Task processing method and device

• Main Authors: LIU XIAOYAN, HUANG PENG, HAN LIXIA, KANG JINFENG
• Format: Patent
• Language: Chinese; English
• Published: 30.08.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention provides a task processing method and device which can be applied to the technical field of semiconductor devices and integrated circuits. The task processing method comprises the steps that in response to a received task processing request, according to a neural network identifier indicated by the task processing request, initial configuration information of a neural network model and initial execution delay information and initial storage area information related to the initial configuration information are determined, and the task processing request comprises a to-be-processed task; determining a task processing strategy according to the initial execution delay information and the initial storage area information; according to a task processing strategy, updating the initial configuration information to obtain optimized configuration information; and based on the neural network model corresponding to the optimized configuration information, processing the to-be-processed task to obtain a task