a similarity between the target layer and each of reference layers by comparing the metadata of the target layer to reference metadata of each of the reference layers, selecting a corresponding layer among the reference layers based on the similarities, and generating a parallelization strategy for the target layer based on a reference parallelization strategy matching the corresponding layer.

Parallel processing method and apparatus for neural network model

Charging case for sleep-inducing earbud

A parallelization method includes: generating a profiling result by performing profiling on a target neural network based on model information of the target neural network and architecture information of a manycore system; determining an assignment strategy to assign a plurality of cores of each of a plurality of clusters of the manycore system to a plurality of layers of the target neural network, based on the profiling result; and generating a parallelization strategy for parallel processing of the manycore system based on the assignment strategy.

Parallelization method and apparatus with processing of neural network model for manycore system

A display driving integrated circuit is provided which drives a plurality of gate lines included in a display panel. The display driving integrated circuit includes: a charge pump configured to change a voltage from an external power source to generate an output voltage; and a gate line driver configured to drive the plurality of gate lines based on the output voltage. The charge pump may operate in one of a low-current mode and a high-current mode based on a size of the display panel.

Integrated circuit for driving adaptable power to display and display device including the same

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Seoul, South Korea

Jaeyeon Kim