Data processing method and device, electronic equipment and storage medium

• Main Authors: WU FEISHENG, WANG HAIFENG, YU DIANHAI, DANG QINGQING, MA YANJUN, DENG KAIPENG
• Format: Patent
• Language: Chinese; English
• Published: 04.08.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention provides a data processing method and device, electronic equipment and a storage medium, and relates to the technical field of data processing, in particular to the technical fields of artificial intelligence, deep learning, model reasoning optimization and the like. According to the specific implementation scheme, an activation matrix of a to-be-processed object and a parameter matrix of a target neural network layer are read from a storage medium; separating a first matrix and a second matrix from the activation matrix by adopting at least one kernel, and separating a third matrix and a fourth matrix from the parameter matrix; performing matrix product operation on the first matrix and the third matrix to obtain a first processing result; performing matrix product operation on the second matrix and the fourth matrix to obtain a second processing result; and fusing the first processing result and the second processing result to obtain a data processing result of the target neural network layer